Jack Gallifant
- A Closer Look at AUROC and AUPRC under Class Imbalance
2024/01/11 by Matthew B. A. McDermott, McDermott, Matthew B. A., Haoran Zhang +8 · 2 voices · 19 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification #Methodology (stat.ME) #Text and Document Classification Technologies #cs.LG #stat.ME
- The TRIPOD-LLM reporting guideline for studies using large language models
2025/01/01 by Jack Gallifant, Majid Afshar, Saleem Ameen +30 · 1 voice · 6 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
2024/06/17 by Jack Gallifant, Gallifant, Jack, Shan Chen +17 · 4 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genomics and Rare Diseases
- ACES: Automatic Cohort Extraction System for Event-Stream Datasets
2024/06/28 by Justin Xu, Xu, Justin, Jack Gallifant +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- MedBrowseComp: Benchmarking Medical Deep Research and Computer Use
2025/05/20 by Shan Chen, Chen, Shan, Pedro Moreira +16 · 1 voice · 6 citations
Computer Science · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Scientific Computing and Data Management #cs.CL
- EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models
2024/06/28 by João Matos, Matos, João, Jack Gallifant +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Machine Learning in Healthcare