A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies) Article Swipe
Maria Evelina Fantacci
,
Alberto Traverso
,
S. Bagnasco
,
Christian Bracco
,
Delia Campanella
,
Gabriele Chiara
,
E. López Torres
,
Andrea Manca
,
Daniele Regge
,
M. Saletta
,
M. Stasi
,
S. Vallero
,
Lorenzo Vassallo
,
P. Cerello
·
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.5220/0006245402020209
YOU?
·
· 2017
· Open Access
·
· DOI: https://doi.org/10.5220/0006245402020209
M5L, a Web-based Computer-Aided Detection (CAD) system to automatically detect lung nodules in thoracic Computed Tomographies, is based on a multi-thread analysis by independent subsystems and the combination of their results. The validation on 1043 scans of 3 independent data-sets showed consistency across data-sets, with a sensitivity of about 80% in the 4-8 range of False Positives per scan, despite varying acquisition and reconstruction parameters and annotation criteria. To make M5L CAD available to users without hardware or software new installations and configuration, a Software as a Service (SaaS) approach was adopted. A web front-end handles the work (image upload, results notification and direct on-line annotation by radiologists) and the communication with the OpenNebula-based cloud infrastructure, that allocates virtual computing and storage resources. The exams uploaded through the web interface are anonymised and analysis is performed in an isolated and independent cloud environment. The average processing time for case is about 20 minutes and up to 14 cases can be processed in parallel. Preliminary results on the on-going clinical validation shows that the M5L CAD adds 20% more nodules originally overlooked by radiologists, allowing a remarkable increase of the overall detection sensitivity.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.5220/0006245402020209
- OA Status
- gold
- References
- 23
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2593284392
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W2593284392Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.5220/0006245402020209Digital Object Identifier
- Title
-
A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies)Work title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2017Year of publication
- Publication date
-
2017-01-01Full publication date if available
- Authors
-
Maria Evelina Fantacci, Alberto Traverso, S. Bagnasco, Christian Bracco, Delia Campanella, Gabriele Chiara, E. López Torres, Andrea Manca, Daniele Regge, M. Saletta, M. Stasi, S. Vallero, Lorenzo Vassallo, P. CerelloList of authors in order
- Landing page
-
https://doi.org/10.5220/0006245402020209Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.5220/0006245402020209Direct OA link when available
- Concepts
-
CAD, Cloud computing, Computer science, Lung, Computer-aided diagnosis, Radiology, Medicine, Artificial intelligence, Engineering, Engineering drawing, Operating system, Internal medicineTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
23Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W2593284392 |
|---|---|
| doi | https://doi.org/10.5220/0006245402020209 |
| ids.doi | https://doi.org/10.5220/0006245402020209 |
| ids.mag | 2593284392 |
| ids.openalex | https://openalex.org/W2593284392 |
| fwci | 0.0 |
| type | article |
| title | A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies) |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | 209 |
| biblio.first_page | 202 |
| topics[0].id | https://openalex.org/T12422 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.8801000118255615 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2741 |
| topics[0].subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| topics[0].display_name | Radiomics and Machine Learning in Medical Imaging |
| topics[1].id | https://openalex.org/T10202 |
| topics[1].field.id | https://openalex.org/fields/27 |
| topics[1].field.display_name | Medicine |
| topics[1].score | 0.8205000162124634 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2740 |
| topics[1].subfield.display_name | Pulmonary and Respiratory Medicine |
| topics[1].display_name | Lung Cancer Diagnosis and Treatment |
| topics[2].id | https://openalex.org/T11361 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.8108999729156494 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2740 |
| topics[2].subfield.display_name | Pulmonary and Respiratory Medicine |
