Savage, Thomas

1. Diagnostic Reasoning Prompts Reveal the Potential for Large Language Model Interpretability in Medicine
   2023/08/13 by Thomas Savage, Savage, Thomas, Ashwin Nayak +7 · 15 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning in Healthcare #Topic Modeling
2. MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
   2023/08/27 by Scott L. Fleming, Alejandro Lozano, Fleming, Scott L. +57 · 7 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
3. Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization
   2024/09/19 by Savage, Thomas, Ma, Stephen, Boukil, Abdessalem +4 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data
   2024/09/02 by Ghaffarzadeh-Esfahani, Mohammadreza, Ghaffarzadeh-Esfahani, Mahdi, Salahi-Niri, Arian +39 · 2 citations
   #68T50 #92C50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #J.3 #Machine Learning (cs.LG)
5. Methods to Estimate Large Language Model Confidence
   2023/11/28 by Kotelanski, Maia, Gallo, Robert, Nayak, Ashwin +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences