Profiling walking dysfunction in multiple sclerosis: characterisation, classification and progression over time Article Swipe
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.1038/s41598-018-22676-0
Gait dysfunction is a common and relevant symptom in multiple sclerosis (MS). This study aimed to profile gait pathology in gait-impaired patients with MS using comprehensive 3D gait analysis and clinical walking tests. Thirty-seven patients with MS walked on the treadmill at their individual, sustainable speed while 20 healthy control subjects walked at all the different patient’s paces, allowing for comparisons independent of walking velocity. Kinematic analysis revealed pronounced restrictions in knee and ankle joint excursion, increased gait variability and asymmetry along with impaired dynamic stability in patients. The most discriminative single gait parameter, differentiating patients from controls with an accuracy of 83.3% (χ 2 test; p = 0.0001), was reduced knee range of motion. Based on hierarchical cluster and principal component analysis, three principal pathological gait patterns were identified: a spastic-paretic, an ataxia-like, and an unstable gait. Follow-up assessments after 1 year indicated deterioration of walking function, particularly in patients with spastic-paretic gait patterns. Our findings suggest that impaired knee/ankle control is common in patients with MS. Personalised gait profiles and clustering algorithms may be promising tools for stratifying patients and to inform patient-tailored exercise programs. Responsive, objective outcome measures are important for monitoring disease progression and treatment effects in MS trials.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1038/s41598-018-22676-0
- https://www.nature.com/articles/s41598-018-22676-0.pdf
- OA Status
- gold
- Cited By
- 128
- References
- 96
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2789894786
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W2789894786Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1038/s41598-018-22676-0Digital Object Identifier
- Title
-
Profiling walking dysfunction in multiple sclerosis: characterisation, classification and progression over timeWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2018Year of publication
- Publication date
-
2018-03-15Full publication date if available
- Authors
-
Linard Filli, Tabea Sutter, Chris Awai Easthope, Tim Killeen, Christian Meyer, Katja Reuter, Lilla Lőrincz, Marc Bolliger, Michael Weller, Armin Curt, Dominik Straumann, Michael Linnebank, Björn ZörnerList of authors in order
- Landing page
-
https://doi.org/10.1038/s41598-018-22676-0Publisher landing page
- PDF URL
-
https://www.nature.com/articles/s41598-018-22676-0.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.nature.com/articles/s41598-018-22676-0.pdfDirect OA link when available
- Concepts
-
Gait, Physical medicine and rehabilitation, Medicine, Ankle, Gait analysis, Physical therapy, PathologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
128Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 24, 2024: 12, 2023: 12, 2022: 27, 2021: 22Per-year citation counts (last 5 years)
- References (count)
-
96Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W2789894786 |
|---|---|
| doi | https://doi.org/10.1038/s41598-018-22676-0 |
| ids.doi | https://doi.org/10.1038/s41598-018-22676-0 |
| ids.mag | 2789894786 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/29563533 |
| ids.openalex | https://openalex.org/W2789894786 |
| fwci | 10.75698088 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D000328 |
| mesh[0].is_major_topic | False |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Adult |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D016022 |
| mesh[1].is_major_topic | False |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Case-Control Studies |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D018450 |
| mesh[2].is_major_topic | False |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Disease Progression |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D005260 |
| mesh[3].is_major_topic | False |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Female |
| mesh[4].qualifier_ui | Q000502 |
| mesh[4].descriptor_ui | D005684 |
| mesh[4].is_major_topic | False |
| mesh[4].qualifier_name | physiology |
| mesh[4].descriptor_name | Gait |
| mesh[5].qualifier_ui | Q000145 |
| mesh[5].descriptor_ui | D020233 |
| mesh[5].is_major_topic | False |
| mesh[5].qualifier_name | classification |
| mesh[5].descriptor_name | Gait Disorders, Neurologic |
| mesh[6].qualifier_ui | Q000175 |
| mesh[6].descriptor_ui | D020233 |
| mesh[6].is_major_topic | False |
| mesh[6].qualifier_name | diagnosis |
| mesh[6].descriptor_name | Gait Disorders, Neurologic |
| mesh[7].qualifier_ui | Q000209 |
| mesh[7].descriptor_ui | D020233 |
| mesh[7].is_major_topic | False |
| mesh[7].qualifier_name | etiology |
| mesh[7].descriptor_name | Gait Disorders, Neurologic |
| mesh[8].qualifier_ui | Q000503 |
| mesh[8].descriptor_ui | D020233 |
| mesh[8].is_major_topic | False |
| mesh[8].qualifier_name | physiopathology |
| mesh[8].descriptor_name | Gait Disorders, Neurologic |
| mesh[9].qualifier_ui | |
| mesh[9].descriptor_ui | D006801 |
| mesh[9].is_major_topic | False |
| mesh[9].qualifier_name | |
| mesh[9].descriptor_name | Humans |
| mesh[10].qualifier_ui | Q000503 |
| mesh[10].descriptor_ui | D007719 |
| mesh[10].is_major_topic | False |
| mesh[10].qualifier_name | physiopathology |
| mesh[10].descriptor_name | Knee Joint |
| mesh[11].qualifier_ui | |
| mesh[11].descriptor_ui | D008137 |
| mesh[11].is_major_topic | False |
| mesh[11].qualifier_name | |
| mesh[11].descriptor_name | Longitudinal Studies |
| mesh[12].qualifier_ui | |
| mesh[12].descriptor_ui | D008297 |
| mesh[12].is_major_topic | False |
| mesh[12].qualifier_name | |
