Mohammad M. Ghassemi

Michigan State University — United States

Medicine · Health Sciences

24h-index9.9kcitations120works1.12yr avg
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Research Topics

Cardiac Arrest and Resuscitation(15), Machine Learning in Healthcare(14), EEG and Brain-Computer Interfaces(12), Radiomics and Machine Learning in Medical Imaging(12), Topic Modeling(10)

Publications120 total

Moving Beyond Single-Model Assumptions in DCE-MRI: Probabilistic Nested Model Selection for Enhanced Tumor Microvasculature Analysis
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Wavelet-Based Time-Frequency Analysis of Radiation-Induced Vascular Changes in Brain Tumors Using Dynamic Contrast Enhanced MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Efficient CTCAE Grading for Post-Radiotherapy Toxicities Using Large Language Models: A Privacy-Preserving Approach Using Instruction Fine-Tuning
International Journal of Radiation Oncology*Biology*Physics·2025
Extracting Overlapping Microservices from Monolithic Code via Deep Semantic Embeddings and Graph Neural Network-Based Soft Clustering
arXiv (Cornell University)·2025Open Access
Characterization of acute radiation‐induced vascular changes in animal model of brain tumors using time frequency analysis of DCE MRI information
Medical Physics·2025
Calibrating LLM Confidence by Probing Perturbed Representation Stability
arXiv (Cornell University)·2025Open Access
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Enhancing Radiology Clinical Histories Through Transformer-Based Automated Clinical Note Summarization
Journal of Imaging Informatics in Medicine·2025· 2 citedOpen Access
An LSTM Feature Imitation Network for Hand Movement Recognition from sEMG Signals
2025· 1 cited
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation
2025
AI-driven prediction of cardio-oncology biomarkers through protein corona analysis
Chemical Engineering Journal·2025· 10 cited
Probabilistic nested model selection in pharmacokinetic analysis of DCE-MRI data in animal model of cerebral tumor
Scientific Reports·2025· 2 citedOpen Access
Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and Benchmarks
arXiv (Cornell University)·2025Open Access
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation
arXiv (Cornell University)·2025· 1 citedOpen Access
Sleep Stage Classification: A Novel Architecture Utilizing Single-Channel Eeg Signals and Synchrosqueezed Transform
SSRN Electronic Journal·2025Open Access
Integrating natural language processing into radiation oncology: a practical guide to transformer architecture and large language models
BJR|Artificial Intelligence·2025Open Access
Calibrating LLM Confidence by Probing Perturbed Representation Stability
2025· 1 citedOpen Access
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework
arXiv (Cornell University)·2024Open Access
A Novel Localized Student-Teacher LLM for Enhanced Toxicity Extraction in Radiation Oncology
International Journal of Radiation Oncology*Biology*Physics·2024· 2 citedOpen Access
Data Selective NLMS Outperforms LSTM and Futures for Regional Soybean Prices Forecasting
2024· 1 cited
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Frequent Co-authors

Tuka Alhanai(11), M. Brandon Westover(10), Edilberto Amorim(9), Shamim Nemati(8), Gari D. Clifford(6), Leo Anthony Celi(5), Roger G. Mark(5), Adithya Sivaraju(5), Susan T. Herman(5), Nicolas Gaspard(5), Mengling Feng(4), Jong Woo Lee(4), Sydney S. Cash(4), Wei‐Long Zheng(4), Jeannette Hofmeijer(4), Jin Jing(3), Jong W. Lee(3), Sari Saba-Sadiya(3), Michel J. A. M. van Putten(3), Alistair E. W. Johnson(2)