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Benjamin Shickel

Identifiers

  • name variant Benjamin Shickel 0.60 · backfill

Papers (26)

  1. CASCADE Conformal Prediction: Uncertainty-Adaptive Prediction Intervals for Two-Stage Clinical Decision Support cs.LG · 2026 · author #4
  2. Classification-Powered Conformal Inference for Zero-inflated Outcomes stat.ME · 2026 · author #3
  3. Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach cs.LG · 2025 · author #4
  4. Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning q-bio.QM · 2025 · author #7
  5. Validation of the MySurgeryRisk Algorithm for Predicting Complications and Death after Major Surgery: A Retrospective Multicenter Study Using OneFlorida Data Trust cs.HC · 2025 · author #6
  6. Promoting AI Competencies for Medical Students: A Scoping Review on Frameworks, Programs, and Tools cs.CY · 2024 · author #15
  7. Transparent AI: Developing an Explainable Interface for Predicting Postoperative Complications cs.HC · 2024 · author #11
  8. Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision cs.LG · 2024 · author #14
  9. Federated learning model for predicting major postoperative complications cs.LG · 2024 · author #3
  10. Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records cs.LG · 2024 · author #13
  11. Acute kidney injury prediction for non-critical care patients: a retrospective external and internal validation study cs.LG · 2024 · author #3
  12. Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes cs.CL · 2024 · author #6
  13. CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention eess.IV · 2024 · author #9
  14. The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU) cs.LG · 2023 · author #8
  15. APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model cs.AI · 2023 · author #3
  16. Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures cs.LG · 2023 · author #9
  17. Transformers in Healthcare: A Survey cs.AI · 2023 · author #9
  18. Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers cs.LG · 2021 · author #1
  19. Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks cs.LG · 2020 · author #1
  20. Sequential Interpretability: Methods, Applications, and Future Direction for Understanding Deep Learning Models in the Context of Sequential Data cs.LG · 2020 · author #1
  21. Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension cs.CY · 2019 · author #8
  22. Automatic Detection and Classification of Cognitive Distortions in Mental Health Text cs.HC · 2019 · author #1
  23. The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring cs.HC · 2018 · author #3
  24. DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning cs.LG · 2018 · author #1
  25. Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning cs.CL · 2017 · author #1
  26. Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis cs.LG · 2017 · author #1

Mentions

  • 2508.10284 #4 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2506.21814 #6 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2505.21596 #7 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2307.00067 #9 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2407.18939 #15 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2404.16064 #11 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2404.06723 #14 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2404.06641 #3 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2403.04012 #13 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2311.02026 #3 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2402.04209 #3 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2401.13588 #6 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2401.13049 #9 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2311.02251 #8 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2307.15719 #9 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2004.12551 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2111.05431 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2004.12524 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 1910.12895 #8 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 1909.07502 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 1802.10238 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 1804.10201 #3 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 1706.03446 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 1708.01372 #1 · arxiv_oai · confidence 0.70 Benjamin Shickel
  • 2605.20468 #4 · arxiv_oai · confidence 0.70 Benjamin Shickel

Frequent Coauthors