Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening

Nan Wu, Jason Phang, Jungkyu Park, +29

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkDiagnostic Imaging +18

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

Thomas Schaffter, Diana S.M. Buist, Christoph I. Lee, +70

JAMA Network Open

Artificial intelligence system reduces false-positive findings in the interpretation of breast ultrasound exams

Yiqiu Shen, Farah E. Shamout, Jamie R. Oliver, +26

Nature Communications

Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

Kevin Leung, Bofei Zhang, Jimin Tan, +6

Radiology

An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

Yiqiu Shen, Nan Wu, Jason Phang, +8

Medical Image Analysis

Convolutional Neural NetworkEngineeringMachine LearningLocalizationNatural Images +22

High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks

Krzysztof J. Geras, Stacey Wolfson, Yiqiu Shen, +7

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningDiagnostic ImagingImage Size +19

Distribution, source, and environmental risk assessment of phthalate esters (PAEs) in water, suspended particulate matter, and sediment of a typical Yangtze River Delta City, China

Hui Chen, Wei Mao, Yiqiu Shen, +8

Environmental Science and Pollution Research

Chemical EngineeringEnvironmental ChemistryEngineeringSediment QualityAir Quality +11

Adaptive Early-Learning Correction for Segmentation from Noisy Annotations

Sheng Liu, Kangning Liu, Weicheng Zhu, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Breast Density Classification with Deep Convolutional Neural Networks

Nan Wu, Krzysztof J. Geras, Yiqiu Shen, +6

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningBreast Density Classification +14

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Nan Wu, Jason Phang, Jungkyu Park, +29

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersDiagnostic Imaging +16