Dermatology Dermoscopy lesion classification based on GANs and a fuzzy rank-based ensemble of CNN models. August 19, 2022
Radiology Improving mammography lesion classification by optimal fusion of handcrafted and deep transfer learning features. February 7, 2022
Ophthalmology Development and Validation of an Explainable Artificial Intelligence Framework for Macular Disease Diagnosis Based on OCT Images. November 1, 2021
Oncology | Radiology Classification of Breast Cancer Lesions in Ultrasound Images by Using Attention Layer and Loss Ensemble in Deep Convolutional Neural Networks. October 23, 2021
Gastroenterology Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning. March 22, 2021
Pathology | Radiology Deep learning-assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver. January 7, 2021
Oncology | Radiology Breast ultrasound lesion classification based on image decomposition and transfer learning. October 4, 2020
Neurology | Radiology Deep learning with diffusion basis spectrum imaging for classification of multiple sclerosis lesions. April 18, 2020
Pathology | Radiology Semi-automatic classification of prostate cancer on multi-parametric MR imaging using a multi-channel 3D convolutional neural network. August 30, 2019