Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Mingchen Gao

Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment

Sep 04, 2021
Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur Srihari, Yifan Peng, Mingchen Gao

* 10 Pages, 1 Figure, 3 Tables, Accepted in 12th Machine Learning in Medical Imaging (MLMI 2021) workshop 

  Access Paper or Ask Questions

LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation

Sep 04, 2021
Mohammad Abuzar Shaikh, Zhanghexuan Ji, Dana Moukheiber, Sargur Srihari, Mingchen Gao

* 14 pages, 10 Figures, 5 Tables 

  Access Paper or Ask Questions

An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation

Sep 01, 2021
Yan Shen, Zhanghexuan Ji, Mingchen Gao

* Accepted by 2020 11TH International Conference on Machine Learning in Medical Imaging (MLMI 2020) 

  Access Paper or Ask Questions

Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization

Jun 25, 2021
Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu

* 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) 

  Access Paper or Ask Questions

Soft-Attention Improves Skin Cancer Classification Performance

May 10, 2021
Soumyya Kanti Datta, Mohammad Abuzar Shaikh, Sargur N. Srihari, Mingchen Gao

* 8 pages, 9 figures, 4 tables 

  Access Paper or Ask Questions

Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation

Nov 05, 2019
Zhanghexuan Ji, Yan Shen, Chunwei Ma, Mingchen Gao

* 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019) Accept 

  Access Paper or Ask Questions

Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data

Sep 20, 2019
Chunwei Ma, Zhanghexuan Ji, Mingchen Gao

* 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019) early accept 

  Access Paper or Ask Questions

Brain Tumor Segmentation on MRI with Missing Modalities

Apr 15, 2019
Yan Shen, Mingchen Gao

* Will appear in IPMI 2019 

  Access Paper or Ask Questions

Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization

Aug 17, 2018
Yan Shen, Mingchen Gao

* MLMI 2018 

  Access Paper or Ask Questions

Holistic Interstitial Lung Disease Detection using Deep Convolutional Neural Networks: Multi-label Learning and Unordered Pooling

Jan 19, 2017
Mingchen Gao, Ziyue Xu, Le Lu, Adam P. Harrison, Ronald M. Summers, Daniel J. Mollura

  Access Paper or Ask Questions

Characterization of Lung Nodule Malignancy using Hybrid Shape and Appearance Features

Sep 21, 2016
Mario Buty, Ziyue Xu, Mingchen Gao, Ulas Bagci, Aaron Wu, Daniel J. Mollura

* Accepted to MICCAI 2016 

  Access Paper or Ask Questions

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Feb 10, 2016
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel Mollura, Ronald M. Summers

  Access Paper or Ask Questions