Meliha Yetişgen

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

2024 · 81 Zit. · JAMA Surgery

Large language models for biomedicine: foundations, opportunities, challenges, and best practices

2024 · 49 Zit. · Journal of the American Medical Informatics Association

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation.

2021 · 8 Zit. · PubMed Central

Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine

2023 · 8 Zit. · Journal of the American Medical Informatics Association

Annotation of Clinically Important Follow-up Recommendations in Radiology Reports

2015 · 3 Zit.

ACI-BENCH: a Novel Ambient Clinical Intelligence Dataset for Benchmarking Automatic Visit Note Generation

2023 · 3 Zit. · arXiv (Cornell University)

BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning.

2025 · 1 Zit. · PubMed

Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

2024 · 1 Zit. · arXiv (Cornell University)

Prediction of American Society of Anesthesiologists Physical Status Classification from Preoperative Clinical Text Narratives Using Natural Language Processing

2023 · 1 Zit.

Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation

2020 · 0 Zit. · arXiv (Cornell University)

TrajSurv: Learning Continuous Latent Trajectories from Electronic Health Records for Trustworthy Survival Prediction

2025 · 0 Zit. · ArXiv.org

Automated Identification of Incidentalomas Requiring Follow-Up: A Multi-Anatomy Evaluation of LLM-Based and Supervised Approaches

2025 · 0 Zit. · ArXiv.org

Transferability of neural network clinical deidentification systems

2021 · 0 Zit. · Journal of the American Medical Informatics Association

A Systematic Analysis of Large Language Models with RAG-enabled Dynamic Prompting for Medical Error Detection and Correction

2025 · 0 Zit. · ArXiv.org

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease

2025 · 0 Zit. · ArXiv.org