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

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

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

Pulmonary Nodules in Patients with Primary Malignancy: Comparison of Hybrid PET/MR and PET/CT Imaging

Hersh Chandarana, Laura Heacock, Rajan Rakheja, +6

Radiology

Evaluation of a known breast cancer using an abbreviated breast MRI protocol: Correlation of imaging characteristics and pathology with lesion detection and conspicuity

Laura Heacock, Amy N. Melsaether, Samantha L. Heller, +5

European Journal of Radiology

Lesion DetectionEngineeringBreast OncologyMedical ImagingMedicine +11

Improving breast cancer diagnostics with deep learning for MRI

Jan Witowski, Laura Heacock, Beatriu Reig, +10

Science Translational Medicine

Laparoscopic sleeve gastrectomy: does bougie size affect mean %EWL? Short-term outcomes

Manish Parikh, Michel Gagner, Laura Heacock, +3

Surgery for Obesity and Related Diseases

Bariatric SurgeryLaparoscopySleeve GastrectomyGastroenterologyShort-term Outcomes +4

Breast MRI for Evaluation of Response to Neoadjuvant Therapy

Beatriu Reig, Alana A. Lewin, Linda Du, +5

Radiographics

PET/MRI for the Evaluation of Patients With Lymphoma: Initial Observations

Laura Heacock, Joseph Weissbrot, Roy A. Raad, +4

American Journal of Roentgenology