David J. Collins

Patient-derived organoids model treatment response of metastatic gastrointestinal cancers

Georgios Vlachogiannis, Somaieh Hedayat, Alexandra Vatsiou et al. · Science · 2018 · 1.9K citations · Full text

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

Hoo-Chang Shin, Matthew Orton, David J. Collins et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 494 citations

Artificial Intelligence, Convolutional Neural Network, Medical Image Segmentation +22

Predicting Response of Colorectal Hepatic Metastasis: Value of Pretreatment Apparent Diffusion Coefficients

Dow‐Mu Koh, Erica Scurr, David J. Collins et al. · American Journal of Roentgenology · 2007 · 345 citations

METastasis Reporting and Data System for Prostate Cancer: Practical Guidelines for Acquisition, Interpretation, and Reporting of Whole-body Magnetic Resonance Imaging-based Evaluations of Multiorgan Involvement in Advanced Prostate Cancer

Anwar R. Padhani, Frédéric Lecouvet, Nina Tunariu et al. · European Urology · 2016 · 321 citations · Full text

Guidelines for Acquisition, Interpretation, and Reporting of Whole-Body MRI in Myeloma: Myeloma Response Assessment and Diagnosis System (MY-RADS)

Christina Messiou, Jens Hillengaß, Stefan Delorme et al. · Radiology · 2019 · 305 citations · Full text

Engineering, Pet-mri, Diagnosis +16