| mesh[12].descriptor_name | Male |
| mesh[13].qualifier_ui | |
| mesh[13].descriptor_ui | D008875 |
| mesh[13].is_major_topic | False |
| mesh[13].qualifier_name | |
| mesh[13].descriptor_name | Middle Aged |
| mesh[14].qualifier_ui | Q000150 |
| mesh[14].descriptor_ui | D009103 |
| mesh[14].is_major_topic | False |
| mesh[14].qualifier_name | complications |
| mesh[14].descriptor_name | Multiple Sclerosis |
| mesh[15].qualifier_ui | |
| mesh[15].descriptor_ui | D011446 |
| mesh[15].is_major_topic | False |
| mesh[15].qualifier_name | |
| mesh[15].descriptor_name | Prospective Studies |
| mesh[16].qualifier_ui | Q000502 |
| mesh[16].descriptor_ui | D016059 |
| mesh[16].is_major_topic | False |
| mesh[16].qualifier_name | physiology |
| mesh[16].descriptor_name | Range of Motion, Articular |
| mesh[17].qualifier_ui | |
| mesh[17].descriptor_ui | D013997 |
| mesh[17].is_major_topic | False |
| mesh[17].qualifier_name | |
| mesh[17].descriptor_name | Time Factors |
| mesh[18].qualifier_ui | |
| mesh[18].descriptor_ui | D000070857 |
| mesh[18].is_major_topic | False |
| mesh[18].qualifier_name | |
| mesh[18].descriptor_name | Walk Test |
| mesh[19].qualifier_ui | |
| mesh[19].descriptor_ui | D000328 |
| mesh[19].is_major_topic | False |
| mesh[19].qualifier_name | |
| mesh[19].descriptor_name | Adult |
| mesh[20].qualifier_ui | |
| mesh[20].descriptor_ui | D016022 |
| mesh[20].is_major_topic | False |
| mesh[20].qualifier_name | |
| mesh[20].descriptor_name | Case-Control Studies |
| mesh[21].qualifier_ui | |
| mesh[21].descriptor_ui | D018450 |
| mesh[21].is_major_topic | False |
| mesh[21].qualifier_name | |
| mesh[21].descriptor_name | Disease Progression |
| mesh[22].qualifier_ui | |
| mesh[22].descriptor_ui | D005260 |
| mesh[22].is_major_topic | False |
| mesh[22].qualifier_name | |
| mesh[22].descriptor_name | Female |
| mesh[23].qualifier_ui | Q000502 |
| mesh[23].descriptor_ui | D005684 |
| mesh[23].is_major_topic | False |
| mesh[23].qualifier_name | physiology |
| mesh[23].descriptor_name | Gait |
| mesh[24].qualifier_ui | Q000145 |
| mesh[24].descriptor_ui | D020233 |
| mesh[24].is_major_topic | False |
| mesh[24].qualifier_name | classification |
| mesh[24].descriptor_name | Gait Disorders, Neurologic |
| mesh[25].qualifier_ui | Q000175 |
| mesh[25].descriptor_ui | D020233 |
| mesh[25].is_major_topic | False |
| mesh[25].qualifier_name | diagnosis |
| mesh[25].descriptor_name | Gait Disorders, Neurologic |
| mesh[26].qualifier_ui | Q000209 |
| mesh[26].descriptor_ui | D020233 |
| mesh[26].is_major_topic | False |
| mesh[26].qualifier_name | etiology |
| mesh[26].descriptor_name | Gait Disorders, Neurologic |
| mesh[27].qualifier_ui | Q000503 |
| mesh[27].descriptor_ui | D020233 |
| mesh[27].is_major_topic | False |
| mesh[27].qualifier_name | physiopathology |
| mesh[27].descriptor_name | Gait Disorders, Neurologic |
| mesh[28].qualifier_ui | |
| mesh[28].descriptor_ui | D006801 |
| mesh[28].is_major_topic | False |
| mesh[28].qualifier_name | |
| mesh[28].descriptor_name | Humans |
| mesh[29].qualifier_ui | Q000503 |
| mesh[29].descriptor_ui | D007719 |
| mesh[29].is_major_topic | False |
| mesh[29].qualifier_name | physiopathology |
| mesh[29].descriptor_name | Knee Joint |
| mesh[30].qualifier_ui | |
| mesh[30].descriptor_ui | D008137 |
| mesh[30].is_major_topic | False |
| mesh[30].qualifier_name | |
| mesh[30].descriptor_name | Longitudinal Studies |
| mesh[31].qualifier_ui | |
| mesh[31].descriptor_ui | D008297 |
| mesh[31].is_major_topic | False |
| mesh[31].qualifier_name | |
| mesh[31].descriptor_name | Male |
| mesh[32].qualifier_ui | |
| mesh[32].descriptor_ui | D008875 |
| mesh[32].is_major_topic | False |
| mesh[32].qualifier_name | |
| mesh[32].descriptor_name | Middle Aged |
| mesh[33].qualifier_ui | Q000150 |
| mesh[33].descriptor_ui | D009103 |
| mesh[33].is_major_topic | False |
| mesh[33].qualifier_name | complications |
| mesh[33].descriptor_name | Multiple Sclerosis |
| mesh[34].qualifier_ui | |
| mesh[34].descriptor_ui | D011446 |
| mesh[34].is_major_topic | False |
| mesh[34].qualifier_name | |
| mesh[34].descriptor_name | Prospective Studies |
| mesh[35].qualifier_ui | Q000502 |
| mesh[35].descriptor_ui | D016059 |
| mesh[35].is_major_topic | False |
| mesh[35].qualifier_name | physiology |
| mesh[35].descriptor_name | Range of Motion, Articular |
| mesh[36].qualifier_ui | |
| mesh[36].descriptor_ui | D013997 |
| mesh[36].is_major_topic | False |
| mesh[36].qualifier_name | |
| mesh[36].descriptor_name | Time Factors |
| mesh[37].qualifier_ui | |
| mesh[37].descriptor_ui | D000070857 |
| mesh[37].is_major_topic | False |
| mesh[37].qualifier_name | |
| mesh[37].descriptor_name | Walk Test |
| type | article |
| title | Profiling walking dysfunction in multiple sclerosis: characterisation, classification and progression over time |
| biblio.issue | 1 |
| biblio.volume | 8 |
| biblio.last_page | 4984 |
| biblio.first_page | 4984 |
| topics[0].id | https://openalex.org/T10137 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9994999766349792 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2734 |
| topics[0].subfield.display_name | Pathology and Forensic Medicine |
| topics[0].display_name | Multiple Sclerosis Research Studies |
| topics[1].id | https://openalex.org/T11097 |
| topics[1].field.id | https://openalex.org/fields/27 |
| topics[1].field.display_name | Medicine |
| topics[1].score | 0.9801999926567078 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2738 |
| topics[1].subfield.display_name | Psychiatry and Mental health |
| topics[1].display_name | Cerebral Palsy and Movement Disorders |
| topics[2].id | https://openalex.org/T11616 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.9736999869346619 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2720 |
| topics[2].subfield.display_name | Hematology |
| topics[2].display_name | Autoimmune and Inflammatory Disorders Research |
