3 papers
cs.LG2026
Multi-Modal Machine Learning for Breast Cancer Recurrence Prediction
Jiahao Shao, Xudong Wang, Anam Nawaz Khan +3
Breast cancer recurrence, a leading cause of long-term mortality among survivors, requires timely and accurate risk assessment to guide follow-up care and treatment planning. Tradi…
cs.LG2026
Multi-Task LLM with LoRA Fine-Tuning for Automated Cancer Staging and Biomarker Extraction
Jiahao Shao, Anam Nawaz Khan, Christopher Brett +3
Pathology reports serve as the definitive record for breast cancer staging, yet their unstructured format impedes large-scale data curation. While Large Language Models (LLMs) offe…
cs.CL2025
Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation Study
Soheil Hashtarkhani, Rezaur Rashid, Christopher L Brett +6
Electronic health records contain inconsistently structured or free-text data, requiring efficient preprocessing to enable predictive health care models. Although artificial intell…