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Muhammad Bilal

Nephrology Fellowship · University of Kentucky College of Medicine

Credentials: · ·

History

Nephrology
University of Kentucky College of Medicine
2025–Present
Internal Medicine
University of Florida
2022–2025
Bachelor of Medicine, Bachelor of Surgery
2018–2022

Research

Enhancing suicidal behavior detection in EHRs: A multi-label NLP framework with transformer models and semantic retrieval-based annotation
Journal of Biomedical Informatics · 2025 · 8 citations
Natural language processing for analyzing online customer reviews: a survey, taxonomy, and open research challenges
PeerJ Computer Science · 2024 · Co-first of 2 authors · Corresponding · 5 citations
Image enhancement with art design: a visual feature approach with a CNN-transformer fusion model
PeerJ Computer Science · 2024 · Last of 6 authors · 3 citations