| is_xpac | False |
| apc_list.value | 1890 |
| apc_list.currency | EUR |
| apc_list.value_usd | 2190 |
| apc_paid.value | 1890 |
| apc_paid.currency | EUR |
| apc_paid.value_usd | 2190 |
| concepts[0].id | https://openalex.org/C151800584 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7831152677536011 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q2370000 |
| concepts[0].display_name | Gait |
| concepts[1].id | https://openalex.org/C99508421 |
| concepts[1].level | 1 |
| concepts[1].score | 0.708427906036377 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q2678675 |
| concepts[1].display_name | Physical medicine and rehabilitation |
| concepts[2].id | https://openalex.org/C71924100 |
| concepts[2].level | 0 |
| concepts[2].score | 0.6501258611679077 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[2].display_name | Medicine |
| concepts[3].id | https://openalex.org/C2778640784 |
| concepts[3].level | 2 |
| concepts[3].score | 0.6093007922172546 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q168002 |
| concepts[3].display_name | Ankle |
| concepts[4].id | https://openalex.org/C173906292 |
| concepts[4].level | 3 |
| concepts[4].score | 0.582892656326294 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1493441 |
| concepts[4].display_name | Gait analysis |
| concepts[5].id | https://openalex.org/C1862650 |
| concepts[5].level | 1 |
| concepts[5].score | 0.44521504640579224 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q186005 |
| concepts[5].display_name | Physical therapy |
| concepts[6].id | https://openalex.org/C142724271 |
| concepts[6].level | 1 |
| concepts[6].score | 0.1397242248058319 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q7208 |
| concepts[6].display_name | Pathology |
| keywords[0].id | https://openalex.org/keywords/gait |
| keywords[0].score | 0.7831152677536011 |
| keywords[0].display_name | Gait |
| keywords[1].id | https://openalex.org/keywords/physical-medicine-and-rehabilitation |
| keywords[1].score | 0.708427906036377 |
| keywords[1].display_name | Physical medicine and rehabilitation |
| keywords[2].id | https://openalex.org/keywords/medicine |
| keywords[2].score | 0.6501258611679077 |
| keywords[2].display_name | Medicine |
| keywords[3].id | https://openalex.org/keywords/ankle |
| keywords[3].score | 0.6093007922172546 |
| keywords[3].display_name | Ankle |
| keywords[4].id | https://openalex.org/keywords/gait-analysis |
| keywords[4].score | 0.582892656326294 |
| keywords[4].display_name | Gait analysis |
| keywords[5].id | https://openalex.org/keywords/physical-therapy |
| keywords[5].score | 0.44521504640579224 |
| keywords[5].display_name | Physical therapy |
| keywords[6].id | https://openalex.org/keywords/pathology |
| keywords[6].score | 0.1397242248058319 |
| keywords[6].display_name | Pathology |
| language | en |
| locations[0].id | doi:10.1038/s41598-018-22676-0 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S196734849 |
| locations[0].source.issn | 2045-2322 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2045-2322 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Scientific Reports |
| locations[0].source.host_organization | https://openalex.org/P4310319908 |
| locations[0].source.host_organization_name | Nature Portfolio |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| locations[0].source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.nature.com/articles/s41598-018-22676-0.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Scientific Reports |
| locations[0].landing_page_url | https://doi.org/10.1038/s41598-018-22676-0 |
| locations[1].id | pmid:29563533 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Scientific reports |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/29563533 |
| locations[2].id | pmh:oai:www.zora.uzh.ch:150589 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S4306401281 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | Zurich Open Repository and Archive (University of Zurich) |
| locations[2].source.host_organization | https://openalex.org/I202697423 |
| locations[2].source.host_organization_name | University of Zurich |
| locations[2].source.host_organization_lineage | https://openalex.org/I202697423 |
| locations[2].license | cc-by |
| locations[2].pdf_url | |
| locations[2].version | publishedVersion |
| locations[2].raw_type | info:eu-repo/semantics/publishedVersion |
| locations[2].license_id | https://openalex.org/licenses/cc-by |
| locations[2].is_accepted | True |
| locations[2].is_published | True |
| locations[2].raw_source_name | Filli, Linard; Sutter, Tabea; Easthope, Christopher S; Killeen, Tim; Meyer, Christian; Reuter, Katja; Lörincz, Lilla; Bolliger, Marc; Weller, Michael; Curt, Armin; Straumann, Dominik; Linnebank, Michael; Zörner, Björn (2018). Profiling walking dysfunction in multiple sclerosis: characterisation, classification and progression over time. Scientific Reports, 8:4984. |
| locations[2].landing_page_url | |
| locations[3].id | pmh:oai:doaj.org/article:dce1f6d7a15843f9a6d7d12f4ce0bff6 |
| locations[3].is_oa | False |
| locations[3].source.id | https://openalex.org/S4306401280 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[3].source.host_organization | |
| locations[3].source.host_organization_name | |
| locations[3].license | |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | article |
| locations[3].license_id | |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | Scientific Reports, Vol 8, Iss 1, Pp 1-13 (2018) |
| locations[3].landing_page_url | https://doaj.org/article/dce1f6d7a15843f9a6d7d12f4ce0bff6 |
| locations[4].id | pmh:oai:europepmc.org:4773796 |
| locations[4].is_oa | True |
| locations[4].source.id | https://openalex.org/S4306400806 |
| locations[4].source.issn | |
| locations[4].source.type | repository |
| locations[4].source.is_oa | False |
| locations[4].source.issn_l | |
