Paving the Roadmap for XAI and IML in Healthcare: Data-Driven Discoveries and the FIXAIH Framework Article Swipe
Saeed M. Alghamdi
,
Rashid Mehmood
,
Fahad Alqurashi
,
Ali S. Alzahrani
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.2139/ssrn.5086713
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.2139/ssrn.5086713
Related Topics
Concepts
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.2139/ssrn.5086713
- OA Status
- green
- Cited By
- 2
- References
- 208
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4406204575
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4406204575Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.2139/ssrn.5086713Digital Object Identifier
- Title
-
Paving the Roadmap for XAI and IML in Healthcare: Data-Driven Discoveries and the FIXAIH FrameworkWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-01-01Full publication date if available
- Authors
-
Saeed M. Alghamdi, Rashid Mehmood, Fahad Alqurashi, Ali S. AlzahraniList of authors in order
- Landing page
-
https://doi.org/10.2139/ssrn.5086713Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.2139/ssrn.5086713Direct OA link when available
- Concepts
-
Health care, Business, Regional science, Process management, Geography, Economics, Economic growthTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2Per-year citation counts (last 5 years)
- References (count)
-
208Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4406204575 |
|---|---|
| doi | https://doi.org/10.2139/ssrn.5086713 |
| ids.doi | https://doi.org/10.2139/ssrn.5086713 |
| ids.openalex | https://openalex.org/W4406204575 |
| fwci | 9.63949029 |
| type | preprint |
| title | Paving the Roadmap for XAI and IML in Healthcare: Data-Driven Discoveries and the FIXAIH Framework |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T13702 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9919000267982483 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1702 |
| topics[0].subfield.display_name | Artificial Intelligence |
| topics[0].display_name | Machine Learning in Healthcare |
| topics[1].id | https://openalex.org/T11710 |
| topics[1].field.id | https://openalex.org/fields/13 |
| topics[1].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[1].score | 0.9918000102043152 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1312 |
| topics[1].subfield.display_name | Molecular Biology |
| topics[1].display_name | Biomedical Text Mining and Ontologies |
| topics[2].id | https://openalex.org/T11396 |
| topics[2].field.id | https://openalex.org/fields/36 |
| topics[2].field.display_name | Health Professions |
| topics[2].score | 0.9909999966621399 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/3605 |
| topics[2].subfield.display_name | Health Information Management |
| topics[2].display_name | Artificial Intelligence in Healthcare |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C160735492 |
| concepts[0].level | 2 |
| concepts[0].score | 0.5544862747192383 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q31207 |
| concepts[0].display_name | Health care |
| concepts[1].id | https://openalex.org/C144133560 |
| concepts[1].level | 0 |
| concepts[1].score | 0.538695752620697 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q4830453 |
| concepts[1].display_name | Business |
| concepts[2].id | https://openalex.org/C148383697 |
| concepts[2].level | 1 |
| concepts[2].score | 0.32787445187568665 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q1781695 |
| concepts[2].display_name | Regional science |
| concepts[3].id | https://openalex.org/C195094911 |
| concepts[3].level | 1 |
| concepts[3].score | 0.3242751359939575 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q14167904 |
| concepts[3].display_name | Process management |
| concepts[4].id | https://openalex.org/C205649164 |
| concepts[4].level | 0 |
| concepts[4].score | 0.1623995006084442 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q1071 |
| concepts[4].display_name | Geography |
| concepts[5].id | https://openalex.org/C162324750 |
| concepts[5].level | 0 |
| concepts[5].score | 0.15277999639511108 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q8134 |
| concepts[5].display_name | Economics |
| concepts[6].id | https://openalex.org/C50522688 |
| concepts[6].level | 1 |
| concepts[6].score | 0.09135204553604126 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q189833 |
| concepts[6].display_name | Economic growth |
| keywords[0].id | https://openalex.org/keywords/health-care |
| keywords[0].score | 0.5544862747192383 |
| keywords[0].display_name | Health care |
| keywords[1].id | https://openalex.org/keywords/business |
| keywords[1].score | 0.538695752620697 |
| keywords[1].display_name | Business |
| keywords[2].id | https://openalex.org/keywords/regional-science |
| keywords[2].score | 0.32787445187568665 |
| keywords[2].display_name | Regional science |
| keywords[3].id | https://openalex.org/keywords/process-management |
| keywords[3].score | 0.3242751359939575 |
