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PHT180 is pleased to announce the selected projects for Stage I of the
Proposal Development Accelerator Program.

Bridge Data for Microneedle Mediated Local TRPC6 Inhibition in Cutaneous Scleroderma - Wuertz-Kozak (KGCOE), Schrlau (KGCOE) and Lewis (CET)

Bridging the Skin Tone Gap in Melanoma Detection Through an LVLM Reasoning-Controlled Dermatology Data Synthesis Framework - Tao (GCCIS)

Early Detection of Heat Stress Using Respiratory and Heat-Transfer Signals - Goyal (CET), L Wang (GCCIS) and Lewis (CET)

Engineering a thrombosis model for direct volumetric quantification of aspiration dynamics in ischemic stroke treatment - Dou (KGCOE), Day (KGCOE) and Abhyankar (KGCOE)

Mathematical Modeling the biomechanical properties of myopic eyes and their interactions with contact lenses - Carichino (COS) and Maki (COS)

Novel approaches to visual rehabilitation in macular degeneration - Maniglia (COLA)

Brain-Informed Wearable Interfaces for Decoding and Empowering Auditory Selective Attention - Shim (CET)

Privacy-Aware LLM-Driven Framework for Multimodal Cancer Prognosis - Tang (GCCIS) and Hu (GCCIS)

A Physics Informed Heart Digital Twin for Predicting Chronic Heart Failure Decompensation from Obstructive Sleep Apnea - Zheng (KGCOE), Xue (KGCOE) and L Wang (GCCIS)

The Virtual Implant: A Foundation Model for Spatio-temporal Invasive EEG Reconstruction - J Thomas (CET) and Shim (CET)

Proposal Development Accelerator Program

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Proposal Development Accelerator Program

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Featured Project

AI clinicaldiagnostic image

Large Visual-Language Models Improve Dermatology Knowledge, Disease Detection and Diagnosis

In the era of AI, demand for rapid, accurate clinical diagnostic tools continues to grow. The main goal of Dr. Tao’s research program is to advance this field by studying reliable large visual-language models (LVLMs) for dermatology AI through clinically grounded visual reasoning and policy optimization. The resulting AI program will align dermatological knowledge with AI-powered image analysis and provide conversational assistance for early detection and diagnosis, enabling accessible preliminary screening to facilitate timely medical consultation.

Zhiqiang Tao, Principal Investigator

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