| topics[2].display_name | Digital Radiography and Breast Imaging |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C194789388 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7241777777671814 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q17855283 |
| concepts[0].display_name | CAD |
| concepts[1].id | https://openalex.org/C79974875 |
| concepts[1].level | 2 |
| concepts[1].score | 0.6003755331039429 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q483639 |
| concepts[1].display_name | Cloud computing |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.5324690341949463 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C2777714996 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5307447910308838 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q7886 |
| concepts[3].display_name | Lung |
| concepts[4].id | https://openalex.org/C2779549770 |
| concepts[4].level | 2 |
| concepts[4].score | 0.42908310890197754 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1122413 |
| concepts[4].display_name | Computer-aided diagnosis |
| concepts[5].id | https://openalex.org/C126838900 |
| concepts[5].level | 1 |
| concepts[5].score | 0.3230471611022949 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q77604 |
| concepts[5].display_name | Radiology |
| concepts[6].id | https://openalex.org/C71924100 |
| concepts[6].level | 0 |
| concepts[6].score | 0.2786089777946472 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[6].display_name | Medicine |
| concepts[7].id | https://openalex.org/C154945302 |
| concepts[7].level | 1 |
| concepts[7].score | 0.22688651084899902 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[7].display_name | Artificial intelligence |
| concepts[8].id | https://openalex.org/C127413603 |
| concepts[8].level | 0 |
| concepts[8].score | 0.15511146187782288 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[8].display_name | Engineering |
| concepts[9].id | https://openalex.org/C199639397 |
| concepts[9].level | 1 |
| concepts[9].score | 0.11873182654380798 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q1788588 |
| concepts[9].display_name | Engineering drawing |
| concepts[10].id | https://openalex.org/C111919701 |
| concepts[10].level | 1 |
| concepts[10].score | 0.10055625438690186 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[10].display_name | Operating system |
| concepts[11].id | https://openalex.org/C126322002 |
| concepts[11].level | 1 |
| concepts[11].score | 0.10052895545959473 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q11180 |
| concepts[11].display_name | Internal medicine |
| keywords[0].id | https://openalex.org/keywords/cad |
| keywords[0].score | 0.7241777777671814 |
| keywords[0].display_name | CAD |
| keywords[1].id | https://openalex.org/keywords/cloud-computing |
| keywords[1].score | 0.6003755331039429 |
| keywords[1].display_name | Cloud computing |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.5324690341949463 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/lung |
| keywords[3].score | 0.5307447910308838 |
| keywords[3].display_name | Lung |
| keywords[4].id | https://openalex.org/keywords/computer-aided-diagnosis |
| keywords[4].score | 0.42908310890197754 |
| keywords[4].display_name | Computer-aided diagnosis |
| keywords[5].id | https://openalex.org/keywords/radiology |
| keywords[5].score | 0.3230471611022949 |
| keywords[5].display_name | Radiology |
| keywords[6].id | https://openalex.org/keywords/medicine |
| keywords[6].score | 0.2786089777946472 |
| keywords[6].display_name | Medicine |
| keywords[7].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[7].score | 0.22688651084899902 |
| keywords[7].display_name | Artificial intelligence |
| keywords[8].id | https://openalex.org/keywords/engineering |
| keywords[8].score | 0.15511146187782288 |
| keywords[8].display_name | Engineering |
| keywords[9].id | https://openalex.org/keywords/engineering-drawing |
| keywords[9].score | 0.11873182654380798 |
| keywords[9].display_name | Engineering drawing |
| keywords[10].id | https://openalex.org/keywords/operating-system |
| keywords[10].score | 0.10055625438690186 |
| keywords[10].display_name | Operating system |
| keywords[11].id | https://openalex.org/keywords/internal-medicine |
| keywords[11].score | 0.10052895545959473 |
| keywords[11].display_name | Internal medicine |
| language | en |
| locations[0].id | doi:10.5220/0006245402020209 |
| locations[0].is_oa | True |
| locations[0].source | |