| keywords[3].display_name | Process management |
| keywords[4].id | https://openalex.org/keywords/geography |
| keywords[4].score | 0.1623995006084442 |
| keywords[4].display_name | Geography |
| keywords[5].id | https://openalex.org/keywords/economics |
| keywords[5].score | 0.15277999639511108 |
| keywords[5].display_name | Economics |
| keywords[6].id | https://openalex.org/keywords/economic-growth |
| keywords[6].score | 0.09135204553604126 |
| keywords[6].display_name | Economic growth |
| language | en |
| locations[0].id | doi:10.2139/ssrn.5086713 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210172589 |
| locations[0].source.issn | 1556-5068 |
| locations[0].source.type | repository |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1556-5068 |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | SSRN Electronic Journal |
| locations[0].source.host_organization | https://openalex.org/I1318003438 |
| locations[0].source.host_organization_name | RELX Group (Netherlands) |
| locations[0].source.host_organization_lineage | https://openalex.org/I1318003438 |
| locations[0].license | |
| locations[0].pdf_url | |
| locations[0].version | acceptedVersion |
| locations[0].raw_type | posted-content |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | https://doi.org/10.2139/ssrn.5086713 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5033690017 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-6677-1110 |
| authorships[0].author.display_name | Saeed M. Alghamdi |
| authorships[0].countries | SA |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I185163786 |
| authorships[0].affiliations[0].raw_affiliation_string | King Abdulaziz University |
| authorships[0].institutions[0].id | https://openalex.org/I185163786 |
| authorships[0].institutions[0].ror | https://ror.org/02ma4wv74 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I185163786 |
| authorships[0].institutions[0].country_code | SA |
| authorships[0].institutions[0].display_name | King Abdulaziz University |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Shatha Alghamdi |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | King Abdulaziz University |
| authorships[1].author.id | https://openalex.org/A5077619272 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-4997-5322 |
| authorships[1].author.display_name | Rashid Mehmood |
| authorships[1].countries | SA |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210151290 |
| authorships[1].affiliations[0].raw_affiliation_string | Islamic University of Madinah - Faculty of Computer and Information Systems |
| authorships[1].institutions[0].id | https://openalex.org/I4210151290 |
| authorships[1].institutions[0].ror | https://ror.org/03rcp1y74 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I4210151290 |
| authorships[1].institutions[0].country_code | SA |
| authorships[1].institutions[0].display_name | Islamic University of Madinah |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Rashid Mehmood |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Islamic University of Madinah - Faculty of Computer and Information Systems |
| authorships[2].author.id | https://openalex.org/A5037262245 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-7919-747X |
| authorships[2].author.display_name | Fahad Alqurashi |
| authorships[2].countries | SA |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I185163786 |
| authorships[2].affiliations[0].raw_affiliation_string | King Abdulaziz University |
| authorships[2].institutions[0].id | https://openalex.org/I185163786 |
| authorships[2].institutions[0].ror | https://ror.org/02ma4wv74 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I185163786 |
| authorships[2].institutions[0].country_code | SA |
| authorships[2].institutions[0].display_name | King Abdulaziz University |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Fahad Alqurashi |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | King Abdulaziz University |
| authorships[3].author.id | https://openalex.org/A5069842414 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-4294-3624 |
| authorships[3].author.display_name | Ali S. Alzahrani |
| authorships[3].countries | SA |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I185163786 |
| authorships[3].affiliations[0].raw_affiliation_string | King Abdulaziz University |
| authorships[3].institutions[0].id | https://openalex.org/I185163786 |
| authorships[3].institutions[0].ror | https://ror.org/02ma4wv74 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I185163786 |
| authorships[3].institutions[0].country_code | SA |
| authorships[3].institutions[0].display_name | King Abdulaziz University |
| authorships[3].author_position | last |
| authorships[3].raw_author_name | Ali Alzahrani |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | King Abdulaziz University |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.2139/ssrn.5086713 |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Paving the Roadmap for XAI and IML in Healthcare: Data-Driven Discoveries and the FIXAIH Framework |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T13702 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9919000267982483 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1702 |
