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)

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)

Mask Embedding in conditional GAN for Guided Synthesis of High Resolution Images. - Yinhao Ren; Zhe Zhu; Yingzhou Li; Joseph Y. Lo (CoRR, 2019)

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)

Retina-Match: Ipsilateral Mammography Lesion Matching in a Single Shot Detection Pipeline. - Yinhao Ren; Jiafeng Lu; Zisheng Liang; Lars J. Grimm; Connie E. Kim; Michael Taylor-Cho; Sora Yoon; Jeffrey R. Marks; Joseph Y. Lo (MICCAI (5), 2021)

IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography. - Alina Jade Barnett; Fides Regina Schwartz; Chaofan Tao; Chaofan Chen; Yinhao Ren; Joseph Y. Lo; Cynthia Rudin (CoRR, 2021)

Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning. - Alina Jade Barnett; Fides Regina Schwartz; Chaofan Tao; Chaofan Chen; Yinhao Ren; Joseph Y. Lo; Cynthia Rudin (CoRR, 2021)

A case-based interpretable deep learning model for classification of mass lesions in digital mammography. - Alina Jade Barnett; Fides Regina Schwartz; Chaofan Tao; Chaofan Chen; Yinhao Ren; Joseph Y. Lo; Cynthia Rudin (Nat. Mach. Intell., 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)

Multi-view DBT grid-attention detection framework. - Xuan Liu; Yinhao Ren; Zisheng Liang; Lars J. Grimm; Jun Ge; Joseph Y. Lo (Computer-Aided Diagnosis, 2023)

Read like a Radiologist: Cancer Detection using Multi-view Correspondence in Digital Breast Tomosynthesis. - Yinhao Ren (2023)

Effects of radiofrequency channel numbers on B1+ mapping using the Bloch-Siegert shift method. - Yinhao Ren; Yunyu Gao; Bensheng Qiu; Xiang Nan; Jijun Han (NeuroImage, 2023)

Ipsilateral Lesion Detection Refinement for Tomosynthesis. - Yinhao Ren; Xuan Liu; Jun Ge; Zisheng Liang; Xiaoming Xu; Lars J. Grimm; Jonathan Go; Jeffrey R. Marks; Joseph Y. Lo (IEEE Trans. Medical Imaging, 2023)

Fat-Water Signal-Based Electrical Properties Tomography Using the Dixon Technique. - Yinhao Ren; Kecheng Yuan; Guofang Xu; Chunyou Ye; Feng Liu 005; Bensheng Qiu; Xiang Nan; Jijun Han (IEEE Trans. Instrum. Meas., 2024)

MammoTracker: Mask-Guided Lesion Tracking in Temporal Mammograms. - Xuan Liu; Yinhao Ren; Marc D. Ryser; Lars J. Grimm; Joseph Y. Lo (CoRR, 2025)