| locations[0].license | cc-by-nc-nd |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | proceedings-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies |
| locations[0].landing_page_url | https://doi.org/10.5220/0006245402020209 |
| locations[1].id | pmh:oai:arpi.unipi.it:11568/859017 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4377196265 |
| 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 | CINECA IRIS Institutial research information system (University of Pisa) |
| locations[1].source.host_organization | https://openalex.org/I108290504 |
| locations[1].source.host_organization_name | University of Pisa |
| locations[1].source.host_organization_lineage | https://openalex.org/I108290504 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | info:eu-repo/semantics/conferenceObject |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | |
| locations[1].landing_page_url | http://hdl.handle.net/11568/859017 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5004460160 |
| authorships[0].author.orcid | https://orcid.org/0000-0003-2130-4372 |
| authorships[0].author.display_name | Maria Evelina Fantacci |
| authorships[0].countries | IT |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I108290504 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Physics, University of Pisa, Largo Pontecorvo 3, Pisa, Italy |
| authorships[0].affiliations[1].institution_ids | https://openalex.org/I4210160382 |
| authorships[0].affiliations[1].raw_affiliation_string | INFN, Sezione di Pisa, Pisa, Italy |
| authorships[0].institutions[0].id | https://openalex.org/I4210160382 |
| authorships[0].institutions[0].ror | https://ror.org/05symbg58 |
| authorships[0].institutions[0].type | facility |
| authorships[0].institutions[0].lineage | https://openalex.org/I160013858, https://openalex.org/I4210160382 |
| authorships[0].institutions[0].country_code | IT |
| authorships[0].institutions[0].display_name | Istituto Nazionale di Fisica Nucleare, Sezione di Pisa |
| authorships[0].institutions[1].id | https://openalex.org/I108290504 |
| authorships[0].institutions[1].ror | https://ror.org/03ad39j10 |
| authorships[0].institutions[1].type | education |
| authorships[0].institutions[1].lineage | https://openalex.org/I108290504 |
| authorships[0].institutions[1].country_code | IT |
| authorships[0].institutions[1].display_name | University of Pisa |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | M. E. Fantacci |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Physics, University of Pisa, Largo Pontecorvo 3, Pisa, Italy, INFN, Sezione di Pisa, Pisa, Italy |
| authorships[1].author.id | https://openalex.org/A5008606043 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-6183-4429 |
| authorships[1].author.display_name | Alberto Traverso |
| authorships[1].countries | IT |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I177477856 |
| authorships[1].affiliations[0].raw_affiliation_string | Polytechnic University of Turin and Sezione di Torino, Italy |
| authorships[1].affiliations[1].institution_ids | https://openalex.org/I177477856 |
| authorships[1].affiliations[1].raw_affiliation_string | Department of Applied Science and Technology, Polytechnic University of Turin, Turin, Italy |
| authorships[1].institutions[0].id | https://openalex.org/I177477856 |
| authorships[1].institutions[0].ror | https://ror.org/00bgk9508 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I177477856 |
| authorships[1].institutions[0].country_code | IT |
| authorships[1].institutions[0].display_name | Polytechnic University of Turin |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | A. Traverso |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Applied Science and Technology, Polytechnic University of Turin, Turin, Italy, Polytechnic University of Turin and Sezione di Torino, Italy |
| authorships[2].author.id | https://openalex.org/A5086729211 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-6062-6505 |
| authorships[2].author.display_name | S. Bagnasco |
| authorships[2].countries | IT |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210099850 |
| authorships[2].affiliations[0].raw_affiliation_string | INFN, Sezione di Torino, Turin, Italy |
| authorships[2].institutions[0].id | https://openalex.org/I4210099850 |
| authorships[2].institutions[0].ror | https://ror.org/01vj6ck58 |
| authorships[2].institutions[0].type | facility |
| authorships[2].institutions[0].lineage | https://openalex.org/I160013858, https://openalex.org/I4210099850 |
