Sign in
Yinhao Ren
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 15
Top Topics
Lung Disease
Anomaly Detection
Deep Learning
High Resolution
Top Venues
Medical Imaging: Computer-Aided Diagnosis
CoRR
NeuroImage
IEEE Trans. Medical Imaging
</>
Publications
</>
Yinhao Ren
,
Xuan Liu
,
Jun Ge
,
Zisheng Liang
,
Xiaoming Xu
,
Lars J. Grimm
,
Jonathan Go
,
Jeffrey R. Marks
,
Joseph Y. Lo
Ipsilateral Lesion Detection Refinement for Tomosynthesis.
IEEE Trans. Medical Imaging
42 (10) (2023)
Yinhao Ren
,
Yunyu Gao
,
Bensheng Qiu
,
Xiang Nan
,
Jijun Han
Effects of radiofrequency channel numbers on B1+ mapping using the Bloch-Siegert shift method.
NeuroImage
279 (2023)
Rui Hou
,
Yifan Peng
,
Lars J. Grimm
,
Yinhao Ren
,
Maciej A. Mazurowski
,
Jeffrey R. Marks
,
Lorraine M. King
,
Carlo C. Maley
,
Eun-Sil Shelley Hwang
,
Joseph Y. Lo
Anomaly Detection of Calcifications in Mammography Based on 11, 000 Negative Cases.
IEEE Trans. Biomed. Eng.
69 (5) (2022)
Alina Jade Barnett
,
Fides Regina Schwartz
,
Chaofan Tao
,
Chaofan Chen
,
Yinhao Ren
,
Joseph Y. Lo
,
Cynthia Rudin
Interpretable Mammographic Image Classification using Cased-Based Reasoning and Deep Learning.
CoRR
(2021)
Alina Jade Barnett
,
Fides Regina Schwartz
,
Chaofan Tao
,
Chaofan Chen
,
Yinhao Ren
,
Joseph Y. Lo
,
Cynthia Rudin
A case-based interpretable deep learning model for classification of mass lesions in digital mammography.
Nat. Mach. Intell.
3 (12) (2021)
Alina Jade Barnett
,
Fides Regina Schwartz
,
Chaofan Tao
,
Chaofan Chen
,
Yinhao Ren
,
Joseph Y. Lo
,
Cynthia Rudin
IAIA-BL: A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography.
CoRR
(2021)
Yinhao Ren
,
Jiafeng Lu
,
Zisheng Liang
,
Lars J. Grimm
,
Connie E. Kim
,
Michael Taylor-Cho
,
Sora Yoon
,
Jeffrey R. Marks
,
Joseph Y. Lo
Retina-Match: Ipsilateral Mammography Lesion Matching in a Single Shot Detection Pipeline.
MICCAI (5)
(2021)
Yue Geng
,
Yinhao Ren
,
Rui Hou
,
Songyue Han
,
Geoffrey D. Rubin
,
Joseph Y. Lo
2.5D CNN model for detecting lung disease using weak supervision.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Dehan Kong
,
Yinhao Ren
,
Rui Hou
,
Lars J. Grimm
,
Jeffrey R. Marks
,
Joseph Y. Lo
Synthesis and texture manipulation of screening mammograms using conditional generative adversarial network.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Yinhao Ren
,
Rui Hou
,
Dehan Kong
,
Yue Geng
,
Lars J. Grimm
,
Jeffrey R. Marks
,
Joseph Y. Lo
Multiview mammographic mass detection based on a single shot detection system.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Yinhao Ren
,
Zhe Zhu
,
Yingzhou Li
,
Dehan Kong
,
Rui Hou
,
Lars J. Grimm
,
Jeffrey R. Marks
,
Joseph Y. Lo
Mask Embedding for Realistic High-Resolution Medical Image Synthesis.
MICCAI (6)
(2019)
Yinhao Ren
,
Zhe Zhu
,
Yingzhou Li
,
Joseph Y. Lo
Mask Embedding in conditional GAN for Guided Synthesis of High Resolution Images.
CoRR
(2019)
Rui Hou
,
Yinhao Ren
,
Lars J. Grimm
,
Maciej A. Mazurowski
,
Jeffrey R. Marks
,
Lorraine M. King
,
Carlo C. Maley
,
Eun-Sil Shelley Hwang
,
Joseph Y. Lo
Malignant microcalcification clusters detection using unsupervised deep autoencoders.
Medical Imaging: Computer-Aided Diagnosis
(2019)
Bibo Shi
,
Rui Hou
,
Maciej A. Mazurowski
,
Lars J. Grimm
,
Yinhao Ren
,
Jeffrey R. Marks
,
Lorraine M. King
,
Carlo C. Maley
,
Eun-Sil Shelley Hwang
,
Joseph Y. Lo
Learning better deep features for the prediction of occult invasive disease in ductal carcinoma in situ through transfer learning.
Medical Imaging: Computer-Aided Diagnosis
(2018)
Qi Wei
,
Yinhao Ren
,
Rui Hou
,
Bibo Shi
,
Joseph Y. Lo
,
Lawrence Carin
Anomaly detection for medical images based on a one-class classification.
Medical Imaging: Computer-Aided Diagnosis
(2018)