Search Results for author: Soumya Gayen

Found 3 papers, 2 papers with code

Medical Image Retrieval via Nearest Neighbor Search on Pre-trained Image Features

1 code implementation5 Oct 2022 Deepak Gupta, Russell Loane, Soumya Gayen, Dina Demner-Fushman

We extensively tested the proposed NNS approach and compared the performance with state-of-the-art NNS approaches on benchmark datasets and our created medical image datasets.

Medical Image Retrieval Retrieval

Question-Driven Summarization of Answers to Consumer Health Questions

1 code implementation18 May 2020 Max Savery, Asma Ben Abacha, Soumya Gayen, Dina Demner-Fushman

This dataset can be used to evaluate single or multi-document summaries generated by algorithms using extractive or abstractive approaches.

Question Answering

A dataset of clinically generated visual questions and answers about radiology images

no code implementations Scientific Data 2018 Jason J. Lau, Soumya Gayen, Asma Ben Abacha, Dina Demner-Fushman

We introduce VQA-RAD, the first manually constructed dataset where clinicians asked naturally occurring questions about radiology images and provided reference answers.

Decision Making Medical Visual Question Answering +2

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