| authorships[2].institutions[0].country_code | IT |
| authorships[2].institutions[0].display_name | Istituto Nazionale di Fisica Nucleare, Sezione di Torino |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | S. Bagnasco |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | INFN, Sezione di Torino, Turin, Italy |
| authorships[3].author.id | https://openalex.org/A5056090182 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-6741-238X |
| authorships[3].author.display_name | Christian Bracco |
| authorships[3].countries | IT |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[3].affiliations[0].raw_affiliation_string | Medical Physics Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[3].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[3].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[3].institutions[0].type | nonprofit |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[3].institutions[0].country_code | IT |
| authorships[3].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[3].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[3].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[3].institutions[1].type | healthcare |
| authorships[3].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[3].institutions[1].country_code | IT |
| authorships[3].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | C. Bracco |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Medical Physics Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[4].author.id | https://openalex.org/A5033100538 |
| authorships[4].author.orcid | https://orcid.org/0000-0001-9197-4174 |
| authorships[4].author.display_name | Delia Campanella |
| authorships[4].countries | IT |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[4].affiliations[0].raw_affiliation_string | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[4].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[4].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[4].institutions[0].type | nonprofit |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[4].institutions[0].country_code | IT |
| authorships[4].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[4].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[4].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[4].institutions[1].type | healthcare |
| authorships[4].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[4].institutions[1].country_code | IT |
| authorships[4].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | D. Campanella |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[5].author.id | https://openalex.org/A5010336285 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-6549-4502 |
| authorships[5].author.display_name | Gabriele Chiara |
| authorships[5].countries | IT |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[5].affiliations[0].raw_affiliation_string | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[5].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[5].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[5].institutions[0].type | nonprofit |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[5].institutions[0].country_code | IT |
| authorships[5].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[5].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[5].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[5].institutions[1].type | healthcare |
| authorships[5].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[5].institutions[1].country_code | IT |
| authorships[5].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | G. Chiara |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[6].author.id | https://openalex.org/A5107827927 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | E. López Torres |
| authorships[6].countries | CU, IT |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I4210099850 |
| authorships[6].affiliations[0].raw_affiliation_string | INFN, Sezione di Torino, Turin, Italy |
| authorships[6].affiliations[1].institution_ids | https://openalex.org/I4210165721 |
| authorships[6].affiliations[1].raw_affiliation_string | CEADEN, Havana, Cuba |
| authorships[6].institutions[0].id | https://openalex.org/I4210165721 |
| authorships[6].institutions[0].ror | https://ror.org/05t797721 |
| authorships[6].institutions[0].type | facility |
| authorships[6].institutions[0].lineage | https://openalex.org/I4210165721 |
| authorships[6].institutions[0].country_code | CU |
