Meta-learning with implicit gradients in a few-shot setting for medical image segmentation

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

(2021) Sharib Ali et al.   MEDICAL IMAGE ANALYSIS

Efficient Computer-Aided Design of Dental Inlay Restoration: A Deep Adversarial Framework

(2021) Sukun Tian et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Kvasir-Capsule, a video capsule endoscopy dataset

(2021) Pia H. Smedsrud et al.   Scientific Data

Causality matters in medical imaging

(2020) Daniel C. Castro et al.   Nature Communications

SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation

(2020) Xiaolin Zhang et al.   IEEE Transactions on Cybernetics

CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)

(2019) Chenyu You et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss

(2018) Qingsong Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks

(2018) James M. Brown et al.   JAMA Ophthalmology

Deep Learning—A Technology With the Potential to Transform Health Care

(2018) Geoffrey Hinton   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

(2018) Philipp Tschandl et al.   Scientific Data

Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images

(2017) Youyi Song et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis

(2017) Youyi Song et al.   IEEE Journal of Biomedical and Health Informatics

Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

(2017) Steven Horng et al.   PLoS One

WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians

(2015) Jorge Bernal et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Toward embedded detection of polyps in WCE images for early diagnosis of colorectal cancer

(2013) Juan Silva et al.   International Journal of Computer Assisted Radiology and Surgery