| locations[4].source.is_core | False |
| locations[4].source.is_in_doaj | False |
| locations[4].source.display_name | Europe PMC (PubMed Central) |
| locations[4].source.host_organization | https://openalex.org/I1303153112 |
| locations[4].source.host_organization_name | European Bioinformatics Institute |
| locations[4].source.host_organization_lineage | https://openalex.org/I1303153112 |
| locations[4].license | other-oa |
| locations[4].pdf_url | |
| locations[4].version | submittedVersion |
| locations[4].raw_type | Text |
| locations[4].license_id | https://openalex.org/licenses/other-oa |
| locations[4].is_accepted | False |
| locations[4].is_published | False |
| locations[4].raw_source_name | |
| locations[4].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/5862880 |
| locations[5].id | doi:10.5167/uzh-150589 |
| locations[5].is_oa | True |
| locations[5].source.id | https://openalex.org/S7407051291 |
| locations[5].source.type | repository |
| locations[5].source.is_oa | False |
| locations[5].source.issn_l | |
| locations[5].source.is_core | False |
| locations[5].source.is_in_doaj | False |
| locations[5].source.display_name | Universität Zürich, ZORA |
| locations[5].source.host_organization | |
| locations[5].source.host_organization_name | |
| locations[5].license | |
| locations[5].pdf_url | |
| locations[5].version | |
| locations[5].raw_type | article-journal |
| locations[5].license_id | |
| locations[5].is_accepted | False |
| locations[5].is_published | |
| locations[5].raw_source_name | |
| locations[5].landing_page_url | https://doi.org/10.5167/uzh-150589 |
| indexed_in | crossref, datacite, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5073371921 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-3882-2504 |
| authorships[0].author.display_name | Linard Filli |
| authorships[0].countries | CH |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[0].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[0].institutions[0].ror | https://ror.org/01462r250 |
| authorships[0].institutions[0].type | healthcare |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[0].institutions[0].country_code | CH |
| authorships[0].institutions[0].display_name | University Hospital of Zurich |
| authorships[0].institutions[1].id | https://openalex.org/I202697423 |
| authorships[0].institutions[1].ror | https://ror.org/02crff812 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[0].institutions[1].country_code | CH |
| authorships[0].institutions[1].display_name | University of Zurich |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Linard Filli |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[1].author.id | https://openalex.org/A5030583260 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-5893-926X |
| authorships[1].author.display_name | Tabea Sutter |
| authorships[1].countries | CH |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[1].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[1].institutions[0].ror | https://ror.org/01462r250 |
| authorships[1].institutions[0].type | healthcare |
| authorships[1].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[1].institutions[0].country_code | CH |
| authorships[1].institutions[0].display_name | University Hospital of Zurich |
| authorships[1].institutions[1].id | https://openalex.org/I202697423 |
| authorships[1].institutions[1].ror | https://ror.org/02crff812 |
| authorships[1].institutions[1].type | education |
| authorships[1].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[1].institutions[1].country_code | CH |
| authorships[1].institutions[1].display_name | University of Zurich |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Tabea Sutter |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[2].author.id | https://openalex.org/A5010917173 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-3602-7841 |
| authorships[2].author.display_name | Chris Awai Easthope |
| authorships[2].countries | CH |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210124057 |
| authorships[2].affiliations[0].raw_affiliation_string | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[2].institutions[0].id | https://openalex.org/I4210124057 |
| authorships[2].institutions[0].ror | https://ror.org/02yzaka98 |
| authorships[2].institutions[0].type | healthcare |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210124057 |
| authorships[2].institutions[0].country_code | CH |
| authorships[2].institutions[0].display_name | Universitätsklinik Balgrist |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Christopher S. Easthope |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[3].author.id | https://openalex.org/A5046823341 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-8246-4957 |
| authorships[3].author.display_name | Tim Killeen |
| authorships[3].countries | CH |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210124057 |
| authorships[3].affiliations[0].raw_affiliation_string | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[3].institutions[0].id | https://openalex.org/I4210124057 |
| authorships[3].institutions[0].ror | https://ror.org/02yzaka98 |
| authorships[3].institutions[0].type | healthcare |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210124057 |
| authorships[3].institutions[0].country_code | CH |
| authorships[3].institutions[0].display_name | Universitätsklinik Balgrist |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Tim Killeen |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[4].author.id | https://openalex.org/A5101595304 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-2270-9777 |
| authorships[4].author.display_name | Christian Meyer |
| authorships[4].countries | CH |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210124057 |
| authorships[4].affiliations[0].raw_affiliation_string | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[4].institutions[0].id | https://openalex.org/I4210124057 |