| authorships[6].institutions[0].display_name | Centro de Aplicaciones Tecnológicas y Desarrollo Nuclear |
| authorships[6].institutions[1].id | https://openalex.org/I4210099850 |
| authorships[6].institutions[1].ror | https://ror.org/01vj6ck58 |
| authorships[6].institutions[1].type | facility |
| authorships[6].institutions[1].lineage | https://openalex.org/I160013858, https://openalex.org/I4210099850 |
| authorships[6].institutions[1].country_code | IT |
| authorships[6].institutions[1].display_name | Istituto Nazionale di Fisica Nucleare, Sezione di Torino |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | E. Lopez Torres |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | CEADEN, Havana, Cuba, INFN, Sezione di Torino, Turin, Italy |
| authorships[7].author.id | https://openalex.org/A5090127237 |
| authorships[7].author.orcid | https://orcid.org/0000-0002-7697-5352 |
| authorships[7].author.display_name | Andrea Manca |
| authorships[7].countries | IT |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[7].affiliations[0].raw_affiliation_string | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[7].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[7].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[7].institutions[0].type | nonprofit |
| authorships[7].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[7].institutions[0].country_code | IT |
| authorships[7].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[7].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[7].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[7].institutions[1].type | healthcare |
| authorships[7].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[7].institutions[1].country_code | IT |
| authorships[7].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | A. Manca |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[8].author.id | https://openalex.org/A5066921477 |
| authorships[8].author.orcid | https://orcid.org/0000-0001-8267-5279 |
| authorships[8].author.display_name | Daniele Regge |
| authorships[8].countries | IT |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[8].affiliations[0].raw_affiliation_string | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[8].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[8].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[8].institutions[0].type | nonprofit |
| authorships[8].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[8].institutions[0].country_code | IT |
| authorships[8].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[8].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[8].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[8].institutions[1].type | healthcare |
| authorships[8].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[8].institutions[1].country_code | IT |
| authorships[8].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | D. Regge |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[9].author.id | https://openalex.org/A5006414487 |
| authorships[9].author.orcid | |
| authorships[9].author.display_name | M. Saletta |
| authorships[9].countries | IT |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I4210099850 |
| authorships[9].affiliations[0].raw_affiliation_string | INFN, Sezione di Torino, Turin, Italy |
| authorships[9].institutions[0].id | https://openalex.org/I4210099850 |
| authorships[9].institutions[0].ror | https://ror.org/01vj6ck58 |
| authorships[9].institutions[0].type | facility |
| authorships[9].institutions[0].lineage | https://openalex.org/I160013858, https://openalex.org/I4210099850 |
| authorships[9].institutions[0].country_code | IT |
| authorships[9].institutions[0].display_name | Istituto Nazionale di Fisica Nucleare, Sezione di Torino |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | M. Saletta |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | INFN, Sezione di Torino, Turin, Italy |
| authorships[10].author.id | https://openalex.org/A5049645251 |
| authorships[10].author.orcid | https://orcid.org/0000-0003-1294-0967 |
| authorships[10].author.display_name | M. Stasi |
| authorships[10].countries | IT |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[10].affiliations[0].raw_affiliation_string | Medical Physics Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[10].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[10].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[10].institutions[0].type | nonprofit |
