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Publications

2025

Personalized Case‑ and Evidence‑Based TBI Prognosis with Small Language Models

Pranav Manjunath, Syed Adil, Ben Wissel, Daniel Sexton, Brian Lerner, Timothy Dunn

IEEE BHI 2025 - Oral Presentation

Code

Trust Your Neighbors: Multimodal Patient Retrieval for TBI Prognosis

Pranav Manjunath, Brian Lerner, Timothy Dunn

Journal of Biomedical Health Informatics (Oral Presentation at IEEE BHI 2025)

2024

Towards Interactive and Interpretable Image Retrieval-Based Diagnosis: Enhancing Brain Tumor Classification with LLM Explanations and Latent Structure Preservation

Pranav Manjunath, Brian Lerner, Timothy Dunn

Best Student Paper Award - Artifical Intelligence in Medicine (AIME)
Oral Presentation - AIME

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Personalizing Total Knee Arthroplasty: A Deep Learning Approach to Restoring Natural Alignment with Anatomic Key-point Identification

J. Helmkamp, P. Manjunath, B. Valan, P. Raghuvanshi, M. Izzi, T. Dunn, Seyler

Accepted Abstract
Podium Presentation - Orthopedic Trauma Association

2020

Apriori Algorithm and Decision Tree Classification Methods to Mine Educational Data for Evaluating Graduate Admissions to US Universities

Pranav Manjunath, Kushal Naidu

Conference Proceedings - ICCCMLA

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2019

EyesPro: Protect Your Eyes

Pranav Manjunath, Nimisha V. Arun

Best Paper Award - RISE 2019 (PESIT-based conference)

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