| authorships[4].institutions[0].ror | https://ror.org/02yzaka98 |
| authorships[4].institutions[0].type | healthcare |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210124057 |
| authorships[4].institutions[0].country_code | CH |
| authorships[4].institutions[0].display_name | Universitätsklinik Balgrist |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Christian Meyer |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[5].author.id | https://openalex.org/A5068896286 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-1559-9058 |
| authorships[5].author.display_name | Katja Reuter |
| authorships[5].countries | CH |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[5].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[5].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[5].institutions[0].ror | https://ror.org/01462r250 |
| authorships[5].institutions[0].type | healthcare |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[5].institutions[0].country_code | CH |
| authorships[5].institutions[0].display_name | University Hospital of Zurich |
| authorships[5].institutions[1].id | https://openalex.org/I202697423 |
| authorships[5].institutions[1].ror | https://ror.org/02crff812 |
| authorships[5].institutions[1].type | education |
| authorships[5].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[5].institutions[1].country_code | CH |
| authorships[5].institutions[1].display_name | University of Zurich |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Katja Reuter |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[6].author.id | https://openalex.org/A5038086240 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Lilla Lőrincz |
| authorships[6].countries | CH |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[6].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[6].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[6].institutions[0].ror | https://ror.org/01462r250 |
| authorships[6].institutions[0].type | healthcare |
| authorships[6].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[6].institutions[0].country_code | CH |
| authorships[6].institutions[0].display_name | University Hospital of Zurich |
| authorships[6].institutions[1].id | https://openalex.org/I202697423 |
| authorships[6].institutions[1].ror | https://ror.org/02crff812 |
| authorships[6].institutions[1].type | education |
| authorships[6].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[6].institutions[1].country_code | CH |
| authorships[6].institutions[1].display_name | University of Zurich |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Lilla Lörincz |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[7].author.id | https://openalex.org/A5060418599 |
| authorships[7].author.orcid | https://orcid.org/0000-0001-9059-0304 |
| authorships[7].author.display_name | Marc Bolliger |
| authorships[7].countries | CH |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210124057 |
| authorships[7].affiliations[0].raw_affiliation_string | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[7].institutions[0].id | https://openalex.org/I4210124057 |
| authorships[7].institutions[0].ror | https://ror.org/02yzaka98 |
| authorships[7].institutions[0].type | healthcare |
| authorships[7].institutions[0].lineage | https://openalex.org/I4210124057 |
| authorships[7].institutions[0].country_code | CH |
| authorships[7].institutions[0].display_name | Universitätsklinik Balgrist |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Marc Bolliger |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[8].author.id | https://openalex.org/A5017177249 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-1748-174X |
| authorships[8].author.display_name | Michael Weller |
| authorships[8].countries | CH |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[8].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[8].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[8].institutions[0].ror | https://ror.org/01462r250 |
| authorships[8].institutions[0].type | healthcare |
| authorships[8].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[8].institutions[0].country_code | CH |
| authorships[8].institutions[0].display_name | University Hospital of Zurich |
| authorships[8].institutions[1].id | https://openalex.org/I202697423 |
| authorships[8].institutions[1].ror | https://ror.org/02crff812 |
| authorships[8].institutions[1].type | education |
| authorships[8].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[8].institutions[1].country_code | CH |
| authorships[8].institutions[1].display_name | University of Zurich |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Michael Weller |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[9].author.id | https://openalex.org/A5069598374 |
| authorships[9].author.orcid | https://orcid.org/0000-0003-0136-8467 |
| authorships[9].author.display_name | Armin Curt |
| authorships[9].countries | CH |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I4210124057 |
| authorships[9].affiliations[0].raw_affiliation_string | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[9].institutions[0].id | https://openalex.org/I4210124057 |
| authorships[9].institutions[0].ror | https://ror.org/02yzaka98 |
| authorships[9].institutions[0].type | healthcare |
| authorships[9].institutions[0].lineage | https://openalex.org/I4210124057 |
| authorships[9].institutions[0].country_code | CH |
| authorships[9].institutions[0].display_name | Universitätsklinik Balgrist |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Armin Curt |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[10].author.id | https://openalex.org/A5058426311 |
| authorships[10].author.orcid | https://orcid.org/0000-0002-5349-7650 |
| authorships[10].author.display_name | Dominik Straumann |
