Improving classification with forced labeling of other related classes: application to prediction of upstaged ductal carcinoma in situ using mammographic features. - Rui Hou 002; Bibo Shi; Lars J. Grimm; Maciej A. Mazurowski; Jeffrey R. Marks; Lorraine M. King; Carlo C. Maley; Eun-Sil Shelley Hwang; Joseph Y. Lo (Computer-Aided Diagnosis, 2018)

Learning better deep features for the prediction of occult invasive disease in ductal carcinoma in situ through transfer learning. - Bibo Shi; Rui Hou 002; Maciej A. Mazurowski; Lars J. Grimm; Yinhao Ren; Jeffrey R. Marks; Lorraine M. King; Carlo C. Maley; Eun-Sil Shelley Hwang; Joseph Y. Lo (Computer-Aided Diagnosis, 2018)

Anomaly detection for medical images based on a one-class classification. - Qi Wei; Yinhao Ren; Rui Hou 002; Bibo Shi; Joseph Y. Lo; Lawrence Carin (Computer-Aided Diagnosis, 2018)

2.5D CNN model for detecting lung disease using weak supervision. - Yue Geng; Yinhao Ren; Rui Hou 002; Songyue Han; Geoffrey D. Rubin; Joseph Y. Lo (Computer-Aided Diagnosis, 2019)

Malignant microcalcification clusters detection using unsupervised deep autoencoders. - Rui Hou 002; Yinhao Ren; Lars J. Grimm; Maciej A. Mazurowski; Jeffrey R. Marks; Lorraine M. King; Carlo C. Maley; Eun-Sil Shelley Hwang; Joseph Y. Lo (Computer-Aided Diagnosis, 2019)

Synthesis and texture manipulation of screening mammograms using conditional generative adversarial network. - Dehan Kong; Yinhao Ren; Rui Hou 002; Lars J. Grimm; Jeffrey R. Marks; Joseph Y. Lo (Computer-Aided Diagnosis, 2019)

Multiview mammographic mass detection based on a single shot detection system. - Yinhao Ren; Rui Hou 002; Dehan Kong; Yue Geng; Lars J. Grimm; Jeffrey R. Marks; Joseph Y. Lo (Computer-Aided Diagnosis, 2019)

Classification of chest CT using case-level weak supervision. - Ruixiang Tang; Fakrul Islam Tushar; Songyue Han; Rui Hou 002; Geoffrey D. Rubin; Joseph Y. Lo (Computer-Aided Diagnosis, 2019)

Mask Embedding for Realistic High-Resolution Medical Image Synthesis. - Yinhao Ren; Zhe Zhu; Yingzhou Li; Dehan Kong; Rui Hou 002; Lars J. Grimm; Jeffrey R. Marks; Joseph Y. Lo (MICCAI (6), 2019)

A multitask deep learning method in simultaneously predicting occult invasive disease in ductal carcinoma in-situ and segmenting microcalcifications in mammography. - Rui Hou 002; Lars J. Grimm; Maciej A. Mazurowski; Jeffrey R. Marks; Lorraine M. King; Carlo C. Maley; Eun-Sil Shelley Hwang; Joseph Y. Lo (Computer-Aided Diagnosis, 2020)

Attention-guided classification of abnormalities in semi-structured computed tomography reports. - Khrystyna Faryna; Fakrul Islam Tushar; Vincent M. D'Anniballe; Rui Hou 002; Geoffrey D. Rubin; Joseph Y. Lo (Computer-Aided Diagnosis, 2020)

Microcalcification localization and cluster detection using unsupervised convolutional autoencoders and structural similarity index. - Yifan Peng 004; Rui Hou 002; Yinhao Ren; Lars J. Grimm; Jeffrey R. Marks; Eun-Sil Shelley Hwang; Joseph Y. Lo (Computer-Aided Diagnosis, 2020)

Weakly supervised 3D classification of chest CT using aggregated multi-resolution deep segmentation features. - Anindo Saha; Fakrul Islam Tushar; Khrystyna Faryna; Vincent M. D'Anniballe; Rui Hou 002; Maciej A. Mazurowski; Geoffrey D. Rubin; Joseph Y. Lo (Computer-Aided Diagnosis, 2020)

Weakly Supervised Multi-Organ Multi-Disease Classification of Body CT Scans. - Fakrul Islam Tushar; Vincent M. D'Anniballe; Rui Hou 002; Maciej A. Mazurowski; Wanyi Fu; Ehsan Samei; Geoffrey D. Rubin; Joseph Y. Lo (CoRR, 2020)

Prediction of Upstaged Ductal Carcinoma In Situ Using Forced Labeling and Domain Adaptation. - Rui Hou 002; Maciej A. Mazurowski; Lars J. Grimm; Jeffrey R. Marks; Lorraine M. King; Carlo C. Maley; Eun-Sil Shelley Hwang; Joseph Y. Lo (IEEE Trans. Biomed. Eng., 2020)

Machine Learning Approaches to Improve Diagnosis and Management of Mammographic Calcifications. - Rui Hou 002 (2021)

Anomaly Detection of Calcifications in Mammography Based on 11, 000 Negative Cases. - Rui Hou 002; Yifan Peng 004; Lars J. Grimm; Yinhao Ren; Maciej A. Mazurowski; Jeffrey R. Marks; Lorraine M. King; Carlo C. Maley; Eun-Sil Shelley Hwang; Joseph Y. Lo (IEEE Trans. Biomed. Eng., 2022)