Cardiology | Radiology Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. April 21, 2020
Cardiology On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra-observer Variability in 2D Echocardiography Quality Assessment. December 16, 2019
Oncology | Radiation Oncology | Radiology Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images. July 23, 2019
Cardiology Automatic biplane left ventricular ejection fraction estimation with mobile point-of-care ultrasound using multi-task learning and adversarial training. April 3, 2019
Oncology | Radiology | Urology Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy. March 29, 2019
Pathology | Radiology Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. March 24, 2019
Radiology | Urology A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy. February 20, 2019
Pathology | Radiology | Urology Detection of prostate cancer using temporal sequences of ultrasound data: a large clinical feasibility study. February 7, 2019
Cardiology Cardiac Phase Detection in Echocardiograms with Densely Gated Recurrent Neural Networks and Global Extrema Loss. December 24, 2018
Anesthesiology | Radiology Automatic Localization of the Needle Target for Ultrasound-Guided Epidural Injections. December 12, 2018
Oncology | Radiology | Urology Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection. December 2, 2018
Pathology | Radiology Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. December 2, 2018