Search Results for author: Mohammad M. Ghassemi

Found 5 papers, 1 papers with code

Iterative Prompt Refinement for Radiation Oncology Symptom Extraction Using Teacher-Student Large Language Models

no code implementations6 Feb 2024 Reza Khanmohammadi, Ahmed I Ghanem, Kyle Verdecchia, Ryan Hall, Mohamed Elshaikh, Benjamin Movsas, Hassan Bagher-Ebadian, Indrin Chetty, Mohammad M. Ghassemi, Kundan Thind

This study introduces a novel teacher-student architecture utilizing Large Language Models (LLMs) to improve prostate cancer radiotherapy symptom extraction from clinical notes.

Prompt Engineering

The Broad Impact of Feature Imitation: Neural Enhancements Across Financial, Speech, and Physiological Domains

no code implementations21 Sep 2023 Reza Khanmohammadi, Tuka Alhanai, Mohammad M. Ghassemi

Three different experiments are conducted in this study to test the applicability of imitating Tsallis entropy for performance enhancement: Bitcoin price prediction, speech emotion recognition, and chronic neck pain detection.

Speech Emotion Recognition Time Series

EEG Channel Interpolation Using Deep Encoder-decoder Netwoks

1 code implementation21 Sep 2020 Sari Saba-Sadiya, Tuka Alhanai, Taosheng Liu, Mohammad M. Ghassemi

Our approach exhibited a minimum of ~15% improvement over contemporary approaches when tested on subjects and tasks not used during model training.

Decoder EEG +2

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