Search Results for author: Tzu-Ming Harry Hsu

Found 5 papers, 3 papers with code

DeepOPG: Improving Orthopantomogram Finding Summarization with Weak Supervision

no code implementations15 Mar 2021 Tzu-Ming Harry Hsu, Yin-Chih Chelsea Wang

The proposed dental coherence and weak supervision both are shown to improve DeepOPG by adding 5. 9% and 0. 4% to AP@IoU=0. 5.

Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

7 code implementations13 Sep 2019 Tzu-Ming Harry Hsu, Hang Qi, Matthew Brown

In this work, we look at the effect such non-identical data distributions has on visual classification via Federated Learning.

Federated Learning General Classification +1

Clinically Accurate Chest X-Ray Report Generation

1 code implementation4 Apr 2019 Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi

The automatic generation of radiology reports given medical radiographs has significant potential to operationally and improve clinical patient care.

Text Generation

Unsupervised Multimodal Representation Learning across Medical Images and Reports

no code implementations21 Nov 2018 Tzu-Ming Harry Hsu, Wei-Hung Weng, Willie Boag, Matthew McDermott, Peter Szolovits

Joint embeddings between medical imaging modalities and associated radiology reports have the potential to offer significant benefits to the clinical community, ranging from cross-domain retrieval to conditional generation of reports to the broader goals of multimodal representation learning.

Representation Learning Retrieval

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