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PHT180 is pleased to announce the selected projects for Stage II 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)
Mathematical Modeling the biomechanical properties of myopic eyes and their interactions with contact lenses - Carichino (COS) and Maki (COS)
Brain-Informed Wearable Interfaces for Decoding and Empowering Auditory Selective Attention - Shim (CET)

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Proposal Development Accelerator Program
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Featured Project
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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