<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>12</volume><submitter>El-Kassas M</submitter><pubmed_abstract>&lt;h4>Background&lt;/h4>Artificial intelligence (AI) is increasingly relevant to hepatology, yet real-world adoption in the Middle East and North Africa (MENA) is uncertain. We assessed awareness, use, perceived value, barriers, and policy priorities among hepatology clinicians in the region.&lt;h4>Methods&lt;/h4>A cross-sectional online survey targeted hepatologists and gastroenterologists across 17 MENA countries. The survey assessed clinical and research applications of AI, perceived benefits, clinical and research use, barriers, ethical considerations, and institutional readiness. Descriptive statistics and thematic analysis were performed.&lt;h4>Results&lt;/h4>Of 285 invited professionals, 236 completed the survey (response rate: 82.8%). While 73.2% recognized the transformative potential of AI, only </pubmed_abstract><journal>Frontiers in medicine</journal><pagination>1630831</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC12463891</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Mapping artificial intelligence adoption in hepatology practice and research: challenges and opportunities in MENA region.</pubmed_title><pmcid>PMC12463891</pmcid><pubmed_authors>Abumallouh IM</pubmed_authors><pubmed_authors>Mohammed MH</pubmed_authors><pubmed_authors>Polat YH</pubmed_authors><pubmed_authors>Elkhier HFA</pubmed_authors><pubmed_authors>Balaban YH</pubmed_authors><pubmed_authors>Matar K</pubmed_authors><pubmed_authors>Elfert A</pubmed_authors><pubmed_authors>Mohammed MO</pubmed_authors><pubmed_authors>Algeblawi AA</pubmed_authors><pubmed_authors>Hassan MK</pubmed_authors><pubmed_authors>Faisal M</pubmed_authors><pubmed_authors>Parlar YE</pubmed_authors><pubmed_authors>Alkhalidi NM</pubmed_authors><pubmed_authors>Zakri Y</pubmed_authors><pubmed_authors>Zaki MA</pubmed_authors><pubmed_authors>Hassan NA</pubmed_authors><pubmed_authors>Alhusayni OA</pubmed_authors><pubmed_authors>Dursun H</pubmed_authors><pubmed_authors>Adali AO</pubmed_authors><pubmed_authors>Abdulla M</pubmed_authors><pubmed_authors>Ergenc I</pubmed_authors><pubmed_authors>Matar R</pubmed_authors><pubmed_authors>Ketenci YB</pubmed_authors><pubmed_authors>Alriyami SM</pubmed_authors><pubmed_authors>Ahmed AHM</pubmed_authors><pubmed_authors>Dertsiz B</pubmed_authors><pubmed_authors>Elshemy EE</pubmed_authors><pubmed_authors>Usluoglu Y</pubmed_authors><pubmed_authors>Alsuleimani A</pubmed_authors><pubmed_authors>Harput ZN</pubmed_authors><pubmed_authors>Gabr MT</pubmed_authors><pubmed_authors>Keskin O</pubmed_authors><pubmed_authors>Furkan Aydın R</pubmed_authors><pubmed_authors>Basulayman D</pubmed_authors><pubmed_authors>Y 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NA</pubmed_authors><pubmed_authors>Erkut M</pubmed_authors></additional><is_claimable>false</is_claimable><name>Mapping artificial intelligence adoption in hepatology practice and research: challenges and opportunities in MENA region.</name><description>&lt;h4>Background&lt;/h4>Artificial intelligence (AI) is increasingly relevant to hepatology, yet real-world adoption in the Middle East and North Africa (MENA) is uncertain. We assessed awareness, use, perceived value, barriers, and policy priorities among hepatology clinicians in the region.&lt;h4>Methods&lt;/h4>A cross-sectional online survey targeted hepatologists and gastroenterologists across 17 MENA countries. The survey assessed clinical and research applications of AI, perceived benefits, clinical and research use, barriers, ethical considerations, and institutional readiness. Descriptive statistics and thematic analysis were performed.&lt;h4>Results&lt;/h4>Of 285 invited professionals, 236 completed the survey (response rate: 82.8%). While 73.2% recognized the transformative potential of AI, only </description><dates><release>2025-01-01T00:00:00Z</release><publication>2025</publication><modification>2026-06-03T21:45:08.208Z</modification><creation>2026-05-02T03:08:31.752Z</creation></dates><accession>S-EPMC12463891</accession><cross_references><pubmed>41020250</pubmed><doi>10.3389/fmed.2025.1630831</doi></cross_references></HashMap>