Madhumita Sushil

Use of a Large Language Model to Assess Clinical Acuity of Adults in the Emergency Department

2024 · 119 Zit. · JAMA Network Open

Evaluating large language models as agents in the clinic

2024 · 113 Zit. · npj Digital Medicine

CORAL: Expert-Curated Oncology Reports to Advance Language Model Inference

2024 · 56 Zit. · NEJM AI

A comparative study of large language model-based zero-shot inference and task-specific supervised classification of breast cancer pathology reports

2024 · 36 Zit. · Journal of the American Medical Informatics Association

Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks

2025 · 23 Zit. · Journal of the American Medical Informatics Association

Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data

2023 · 15 Zit. · Journal of the American Medical Informatics Association

Assessing Large Language Models for Oncology Data Inference From Radiology Reports

2024 · 13 Zit. · JCO Clinical Cancer Informatics

The MI-CLAIM-GEN checklist for generative artificial intelligence in health

2025 · 12 Zit. · Nature Medicine

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification

2024 · 10 Zit. · Research Square

Assessing clinical acuity in the Emergency Department using the GPT-3.5 Artificial Intelligence Model

2023 · 7 Zit. · medRxiv

A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification

2024 · 3 Zit. · arXiv (Cornell University)

A systematic review of trial-matching pipelines using large language models

2025 · 2 Zit. · Research Square

Abstract B074: Clinical inference of location and trajectory of pancreatic cancer from radiology reports using zero-shot LLM

2024 · 2 Zit. · Cancer Research

Large Language Models as Agents in the Clinic

2023 · 1 Zit. · arXiv (Cornell University)