| authorships[10].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[10].institutions[0].country_code | IT |
| authorships[10].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[10].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[10].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[10].institutions[1].type | healthcare |
| authorships[10].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[10].institutions[1].country_code | IT |
| authorships[10].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[10].author_position | middle |
| authorships[10].raw_author_name | M. Stasi |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Medical Physics Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[11].author.id | https://openalex.org/A5081374909 |
| authorships[11].author.orcid | https://orcid.org/0000-0003-1264-9651 |
| authorships[11].author.display_name | S. Vallero |
| authorships[11].countries | IT |
| authorships[11].affiliations[0].institution_ids | https://openalex.org/I4210099850 |
| authorships[11].affiliations[0].raw_affiliation_string | INFN, Sezione di Torino, Turin, Italy |
| authorships[11].institutions[0].id | https://openalex.org/I4210099850 |
| authorships[11].institutions[0].ror | https://ror.org/01vj6ck58 |
| authorships[11].institutions[0].type | facility |
| authorships[11].institutions[0].lineage | https://openalex.org/I160013858, https://openalex.org/I4210099850 |
| authorships[11].institutions[0].country_code | IT |
| authorships[11].institutions[0].display_name | Istituto Nazionale di Fisica Nucleare, Sezione di Torino |
| authorships[11].author_position | middle |
| authorships[11].raw_author_name | S. Vallero |
| authorships[11].is_corresponding | False |
| authorships[11].raw_affiliation_strings | INFN, Sezione di Torino, Turin, Italy |
| authorships[12].author.id | https://openalex.org/A5103207609 |
| authorships[12].author.orcid | https://orcid.org/0000-0002-6649-159X |
| authorships[12].author.display_name | Lorenzo Vassallo |
| authorships[12].countries | IT |
| authorships[12].affiliations[0].institution_ids | https://openalex.org/I4210151091, https://openalex.org/I4210153126 |
| authorships[12].affiliations[0].raw_affiliation_string | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[12].institutions[0].id | https://openalex.org/I4210151091 |
| authorships[12].institutions[0].ror | https://ror.org/04wadq306 |
| authorships[12].institutions[0].type | nonprofit |
| authorships[12].institutions[0].lineage | https://openalex.org/I4210151091, https://openalex.org/I4210153126, https://openalex.org/I4210167100 |
| authorships[12].institutions[0].country_code | IT |
| authorships[12].institutions[0].display_name | Candiolo Cancer Institute |
| authorships[12].institutions[1].id | https://openalex.org/I4210153126 |
| authorships[12].institutions[1].ror | https://ror.org/04tfzc498 |
| authorships[12].institutions[1].type | healthcare |
| authorships[12].institutions[1].lineage | https://openalex.org/I4210153126 |
| authorships[12].institutions[1].country_code | IT |
| authorships[12].institutions[1].display_name | Istituti di Ricovero e Cura a Carattere Scientifico |
| authorships[12].author_position | middle |
| authorships[12].raw_author_name | L. Vassallo |
| authorships[12].is_corresponding | False |
| authorships[12].raw_affiliation_strings | Radiology Unit, Candiolo Cancer Institute -FPO, IRCCS, Candiolo, Italy |
| authorships[13].author.id | https://openalex.org/A5036440473 |
| authorships[13].author.orcid | https://orcid.org/0000-0002-2443-5178 |
| authorships[13].author.display_name | P. Cerello |
| authorships[13].countries | IT |
| authorships[13].affiliations[0].institution_ids | https://openalex.org/I4210099850 |
| authorships[13].affiliations[0].raw_affiliation_string | INFN, Sezione di Torino, Turin, Italy |
| authorships[13].institutions[0].id | https://openalex.org/I4210099850 |
| authorships[13].institutions[0].ror | https://ror.org/01vj6ck58 |
| authorships[13].institutions[0].type | facility |
| authorships[13].institutions[0].lineage | https://openalex.org/I160013858, https://openalex.org/I4210099850 |
| authorships[13].institutions[0].country_code | IT |
| authorships[13].institutions[0].display_name | Istituto Nazionale di Fisica Nucleare, Sezione di Torino |
| authorships[13].author_position | last |
| authorships[13].raw_author_name | P. Cerello |
| authorships[13].is_corresponding | False |
