Research map: Artificial intelligence in prostate MRI: Comparative diagnostic performance in a high-prevalence cohort

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  1. A Coefficient of Agreement for Nominal Scales · Jacob Cohen · 1960 · 42451 citations · Cited by this paper
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  22. Variability of the Positive Predictive Value of PI-RADS for Prostate MRI across 26 Centers: Experience of the Society of Abdominal Radiology Prostate Cancer Disease-focused Panel · Antonio Carlos Westphalen · 2020 · 429 citations · Cited by this paper
  23. Negative Predictive Value of Multiparametric Magnetic Resonance Imaging in the Detection of Clinically Significant Prostate Cancer in the Prostate Imaging Reporting and Data System Era: A Systematic Review and Meta-analysis · Niranjan Jude Sathianathen · 2020 · 355 citations · Cited by this paper
  24. Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study · Anindo Saha · 2024 · 337 citations · Cited by this paper
  25. Active Surveillance of Grade Group 1 Prostate Cancer: Long-term Outcomes from a Large Prospective Cohort · Jeffrey J. Tosoian · 2020 · 264 citations · Cited by this paper
  26. PI-QUAL version 2: an update of a standardised scoring system for the assessment of image quality of prostate MRI · Maarten de Rooij · 2024 · 167 citations · Cited by this paper
  27. Anatomy and pathology of the male pelvis by magnetic resonance imaging · Hedvig Hricak · 1983 · 157 citations · Cited by this paper
  28. Factors Influencing Variability in the Performance of Multiparametric Magnetic Resonance Imaging in Detecting Clinically Significant Prostate Cancer: A Systematic Literature Review · Armando Stabile · 2020 · 149 citations · Cited by this paper
  29. Artificial intelligence for diagnostics in radiology practice: a rapid systematic scoping review · Rachel Lawrence · 2025 · 58 citations · Cited by this paper
  30. A Systematic Review of the Diagnostic Accuracy of Deep Learning Models for the Automatic Detection, Localization, and Characterization of Clinically Significant Prostate Cancer on Magnetic Resonance Imaging · Sébastien Molière · 2024 · 21 citations · Cited by this paper
  31. Assessment of a fully-automated diagnostic AI software in prostate MRI: Clinical evaluation and histopathological correlation · Nadine Bayerl · 2024 · 20 citations · Cited by this paper
  32. AI and human interactions in prostate cancer diagnosis using MRI · Anwar R. Padhani · 2025 · 19 citations · Cited by this paper
  33. Requirements for AI Development and Reporting for MRI Prostate Cancer Detection in Biopsy-Naive Men: PI-RADS Steering Committee, Version 1.0 · Barış Türkbey · 2025 · 19 citations · Cited by this paper
  34. A Narrative Review of Artificial Intelligence in MRI-Guided Prostate Cancer Diagnosis: Addressing Key Challenges · Deniz Can Alis · 2025 · 15 citations · Cited by this paper
  35. Does deep learning software improve the consistency and performance of radiologists with various levels of experience in assessing bi-parametric prostate MRI? · Aydan Arslan · 2023 · 11 citations · Cited by this paper
  36. Dynamic Contrast-Enhanced Study in the mpMRI of the Prostate—Unnecessary or Underutilised? A Narrative Review · Silva Guljaš · 2023 · 9 citations · Cited by this paper
  37. Improving Early Prostate Cancer Detection Through Artificial Intelligence: Evidence from a Systematic Review · Vincenzo Ciccone · 2025 · 7 citations · Cited by this paper
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