| primary_topic.subfield.display_name | Artificial Intelligence |
| primary_topic.display_name | Machine Learning in Healthcare |
| related_works | https://openalex.org/W4391375266, https://openalex.org/W2231847643, https://openalex.org/W2735714078, https://openalex.org/W2765153054, https://openalex.org/W2596173151, https://openalex.org/W3213789065, https://openalex.org/W3080576469, https://openalex.org/W4323255430, https://openalex.org/W4231340554, https://openalex.org/W1491839574 |
| cited_by_count | 2 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 2 |
| locations_count | 1 |
| best_oa_location.id | doi:10.2139/ssrn.5086713 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210172589 |
| best_oa_location.source.issn | 1556-5068 |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1556-5068 |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | SSRN Electronic Journal |
| best_oa_location.source.host_organization | https://openalex.org/I1318003438 |
| best_oa_location.source.host_organization_name | RELX Group (Netherlands) |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I1318003438 |
| best_oa_location.license | |
| best_oa_location.pdf_url | |
| best_oa_location.version | acceptedVersion |
| best_oa_location.raw_type | posted-content |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | https://doi.org/10.2139/ssrn.5086713 |
| primary_location.id | doi:10.2139/ssrn.5086713 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210172589 |
| primary_location.source.issn | 1556-5068 |
| primary_location.source.type | repository |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1556-5068 |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | SSRN Electronic Journal |
| primary_location.source.host_organization | https://openalex.org/I1318003438 |
| primary_location.source.host_organization_name | RELX Group (Netherlands) |
| primary_location.source.host_organization_lineage | https://openalex.org/I1318003438 |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | acceptedVersion |
| primary_location.raw_type | posted-content |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | https://doi.org/10.2139/ssrn.5086713 |
| publication_date | 2025-01-01 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W4229336790, https://openalex.org/W4379470483, https://openalex.org/W4401917595, https://openalex.org/W2958089299, https://openalex.org/W3109060525, https://openalex.org/W2921498258, https://openalex.org/W4304606367, https://openalex.org/W4200274996, https://openalex.org/W3196440773, https://openalex.org/W3167415262, https://openalex.org/W2493343568, https://openalex.org/W4405480383, https://openalex.org/W4382792547, https://openalex.org/W4220998616, https://openalex.org/W3172362366, https://openalex.org/W4281785387, https://openalex.org/W4211160940, https://openalex.org/W2999364479, https://openalex.org/W3204153914, https://openalex.org/W4297792514, https://openalex.org/W6799502273, https://openalex.org/W4313648826, https://openalex.org/W3138961261, https://openalex.org/W4221142221, https://openalex.org/W2896457183, https://openalex.org/W2889326414, https://openalex.org/W151377110, https://openalex.org/W2625625371, https://openalex.org/W4285148638, https://openalex.org/W4318570385, https://openalex.org/W4321372173, https://openalex.org/W4214670085, https://openalex.org/W3166214019, https://openalex.org/W4200254023, https://openalex.org/W4311946761, https://openalex.org/W4295008509, https://openalex.org/W3047901047, https://openalex.org/W4281657427, https://openalex.org/W2591223744, https://openalex.org/W4313830798, https://openalex.org/W4229449369, https://openalex.org/W4220862488, https://openalex.org/W4297225617, https://openalex.org/W3132721801, https://openalex.org/W3200107423, https://openalex.org/W3091484062, https://openalex.org/W4309495334, https://openalex.org/W4213441875, https://openalex.org/W3180603221, https://openalex.org/W3206396104, https://openalex.org/W3157166661, https://openalex.org/W4293103943, https://openalex.org/W4365440898, https://openalex.org/W3178997227, https://openalex.org/W3048449535, https://openalex.org/W2906295032, https://openalex.org/W4235145261, https://openalex.org/W3150635270, https://openalex.org/W1846261984, https://openalex.org/W2616247523, https://openalex.org/W2618851150, https://openalex.org/W2516809705, https://openalex.org/W4307261886, https://openalex.org/W4293224300, https://openalex.org/W3163645474, https://openalex.org/W3215470728, https://openalex.org/W4309012924, https://openalex.org/W4200194057, https://openalex.org/W3213880334, https://openalex.org/W4280525956, https://openalex.org/W4293086963, https://openalex.org/W3005017129, https://openalex.org/W4280614743, https://openalex.org/W4294631215, https://openalex.org/W3203321737, https