David Sontag

Guidelines for reinforcement learning in healthcare

2018 · 351 Zit. · Nature Medicine

Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative

2021 · 5 Zit.

Attention-based neural networks for clinical prediction modelling on electronic health records

2023 · 4 Zit. · BMC Medical Research Methodology

340 Machine Learning Algorithms Can Identify Patients Who Will Benefit from Targeted Sepsis Decision Support

2012 · 2 Zit. · Annals of Emergency Medicine

Assessing the Impact of Automated Suggestions on Decision Making: Domain\n Experts Mediate Model Errors but Take Less Initiative

2021 · 0 Zit. · arXiv (Cornell University)

Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning

2024 · 0 Zit.

Evaluating Physician-AI Interaction for Multiple Myeloma Management: Paving the Path Towards Precision Oncology

2023 · 0 Zit. · Blood

Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology

2024 · 0 Zit. · arXiv (Cornell University)