| authorships[10].countries | CH |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[10].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[10].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[10].institutions[0].ror | https://ror.org/01462r250 |
| authorships[10].institutions[0].type | healthcare |
| authorships[10].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[10].institutions[0].country_code | CH |
| authorships[10].institutions[0].display_name | University Hospital of Zurich |
| authorships[10].institutions[1].id | https://openalex.org/I202697423 |
| authorships[10].institutions[1].ror | https://ror.org/02crff812 |
| authorships[10].institutions[1].type | education |
| authorships[10].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[10].institutions[1].country_code | CH |
| authorships[10].institutions[1].display_name | University of Zurich |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | Dominik Straumann |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[11].author.id | https://openalex.org/A5056476636 |
| authorships[11].author.orcid | |
| authorships[11].author.display_name | Michael Linnebank |
| authorships[11].countries | DE |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I4210102915 |
| authorships[11].affiliations[0].raw_affiliation_string | Department of Neurology, Helios-Klinik Hagen-Ambrock, /University Witten/Herdecke, Ambrocker Weg 60, 58091, Hagen, Germany |
| authorships[11].institutions[0].id | https://openalex.org/I4210102915 |
| authorships[11].institutions[0].ror | https://ror.org/019wxyf39 |
| authorships[11].institutions[0].type | healthcare |
| authorships[11].institutions[0].lineage | https://openalex.org/I4210102915, https://openalex.org/I4210138940 |
| authorships[11].institutions[0].country_code | DE |
| authorships[11].institutions[0].display_name | Helios Klinik Hagen Ambrock |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | Michael Linnebank |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | Department of Neurology, Helios-Klinik Hagen-Ambrock, /University Witten/Herdecke, Ambrocker Weg 60, 58091, Hagen, Germany |
| authorships[12].author.id | https://openalex.org/A5028871525 |
| authorships[12].author.orcid | https://orcid.org/0000-0003-2246-3359 |
| authorships[12].author.display_name | Björn Zörner |
| authorships[12].countries | CH |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| authorships[12].affiliations[0].raw_affiliation_string | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland |
| authorships[12].affiliations[1].institution_ids | https://openalex.org/I4210124057 |
| authorships[12].affiliations[1].raw_affiliation_string | Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| authorships[12].institutions[0].id | https://openalex.org/I4210100468 |
| authorships[12].institutions[0].ror | https://ror.org/01462r250 |
| authorships[12].institutions[0].type | healthcare |
| authorships[12].institutions[0].lineage | https://openalex.org/I4210100468 |
| authorships[12].institutions[0].country_code | CH |
| authorships[12].institutions[0].display_name | University Hospital of Zurich |
| authorships[12].institutions[1].id | https://openalex.org/I202697423 |
| authorships[12].institutions[1].ror | https://ror.org/02crff812 |
| authorships[12].institutions[1].type | education |
| authorships[12].institutions[1].lineage | https://openalex.org/I202697423 |
| authorships[12].institutions[1].country_code | CH |
| authorships[12].institutions[1].display_name | University of Zurich |
| authorships[12].institutions[2].id | https://openalex.org/I4210124057 |
| authorships[12].institutions[2].ror | https://ror.org/02yzaka98 |
| authorships[12].institutions[2].type | healthcare |
| authorships[12].institutions[2].lineage | https://openalex.org/I4210124057 |
| authorships[12].institutions[2].country_code | CH |
| authorships[12].institutions[2].display_name | Universitätsklinik Balgrist |
| authorships[12].author_position | last |
| authorships[12].raw_author_name | Björn Zörner |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | Department of Neurology, University Hospital and University of Zurich, Frauenklinikstrasse 26, 8091, Zurich, Switzerland, Spinal Cord Injury Center, Balgrist University Hospital, Forchstrasse 340, 8008, Zurich, Switzerland |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.nature.com/articles/s41598-018-22676-0.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Profiling walking dysfunction in multiple sclerosis: characterisation, classification and progression over time |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10137 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9994999766349792 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2734 |
| primary_topic.subfield.display_name | Pathology and Forensic Medicine |
| primary_topic.display_name | Multiple Sclerosis Research Studies |
| related_works | https://openalex.org/W2133973503, https://openalex.org/W2471060339, https://openalex.org/W2111603423, https://openalex.org/W1989734657, https://openalex.org/W2148547327, https://openalex.org/W2125892956, https://openalex.org/W4226236273, https://openalex.org/W2790560349, https://openalex.org/W4226004263, https://openalex.org/W2130975749 |
| cited_by_count | 128 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 24 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 12 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 12 |
| counts_by_year[3].year | 2022 |
| counts_by_year[3].cited_by_count | 27 |
| counts_by_year[4].year | 2021 |
| counts_by_year[4].cited_by_count | 22 |
| counts_by_year[5].year | 2020 |
| counts_by_year[5].cited_by_count | 19 |
| counts_by_year[6].year | 2019 |
| counts_by_year[6].cited_by_count | 10 |
| counts_by_year[7].year | 2018 |
| counts_by_year[7].cited_by_count | 2 |
| locations_count | 6 |