://openalex.org/W4297259967, https://openalex.org/W3025277777, https://openalex.org/W4309322867, https://openalex.org/W2895124230, https://openalex.org/W2033803508, https://openalex.org/W4205871565, https://openalex.org/W2050101852, https://openalex.org/W2899297079, https://openalex.org/W4311391282, https://openalex.org/W2605123956, https://openalex.org/W3122957072, https://openalex.org/W2620300958, https://openalex.org/W4313558872, https://openalex.org/W4214525406, https://openalex.org/W3112062690, https://openalex.org/W4206454273, https://openalex.org/W4200445923, https://openalex.org/W3212899834, https://openalex.org/W4365443612, https://openalex.org/W2946332802, https://openalex.org/W3088691166, https://openalex.org/W4283368357, https://openalex.org/W4283323360, https://openalex.org/W3212589799, https://openalex.org/W3165437720, https://openalex.org/W3017117984, https://openalex.org/W3121645793, https://openalex.org/W4309267669, https://openalex.org/W4288055143, https://openalex.org/W4292684874, https://openalex.org/W4200176337, https://openalex.org/W4290755265, https://openalex.org/W4311858041, https://openalex.org/W4289171903, https://openalex.org/W3165523276, https://openalex.org/W4306410881, https://openalex.org/W4320521581, https://openalex.org/W4294316731, https://openalex.org/W4280515499, https://openalex.org/W4200377454, https://openalex.org/W4282833147, https://openalex.org/W3215554090, https://openalex.org/W3199167034, https://openalex.org/W4225296740, https://openalex.org/W3113237873, https://openalex.org/W4212997257, https://openalex.org/W3156846092, https://openalex.org/W3044779191, https://openalex.org/W4228997503, https://openalex.org/W4313026104, https://openalex.org/W2940988975, https://openalex.org/W2909861393, https://openalex.org/W2615427881, https://openalex.org/W3174680868, https://openalex.org/W3166320351, https://openalex.org/W2894095668, https://openalex.org/W3095850021, https://openalex.org/W3131648425, https://openalex.org/W2032271067, https://openalex.org/W4309009637, https://openalex.org/W4280536287, https://openalex.org/W4285403763, https://openalex.org/W4289517613, https://openalex.org/W4292722771, https://openalex.org/W4313368041, https://openalex.org/W4318777803, https://openalex.org/W4317529010, https://openalex.org/W4308106014, https://openalex.org/W4224992926, https://openalex.org/W2888295997, https://openalex.org/W3139226530, https://openalex.org/W3027911971, https://openalex.org/W3137945776, https://openalex.org/W4311364090, https://openalex.org/W3125069671, https://openalex.org/W3115069763, https://openalex.org/W4361226205, https://openalex.org/W2132162500, https://openalex.org/W4312196410, https://openalex.org/W2980705747, https://openalex.org/W2167868121, https://openalex.org/W3049452588, https://openalex.org/W4319939700, https://openalex.org/W2136127280, https://openalex.org/W2006830304, https://openalex.org/W4309366976, https://openalex.org/W2478923244, https://openalex.org/W3025501838, https://openalex.org/W4308981424, https://openalex.org/W2891400669, https://openalex.org/W4353091697, https://openalex.org/W2149900469, https://openalex.org/W4324135233, https://openalex.org/W2911299907, https://openalex.org/W2976981214, https://openalex.org/W4311833620, https://openalex.org/W3197755468, https://openalex.org/W4285795614, https://openalex.org/W4210858667, https://openalex.org/W4328122272, https://openalex.org/W4389148783, https://openalex.org/W4229449651, https://openalex.org/W4319262983, https://openalex.org/W4388727956, https://openalex.org/W4391166814, https://openalex.org/W3168486681, https://openalex.org/W2606278213, https://openalex.org/W4200170471, https://openalex.org/W3046618438, https://openalex.org/W4401503494, https://openalex.org/W4377289493, https://openalex.org/W4399992697, https://openalex.org/W6892233468, https://openalex.org/W4385880258, https://openalex.org/W4405893938, https://openalex.org/W3197589391, https://openalex.org/W4234214886, https://openalex.org/W3136333197, https://openalex.org/W3167907778, https://openalex.org/W2962862931, https://openalex.org/W4320169862, https://openalex.org/W4322504320, https://openalex.org/W3187022746, https://openalex.org/W4313591971, https://openalex.org/W4287690393, https://openalex.org/W2259715629, https://openalex.org/W3137125108, https://openalex.org/W4200511449, https://openalex.org/W3184640364, https://openalex.org/W3102564565, https://openalex.org/W3128956043, https://openalex.org/W4226063600, https://openalex.org/W4229552670 |
| referenced_works_count | 208 |
| abstract_inverted_index | |
| cited_by_percentile_year.max | 97 |
| cited_by_percentile_year.min | 95 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 4 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/9 |
| sustainable_development_goals[0].score | 0.41999998688697815 |
| sustainable_development_goals[0].display_name | Industry, innovation and infrastructure |
| citation_normalized_percentile.value | 0.96622607 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |