Research map: Building Trust in Radiology AI: Challenges in Data, Bias, and Accountability

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Papers in this map

  1. Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data · Micah Sheller · 2020 · 1618 citations · Cited by this paper
  2. Multimodality Imaging Findings of Nail–Patella Syndrome: The Utility of Cross-Sectional Imaging in Identifying Soft Tissue Abnormalities · 2026 · Related
  3. Adversarial attacks on medical machine learning · Samuel G. Finlayson · 2019 · 1095 citations · Cited by this paper
  4. Feasibility of a Noncontrast Rapid Cardiac Magnetic Resonance Imaging Protocol in Heart Transplant Recipients for Detection of Acute Cardiac Allograft Rejection · 2026 · Related
  5. External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients · Andrew Hoi‐Tao Wong · 2021 · 972 citations · Cited by this paper
  6. Fluoroscopy-Guided S1 Transforaminal Epidural Injection: Simplified Technique for Better Demonstrating S1 Dorsal Foramina · 2026 · Related
  7. Machine Learning and Health Care Disparities in Dermatology · Adewole S. Adamson · 2018 · 646 citations · Cited by this paper
  8. Rare Primary Mediastinal Melanoma: SVC Obstruction Treated with Endovascular Stenting and Immunotherapy · 2026 · Related
  9. FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare · Karim Lekadir · 2025 · 609 citations · Cited by this paper
  10. Brunn's Cyst Presenting with Lower Urinary Tract Symptoms: Role of Computed Tomography Intravenous Pyelography in Diagnosis · 2026 · Related
  11. Exploring Large-scale Public Medical Image Datasets · Luke Oakden‐Rayner · 2019 · 254 citations · Cited by this paper
  12. A Rare Case of Tripartite Hepatic Arterial Supply from the Left Gastric and Superior Mesenteric Arteries · 2026 · Related
  13. Interobserver and Intraobserver Variability in the Assessment of Pulmonary Nodule Size on CT Using Film and Computer Display Methods1 · Naama Bogot · 2005 · 65 citations · Cited by this paper
  14. Needle in A Haystack: A Rare Case of Subcutaneous Panniculitis-Like T-Cell Lymphoma of the Breast: A Case Report · 2026 · Related
  15. AI in radiology and interventions: a structured narrative review of workflow automation, accuracy, and efficiency gains of today and what’s coming · Michael Friebe · 2025 · 17 citations · Cited by this paper
  16. Dual-Splenic Arterial Supply with Asymptomatic Splenorenal Venous Drainage: A Rare Association with Polysplenia Syndrome · 2026 · Related
  17. Balancing Innovation and Control: The European Union AI Act in an Era of Global Uncertainty · Elena Giovanna Bignami · 2025 · 16 citations · Cited by this paper
  18. A Rare Case of Primary Pulmonary Choriocarcinoma: Isolated Lung Involvement without Uterine or Adnexal Origin · 2026 · Related
  19. RoentMod: a synthetic chest X-ray modification model to identify and correct image interpretation model shortcuts · Lauren H. Cooke · 2026 · 3 citations · Cited by this paper
  20. Utility of Splenic Stiffness as a Noninvasive Tool for Evaluating TIPS: A Reliable and Reproducible Method for Identifying Dysfunction · 2026 · Related
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