| best_oa_location.id | doi:10.1038/s41598-018-22676-0 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S196734849 |
| best_oa_location.source.issn | 2045-2322 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2045-2322 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Scientific Reports |
| best_oa_location.source.host_organization | https://openalex.org/P4310319908 |
| best_oa_location.source.host_organization_name | Nature Portfolio |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| best_oa_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.nature.com/articles/s41598-018-22676-0.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Scientific Reports |
| best_oa_location.landing_page_url | https://doi.org/10.1038/s41598-018-22676-0 |
| primary_location.id | doi:10.1038/s41598-018-22676-0 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S196734849 |
| primary_location.source.issn | 2045-2322 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2045-2322 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Scientific Reports |
| primary_location.source.host_organization | https://openalex.org/P4310319908 |
| primary_location.source.host_organization_name | Nature Portfolio |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| primary_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.nature.com/articles/s41598-018-22676-0.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Scientific Reports |
| primary_location.landing_page_url | https://doi.org/10.1038/s41598-018-22676-0 |
| publication_date | 2018-03-15 |
| publication_year | 2018 |
| referenced_works | https://openalex.org/W2164331547, https://openalex.org/W2143567192, https://openalex.org/W2112104974, https://openalex.org/W2145481931, https://openalex.org/W6715532200, https://openalex.org/W2153808548, https://openalex.org/W1996474271, https://openalex.org/W187137209, https://openalex.org/W2107625176, https://openalex.org/W1503533467, https://openalex.org/W2071015042, https://openalex.org/W2112102097, https://openalex.org/W2125299317, https://openalex.org/W2015309834, https://openalex.org/W1899364789, https://openalex.org/W2604170374, https://openalex.org/W2161634194, https://openalex.org/W2622743233, https://openalex.org/W2112374874, https://openalex.org/W2042555101, https://openalex.org/W2104878804, https://openalex.org/W2021169527, https://openalex.org/W2122347629, https://openalex.org/W2134169639, https://openalex.org/W1999957848, https://openalex.org/W2119591641, https://openalex.org/W2085828929, https://openalex.org/W1987284219, https://openalex.org/W2145932718, https://openalex.org/W2083141675, https://openalex.org/W2064257383, https://openalex.org/W2054535616, https://openalex.org/W112505515, https://openalex.org/W1570775310, https://openalex.org/W1868145307, https://openalex.org/W1972446429, https://openalex.org/W2012561978, https://openalex.org/W2088760775, https://openalex.org/W2338330932, https://openalex.org/W2339597857, https://openalex.org/W2152807923, https://openalex.org/W2047274816, https://openalex.org/W1938863129, https://openalex.org/W2576176925, https://openalex.org/W2044407950, https://openalex.org/W2087547611, https://openalex.org/W2530927644, https://openalex.org/W2000489358, https://openalex.org/W1984190824, https://openalex.org/W125431766, https://openalex.org/W1998157513, https://openalex.org/W2115431651, https://openalex.org/W1473173602, https://openalex.org/W2605735509, https://openalex.org/W2555448584, https://openalex.org/W2075901660, https://openalex.org/W2109630689, https://openalex.org/W2031242550, https://openalex.org/W2047647250, https://openalex.org/W2093606968, https://openalex.org/W2413118190, https://openalex.org/W2106625859, https://openalex.org/W2280152108, https://openalex.org/W2022195260, https://openalex.org/W1846563034, https://openalex.org/W2346946024, https://openalex.org/W1979511371, https://openalex.org/W2158156478, https://openalex.org/W2028664517, https://openalex.org/W1977116633, https://openalex.org/W2043572283, https://openalex.org/W1971834822, https://openalex.org/W2062290145, https://openalex.org/W2049932614, https://openalex.org/W2073291702, https://openalex.org/W1967416733, https://openalex.org/W2133739053, https://openalex.org/W2112165124, https://openalex.org/W2078792833, https://openalex.org/W2588488142, https://openalex.org/W2121149730, https://openalex.org/W938213511, https://openalex.org/W2123430619, https://openalex.org/W2143100308, https://openalex.org/W2583571087, https://openalex.org/W2112295121, https://openalex.org/W2765826136, https://openalex.org/W2014733669, https://openalex.org/W2580754418, https://openalex.org/W2044805135, https://openalex.org/W2111498472, https://openalex.org/W2024317166, https://openalex.org/W2026762972, https://openalex.org/W1995630238, https://openalex.org/W2049628506, https://openalex.org/W2258265188 |
| referenced_works_count | 96 |
| abstract_inverted_index.1 | 142 |
| abstract_inverted_index.2 | 105 |
| abstract_inverted_index.= | 108 |
| abstract_inverted_index.a | 4, 131 |
| abstract_inverted_index.p | 107 |
| abstract_inverted_index.20 | 48 |
| abstract_inverted_index.3D | 27 |
| abstract_inverted_index.MS | 24, 37, 202 |
| abstract_inverted_index.an | 100, 133, 136 |
| abstract_inverted_index.at | 42, 53 |
| abstract_inverted_index.be | 176 |
| abstract_inverted_index.in | 9, 20, 71, 87, 150, 165, 201 |
| abstract_inverted_index.is | 3, 163 |
| abstract_inverted_index.of | 63, 102, 114, 146 |
| abstract_inverted_index.on | 39, 117 |
| abstract_inverted_index.to | 16, 183 |
| abstract_inverted_index.(χ | 104 |
| abstract_inverted_index.MS. | 168 |
| abstract_inverted_index.Our | 156 |
| abstract_inverted_index.The | 89 |
| abstract_inverted_index.all | 54 |
| abstract_inverted_index.and | 6, 30, 73, 80, 120, 135, 172, 182, 198 |
| abstract_inverted_index.are | 192 |
| abstract_inverted_index.for | 60, 179, 194 |
| abstract_inverted_index.may | 175 |
