{"title":"A Question of Benchmarking. Insights from Decentralized Networks for the Governance of Federated Machine Learning.","authors":"Eli Guenzburger, Patrik Hummel","doi":"10.1080/15265161.2026.2690958","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690958","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"159-161"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148664923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Using AI to Calculate Research Payments.","authors":"Joanna K Różyńska","doi":"10.1080/15265161.2026.2690964","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690964","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"62-64"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148664981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jorge A Ruiz-Vanoye, Ocotlán Díaz-Parra, Jaime Aguilar-Ortiz, Miguel A Ruiz-Jaimes, Yadira Toledo-Navarro, Alejandro Fuentes-Penna, Ricardo A Barrera-Cámara, Francisco Rafael Trejo-Macotela
{"title":"Recruitment Inference Creep: Why AI in Clinical Trials Needs Auditable Ethical Limits.","authors":"Jorge A Ruiz-Vanoye, Ocotlán Díaz-Parra, Jaime Aguilar-Ortiz, Miguel A Ruiz-Jaimes, Yadira Toledo-Navarro, Alejandro Fuentes-Penna, Ricardo A Barrera-Cámara, Francisco Rafael Trejo-Macotela","doi":"10.1080/15265161.2026.2690924","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690924","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"70-71"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148664952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Three Maxims for Ethical AI in Health Care: The Denominator Problem, Human Accountability, and Data Stratification.","authors":"Michael A Santoro","doi":"10.1080/15265161.2026.2690952","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690952","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"90-93"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148664986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jojanneke Drogt, Maxime van der Wal, Karin Jongsma
{"title":"Many Hands, But Who Is In Control? Two Types of Control Gaps in Federated Learning for Healthcare.","authors":"Jojanneke Drogt, Maxime van der Wal, Karin Jongsma","doi":"10.1080/15265161.2026.2690941","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690941","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"142-144"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148665004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Starting to Spread and Scale Ethical AI Governance Across the Country.","authors":"Paige Nong","doi":"10.1080/15265161.2026.2690965","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690965","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"93-95"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148665007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Many Faces of Documentation Burden.","authors":"Kevin Doherty","doi":"10.1080/15265161.2026.2690933","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690933","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"105-107"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148664926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Danton Char, Norman L Downing, Alaa Youssef, Michelle M Mello
{"title":"Ethical Assessment of Generative AI Tools for Clinical Summarization Tasks.","authors":"Danton Char, Norman L Downing, Alaa Youssef, Michelle M Mello","doi":"10.1080/15265161.2026.2657875","DOIUrl":"10.1080/15265161.2026.2657875","url":null,"abstract":"<p><p>As healthcare organizations' use of generative AI moves from initial experimentation to scaled deployments, the need to build oversight systems to identify and address ethical challenges assumes greater urgency. Among the AI applications attracting the strongest early interest are clinical summarization tools, which use large language models (LLMs). To assist healthcare organizations weighing adoption of LLMs, we describe an ethical assessment process employed at our healthcare system to identify problems that may affect patient care so problems can be addressed prior to deployment or monitored over time to detect harms. The process uses stakeholder interviewing to explore risks and other concerns arising from integration of AI tools into clinical workflow and identify areas where values and priorities of different stakeholder groups do not align. We describe ethical issues identified in assessments of tools that (1) draft end-of-shift nursing notes and (2) generate clinical notes from conversations between clinicians and patients.</p>","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":" ","pages":"72-80"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147845830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Federated Learning is Still Machine Learning! Epistemic vs. Ethical Issues Common Across Medical ML Models.","authors":"Jacob P Neal, Nicolae Morar","doi":"10.1080/15265161.2026.2690937","DOIUrl":"https://doi.org/10.1080/15265161.2026.2690937","url":null,"abstract":"","PeriodicalId":50962,"journal":{"name":"American Journal of Bioethics","volume":"26 8","pages":"153-155"},"PeriodicalIF":17.6,"publicationDate":"2026-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148664978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"哲学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}