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Wei-Hung Weng

Computer Science and Artificial Intelligence Laboratory, MIT

Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View


Dec 05, 2021
Di Jin, Elena Sergeeva, Wei-Hung Weng, Geeticka Chauhan, Peter Szolovits

* The first four authors contributed equally, psz is the corresponding author. To appear as an advanced review in WIREs Mechanisms of Disease Journal 

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Addressing the Real-world Class Imbalance Problem in Dermatology


Oct 09, 2020
Wei-Hung Weng, Jonathan Deaton, Vivek Natarajan, Gamaleldin F. Elsayed, Yuan Liu

* 11 pages + 3 pages appendix, 8 figures, 6 appendix tables 

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What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams


Sep 28, 2020
Di Jin, Eileen Pan, Nassim Oufattole, Wei-Hung Weng, Hanyi Fang, Peter Szolovits

* Submitted to AAAI 2021 

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CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output


Jun 26, 2020
Matthew B. A. McDermott, Tzu Ming Harry Hsu, Wei-Hung Weng, Marzyeh Ghassemi, Peter Szolovits

* To appear at MLHC 2020 

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Entity-Enriched Neural Models for Clinical Question Answering


May 13, 2020
Bhanu Pratap Singh Rawat, Wei-Hung Weng, Preethi Raghavan, Peter Szolovits

* BioNLP Workshop, ACL'2020 

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Weakly Supervised Context Encoder using DICOM metadata in Ultrasound Imaging


Mar 20, 2020
Szu-Yeu Hu, Shuhang Wang, Wei-Hung Weng, JingChao Wang, XiaoHong Wang, Arinc Ozturk, Qian Li, Viksit Kumar, Anthony E. Samir

* Accept as a workshop paper at AI4AH, ICLR 2020 

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Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification


Feb 29, 2020
Wei-Hung Weng, Yu-An Chung, Schrasing Tong


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Human-centric Metric for Accelerating Pathology Reports Annotation


Nov 12, 2019
Ruibin Ma, Po-Hsuan Cameron Chen, Gang Li, Wei-Hung Weng, Angela Lin, Krishna Gadepalli, Yuannan Cai

* Machine Learning for Health (ML4H) at NeurIPS 2019 - Extended Abstract 

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Representation Learning for Electronic Health Records


Sep 19, 2019
Wei-Hung Weng, Peter Szolovits


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