| abstract_inverted_index.the | 40, 55 |
| abstract_inverted_index.was | 110 |
| abstract_inverted_index.Gait | 1 |
| abstract_inverted_index.This | 13 |
| abstract_inverted_index.from | 97 |
| abstract_inverted_index.gait | 18, 28, 78, 93, 127, 154, 170 |
| abstract_inverted_index.knee | 72, 112 |
| abstract_inverted_index.most | 90 |
| abstract_inverted_index.that | 159 |
| abstract_inverted_index.were | 129 |
| abstract_inverted_index.with | 23, 36, 83, 99, 152, 167 |
| abstract_inverted_index.year | 143 |
| abstract_inverted_index.(MS). | 12 |
| abstract_inverted_index.83.3% | 103 |
| abstract_inverted_index.Based | 116 |
| abstract_inverted_index.after | 141 |
| abstract_inverted_index.aimed | 15 |
| abstract_inverted_index.along | 82 |
| abstract_inverted_index.ankle | 74 |
| abstract_inverted_index.gait. | 138 |
| abstract_inverted_index.joint | 75 |
| abstract_inverted_index.range | 113 |
| abstract_inverted_index.speed | 46 |
| abstract_inverted_index.study | 14 |
| abstract_inverted_index.test; | 106 |
| abstract_inverted_index.their | 43 |
| abstract_inverted_index.three | 124 |
| abstract_inverted_index.tools | 178 |
| abstract_inverted_index.using | 25 |
| abstract_inverted_index.while | 47 |
| abstract_inverted_index.common | 5, 164 |
| abstract_inverted_index.inform | 184 |
| abstract_inverted_index.paces, | 58 |
| abstract_inverted_index.single | 92 |
| abstract_inverted_index.tests. | 33 |
| abstract_inverted_index.walked | 38, 52 |
| abstract_inverted_index.cluster | 119 |
| abstract_inverted_index.control | 50, 162 |
| abstract_inverted_index.disease | 196 |
| abstract_inverted_index.dynamic | 85 |
| abstract_inverted_index.effects | 200 |
| abstract_inverted_index.healthy | 49 |
| abstract_inverted_index.motion. | 115 |
| abstract_inverted_index.outcome | 190 |
| abstract_inverted_index.profile | 17 |
| abstract_inverted_index.reduced | 111 |
| abstract_inverted_index.suggest | 158 |
| abstract_inverted_index.symptom | 8 |
| abstract_inverted_index.trials. | 203 |
| abstract_inverted_index.walking | 32, 64, 147 |
| abstract_inverted_index.0.0001), | 109 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.accuracy | 101 |
| abstract_inverted_index.allowing | 59 |
| abstract_inverted_index.analysis | 29, 67 |
| abstract_inverted_index.clinical | 31 |
| abstract_inverted_index.controls | 98 |
| abstract_inverted_index.exercise | 186 |
| abstract_inverted_index.findings | 157 |
| abstract_inverted_index.impaired | 84, 160 |
| abstract_inverted_index.measures | 191 |
| abstract_inverted_index.multiple | 10 |
| abstract_inverted_index.patients | 22, 35, 96, 151, 166, 181 |
| abstract_inverted_index.patterns | 128 |
| abstract_inverted_index.profiles | 171 |
| abstract_inverted_index.relevant | 7 |
| abstract_inverted_index.revealed | 68 |
| abstract_inverted_index.subjects | 51 |
| abstract_inverted_index.unstable | 137 |
| abstract_inverted_index.Follow-up | 139 |
| abstract_inverted_index.Kinematic | 66 |
| abstract_inverted_index.analysis, | 123 |
| abstract_inverted_index.asymmetry | 81 |
| abstract_inverted_index.component | 122 |
| abstract_inverted_index.different | 56 |
| abstract_inverted_index.function, | 148 |
| abstract_inverted_index.important | 193 |
| abstract_inverted_index.increased | 77 |
| abstract_inverted_index.indicated | 144 |
| abstract_inverted_index.objective | 189 |
| abstract_inverted_index.pathology | 19 |
| abstract_inverted_index.patients. | 88 |
| abstract_inverted_index.patterns. | 155 |
| abstract_inverted_index.principal | 121, 125 |
| abstract_inverted_index.programs. | 187 |
| abstract_inverted_index.promising | 177 |
| abstract_inverted_index.sclerosis | 11 |
| abstract_inverted_index.stability | 86 |
| abstract_inverted_index.treadmill | 41 |
| abstract_inverted_index.treatment | 199 |
| abstract_inverted_index.velocity. | 65 |
| abstract_inverted_index.algorithms | 174 |
| abstract_inverted_index.clustering | 173 |
| abstract_inverted_index.excursion, | 76 |
| abstract_inverted_index.knee/ankle | 161 |
| abstract_inverted_index.monitoring | 195 |
| abstract_inverted_index.parameter, | 94 |
| abstract_inverted_index.pronounced | 69 |
| abstract_inverted_index.Responsive, | 188 |
| abstract_inverted_index.assessments | 140 |
| abstract_inverted_index.comparisons | 61 |
| abstract_inverted_index.dysfunction | 2 |
| abstract_inverted_index.identified: | 130 |
| abstract_inverted_index.independent | 62 |
| abstract_inverted_index.individual, | 44 |
| abstract_inverted_index.patient’s | 57 |
| abstract_inverted_index.progression | 197 |
| abstract_inverted_index.stratifying | 180 |
| abstract_inverted_index.sustainable | 45 |
| abstract_inverted_index.variability | 79 |
| abstract_inverted_index.Personalised | 169 |
| abstract_inverted_index.Thirty-seven | 34 |
| abstract_inverted_index.ataxia-like, | 134 |
| abstract_inverted_index.hierarchical | 118 |
| abstract_inverted_index.particularly | 149 |
| abstract_inverted_index.pathological | 126 |
| abstract_inverted_index.restrictions | 70 |
| abstract_inverted_index.comprehensive | 26 |
| abstract_inverted_index.deterioration | 145 |
| abstract_inverted_index.gait-impaired | 21 |
| abstract_inverted_index.discriminative | 91 |
| abstract_inverted_index.differentiating | 95 |
| abstract_inverted_index.spastic-paretic | 153 |
| abstract_inverted_index.patient-tailored | 185 |
| abstract_inverted_index.spastic-paretic, | 132 |
| cited_by_percentile_year.max | 100 |
| cited_by_percentile_year.min | 94 |
| corresponding_author_ids | https://openalex.org/A5073371921 |
| countries_distinct_count | 2 |
| institutions_distinct_count | 13 |
| corresponding_institution_ids | https://openalex.org/I202697423, https://openalex.org/I4210100468 |
| citation_normalized_percentile.value | 0.98515914 |
| citation_normalized_percentile.is_in_top_1_percent | True |
| citation_normalized_percentile.is_in_top_10_percent | True |