| authorships[13].raw_affiliation_strings | INFN, Sezione di Torino, Turin, Italy |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.5220/0006245402020209 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2017-03-16T00:00:00 |
| display_name | A Web- and Cloud- based Service for the Clinical Use of a CAD (Computer Aided Detection) System - Automated Detection of Lung Nodules in Thoracic CTs (Computed Tomographies) |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T12422 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.8801000118255615 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2741 |
| primary_topic.subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| primary_topic.display_name | Radiomics and Machine Learning in Medical Imaging |
| related_works | https://openalex.org/W1589419489, https://openalex.org/W4229543669, https://openalex.org/W1783185948, https://openalex.org/W1554029525, https://openalex.org/W2999505641, https://openalex.org/W2401866201, https://openalex.org/W2945629533, https://openalex.org/W615772105, https://openalex.org/W2013631688, https://openalex.org/W2074183617 |
| cited_by_count | 0 |
| locations_count | 2 |
| best_oa_location.id | doi:10.5220/0006245402020209 |
| best_oa_location.is_oa | True |
| best_oa_location.source | |
| best_oa_location.license | cc-by-nc-nd |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | proceedings-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies |
| best_oa_location.landing_page_url | https://doi.org/10.5220/0006245402020209 |
| primary_location.id | doi:10.5220/0006245402020209 |
| primary_location.is_oa | True |
| primary_location.source | |
| primary_location.license | cc-by-nc-nd |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | proceedings-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies |
| primary_location.landing_page_url | https://doi.org/10.5220/0006245402020209 |
| publication_date | 2017-01-01 |
| publication_year | 2017 |
| referenced_works | https://openalex.org/W2545392260, https://openalex.org/W1973699792, https://openalex.org/W2014069375, https://openalex.org/W2019375316, https://openalex.org/W2131618221, https://openalex.org/W4237095095, https://openalex.org/W1971997700, https://openalex.org/W2095660073, https://openalex.org/W2275530856, https://openalex.org/W2076449481, https://openalex.org/W2142969660, https://openalex.org/W2161971256, https://openalex.org/W2139277921, https://openalex.org/W2135152966, https://openalex.org/W2027585589, https://openalex.org/W1986649315, https://openalex.org/W2164160732, https://openalex.org/W1974994731, https://openalex.org/W1968573547, https://openalex.org/W2028532424, https://openalex.org/W2320683536, https://openalex.org/W2152804471, https://openalex.org/W2079212212 |
| referenced_works_count | 23 |
| abstract_inverted_index.3 | 37 |
| abstract_inverted_index.A | 92 |
| abstract_inverted_index.a | 1, 19, 45, 83, 86, 184 |
| abstract_inverted_index.14 | 156 |
| abstract_inverted_index.20 | 151 |
| abstract_inverted_index.To | 68 |
| abstract_inverted_index.an | 137 |
| abstract_inverted_index.as | 85 |
| abstract_inverted_index.be | 159 |
| abstract_inverted_index.by | 22, 106, 181 |
| abstract_inverted_index.in | 12, 50, 136, 161 |
| abstract_inverted_index.is | 16, 134, 149 |
| abstract_inverted_index.of | 28, 36, 47, 54, 187 |
| abstract_inverted_index.on | 18, 33, 165 |
| abstract_inverted_index.or | 77 |
| abstract_inverted_index.to | 7, 73, 155 |
| abstract_inverted_index.up | 154 |
| abstract_inverted_index.20% | 176 |
| abstract_inverted_index.4-8 | 52 |
| abstract_inverted_index.80% | 49 |
| abstract_inverted_index.CAD | 71, 174 |
| abstract_inverted_index.M5L | 70, 173 |
| abstract_inverted_index.The | 31, 123, 143 |
| abstract_inverted_index.and | 25, 62, 65, 81, 102, 108, 120, 132, 139, 153 |
| abstract_inverted_index.are | 130 |
| abstract_inverted_index.can | 158 |
| abstract_inverted_index.for | 147 |
| abstract_inverted_index.new | 79 |
| abstract_inverted_index.per | 57 |
| abstract_inverted_index.the | 26, 51, 96, 109, 112, 127, 166, 172, 188 |
| abstract_inverted_index.was | 90 |
| abstract_inverted_index.web | 93, 128 |
| abstract_inverted_index.1043 | 34 |
| abstract_inverted_index.M5L, | 0 |
| abstract_inverted_index.adds | 175 |
| abstract_inverted_index.case | 148 |
| abstract_inverted_index.lung | 10 |
| abstract_inverted_index.make | 69 |
| abstract_inverted_index.more | 177 |
| abstract_inverted_index.that | 116, 171 |
| abstract_inverted_index.time | 146 |
