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I recently graduated with an M.S. in Computer Science (Research Thesis) from the CS Department at Carnegie Mellon's School of Computer Science. I defended my graduate thesis on vision-language models for medical report generation. Previously, I interned at IMC Trading, Facebook/Instagram, and Amazon. Email / Google Scholar / Twitter / Github |
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See Google Scholar for more. |
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Ankit Gupta, Min Xu, Martin Zhang, Bryan Wilder MSCS Thesis Defense [paper] [talk] We compare the performance of a variety of approaches for generating medical reports on a dataset of chest X-ray medical reports, including a unimodal fine-tuned medical LLM, a multimodal model without symptom data, and a multimodal model with symptom data. Next, we introduce four new metrics for evaluating the similarity between generated and reference medical reports, which we term Word Pairs, Sentence Average, Sentence Pairs, and Sentence Pairs (Bio). |
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Website design from Jon Barron |