Mohammed Alawad

Limitations of Transformers on Clinical Text Classification

Shang Gao, Mohammed Alawad, M. Todd Young et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 148 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +20

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

Mohammed Alawad, Shang Gao, John X. Qiu et al. · Journal of the American Medical Informatics Association · 2019 · 93 citations · Full text

Classifying cancer pathology reports with hierarchical self-attention networks

Shang Gao, John X. Qiu, Mohammed Alawad et al. · Artificial Intelligence in Medicine · 2019 · 55 citations · Full text

Structured Prediction, Convolutional Neural Network, Cancer Pathology Reports +20

Privacy-Preserving Deep Learning NLP Models for Cancer Registries

Mohammed Alawad, Hong‐Jun Yoon, Shang Gao et al. · IEEE Transactions on Emerging Topics in Computing · 2020 · 46 citations · Full text

Natural Language Processing, Large Ai Model, Privacy Protection +15

Early Prediction of COVID-19 Ventilation Requirement and Mortality from Routinely Collected Baseline Chest Radiographs, Laboratory, and Clinical Data with Machine Learning

Abdulrhman Aljouie, Ahmed Almazroa, Yahya Bokhari et al. · Journal of Multidisciplinary Healthcare · 2021 · 44 citations · Full text