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Berkman Sahiner

Identifiers

  • name variant Berkman Sahiner 0.60 · backfill

Papers (13)

  1. Learning, Potential, and Retention: An Approach for Evaluating Adaptive AI-Enabled Medical Devices cs.AI · 2026 · author #2
  2. S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images cs.CV · 2024 · author #5
  3. Synthetic Data in Radiological Imaging: Current State and Future Outlook eess.IV · 2024 · author #7
  4. Image registration based automated lesion correspondence pipeline for longitudinal CT data eess.IV · 2024 · author #8
  5. TorchSurv: A Lightweight Package for Deep Survival Analysis cs.LG · 2024 · author #4
  6. Out-of-Distribution Detection and Data Drift Monitoring using Statistical Process Control cs.AI · 2024 · author #6
  7. Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens cs.LG · 2023 · author #5
  8. Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses eess.IV · 2023 · author #5
  9. Is this model reliable for everyone? Testing for strong calibration cs.LG · 2023 · author #6
  10. Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center Open Data Commons physics.med-ph · 2023 · author #12
  11. Monitoring machine learning (ML)-based risk prediction algorithms in the presence of confounding medical interventions stat.ML · 2022 · author #5
  12. Sequential algorithmic modification with test data reuse stat.ML · 2022 · author #4
  13. Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees stat.ML · 2021 · author #3

Mentions

  • 2408.00191 #5 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2407.01561 #7 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2404.16544 #8 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2404.10761 #4 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2311.11463 #5 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2402.08088 #6 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2310.18494 #5 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2307.15247 #6 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2211.09781 #5 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2303.10501 #12 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2203.11377 #4 · arxiv_oai · confidence 0.70 Berkman Sahiner
  • 2110.06866 #3 · arxiv_oai · confidence 0.70 Berkman Sahiner

Frequent Coauthors