| abstract_inverted_index.with | 44, 111 |
| abstract_inverted_index.work | 97 |
| abstract_inverted_index.(CAD) | 5 |
| abstract_inverted_index.False | 55 |
| abstract_inverted_index.about | 48, 150 |
| abstract_inverted_index.based | 17 |
| abstract_inverted_index.cases | 157 |
| abstract_inverted_index.cloud | 114, 141 |
| abstract_inverted_index.exams | 124 |
| abstract_inverted_index.range | 53 |
| abstract_inverted_index.scan, | 58 |
| abstract_inverted_index.scans | 35 |
| abstract_inverted_index.shows | 170 |
| abstract_inverted_index.their | 29 |
| abstract_inverted_index.users | 74 |
| abstract_inverted_index.(SaaS) | 88 |
| abstract_inverted_index.(image | 98 |
| abstract_inverted_index.across | 42 |
| abstract_inverted_index.detect | 9 |
| abstract_inverted_index.direct | 103 |
| abstract_inverted_index.showed | 40 |
| abstract_inverted_index.system | 6 |
| abstract_inverted_index.Service | 87 |
| abstract_inverted_index.average | 144 |
| abstract_inverted_index.despite | 59 |
| abstract_inverted_index.handles | 95 |
| abstract_inverted_index.minutes | 152 |
| abstract_inverted_index.nodules | 11, 178 |
| abstract_inverted_index.on-line | 104 |
| abstract_inverted_index.overall | 189 |
| abstract_inverted_index.results | 100, 164 |
| abstract_inverted_index.storage | 121 |
| abstract_inverted_index.through | 126 |
| abstract_inverted_index.upload, | 99 |
| abstract_inverted_index.varying | 60 |
| abstract_inverted_index.virtual | 118 |
| abstract_inverted_index.without | 75 |
| abstract_inverted_index.Computed | 14 |
| abstract_inverted_index.Software | 84 |
| abstract_inverted_index.adopted. | 91 |
| abstract_inverted_index.allowing | 183 |
| abstract_inverted_index.analysis | 21, 133 |
| abstract_inverted_index.approach | 89 |
| abstract_inverted_index.clinical | 168 |
| abstract_inverted_index.hardware | 76 |
| abstract_inverted_index.increase | 186 |
| abstract_inverted_index.isolated | 138 |
| abstract_inverted_index.on-going | 167 |
| abstract_inverted_index.results. | 30 |
| abstract_inverted_index.software | 78 |
| abstract_inverted_index.thoracic | 13 |
| abstract_inverted_index.uploaded | 125 |
| abstract_inverted_index.Detection | 4 |
| abstract_inverted_index.Positives | 56 |
| abstract_inverted_index.Web-based | 2 |
| abstract_inverted_index.allocates | 117 |
| abstract_inverted_index.available | 72 |
| abstract_inverted_index.computing | 119 |
| abstract_inverted_index.criteria. | 67 |
| abstract_inverted_index.data-sets | 39 |
| abstract_inverted_index.detection | 190 |
| abstract_inverted_index.front-end | 94 |
| abstract_inverted_index.interface | 129 |
| abstract_inverted_index.parallel. | 162 |
| abstract_inverted_index.performed | 135 |
| abstract_inverted_index.processed | 160 |
| abstract_inverted_index.annotation | 66, 105 |
| abstract_inverted_index.anonymised | 131 |
| abstract_inverted_index.data-sets, | 43 |
| abstract_inverted_index.originally | 179 |
| abstract_inverted_index.overlooked | 180 |
| abstract_inverted_index.parameters | 64 |
| abstract_inverted_index.processing | 145 |
| abstract_inverted_index.remarkable | 185 |
| abstract_inverted_index.resources. | 122 |
| abstract_inverted_index.subsystems | 24 |
| abstract_inverted_index.validation | 32, 169 |
| abstract_inverted_index.Preliminary | 163 |
| abstract_inverted_index.acquisition | 61 |
| abstract_inverted_index.combination | 27 |
| abstract_inverted_index.consistency | 41 |
| abstract_inverted_index.independent | 23, 38, 140 |
| abstract_inverted_index.sensitivity | 46 |
| abstract_inverted_index.environment. | 142 |
| abstract_inverted_index.multi-thread | 20 |
| abstract_inverted_index.notification | 101 |
| abstract_inverted_index.sensitivity. | 191 |
| abstract_inverted_index.Tomographies, | 15 |
| abstract_inverted_index.automatically | 8 |
| abstract_inverted_index.communication | 110 |
| abstract_inverted_index.installations | 80 |
| abstract_inverted_index.radiologists) | 107 |
| abstract_inverted_index.radiologists, | 182 |
| abstract_inverted_index.Computer-Aided | 3 |
| abstract_inverted_index.configuration, | 82 |
| abstract_inverted_index.reconstruction | 63 |
| abstract_inverted_index.infrastructure, | 115 |
| abstract_inverted_index.OpenNebula-based | 113 |
| cited_by_percentile_year | |
| countries_distinct_count | 2 |
| institutions_distinct_count | 14 |
| citation_normalized_percentile.value | 0.02593131 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |