Research map: Defensive Discrimination and the Cyber-Bioethics of Federated Learning in Healthcare

Back to the article

Papers in this map

  1. Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records · Huang Li · 2019 · 461 citations · Cited by this paper
  2. Three Maxims for Ethical AI in Health Care: The Denominator Problem, Human Accountability, and Data Stratification · 2026 · Related
  3. Data Pollution · Omri Ben‐Shahar · 2019 · 62 citations · Cited by this paper
  4. Mitigating Moral Distress from “Suboptimal” Discharges through Dimensions of Care · 2026 · Related
  5. Core Values and Value Conflicts in Cybersecurity: Beyond Privacy Versus Security · Ibo van de Poel · 2020 · 32 citations · Cited by this paper
  6. A Framework of Institutional Obligations for Pragmatic Clinical Trials · 2026 · Related
  7. Fair detection of poisoning attacks in federated learning on non-i.i.d. data · Ashneet Khandpur Singh · 2023 · 24 citations · Cited by this paper
  8. Navigating Ethical Tensions in Pediatric Vaccination Following Changes in CDC Guidance · 2026 · Related
  9. Federation Opacity and the Promise of Federated Learning in Healthcare · Joshua James Hatherley · 2026 · 17 citations · Cited by this paper
  10. Navigating Ethical Tensions When Parents Refuse Medically Recommended Vaccination for Children with Underlying Conditions · 2026 · Related
  11. Cyber-bioethics: the new ethical discipline for digital health · Robert Panadés · 2025 · 16 citations · Cited by this paper
  12. Mobile Health and Deresponsibilization · 2026 · Related
  13. Data Poisoning Vulnerabilities Across Health Care Artificial Intelligence Architectures: Analytical Security Framework and Defense Strategies · Farhad Abtahi · 2026 · 12 citations · Cited by this paper
  14. Adaptive IRB Oversight for AI-Enabled Recruitment: A Case Study from Researcher-Developer and Human Research Protection Program Perspectives · 2026 · Related
  15. Fortifying the weakest link: cybersecurity coordination in supply chains and competition rules · Masaki Iwasaki · 2023 · 6 citations · Cited by this paper
  16. Defending the Ethical Permissibility of Laryngeal Transplantation · 2026 · Related
  17. Banning ransomware payments: unintended effects on cybersecurity investment and incident reporting · Masaki Iwasaki · 2025 · 3 citations · Cited by this paper
  18. Does Swarm Learning Solve Federation Opacity? The Need for Governance Beyond Decentralization · 2026 · Related
  19. Sound Governance of Vendor-Created Generative AI Tools Requires Collective Action · 2026 · Related

Source: OpenAlex (CC0)