Fries, Jason A.
- Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data
2020/01/06 by Steinberg, Ethan, Jung, Ken, Fries, Jason A. +3 · 11 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
2023/07/05 by Michael Wornow, Rahul Thapa, Wornow, Michael +7 · 15 citations
Computer Science · Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
2023/08/27 by Scott L. Fleming, Fleming, Scott L., Alejandro Lozano +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
- INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis
2023/11/17 by Shih-Cheng Huang, Huang, Shih-Cheng, Zepeng Huo +15 · 5 citations
Medicine · #Venous Thromboembolism Diagnosis and Management #Acute Ischemic Stroke Management #Radiomics and Machine Learning in Medical Imaging
- Language Models in the Loop: Incorporating Prompting into Weak Supervision
2022/05/04 by Smith, Ryan, Fries, Jason A., Hancock, Braden +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)