Deep Learning

Chris Bishop, Hugh Bishop

Standards of Medical Care in Diabetes—2007

Glaucoma diagnosis based on both hidden features and domain knowledge through deep learning models

Yidong Chai, Hongyan Liu, Jie Xu

Multimodal Image Registration with Deep Context Reinforcement Learning

Kai Ma, Jiangping Wang, Vivek Kumar Singh

Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization

Nir Shlezinger, Yonina C. Eldar, Stephen Boyd

Technical and clinical overview of deep learning in radiology

Daiju Ueda, Akitoshi Shimazaki, Yukio Miki

A novel hybrid deep learning method for early detection of lung cancer using neural networks

Shalini Wankhade, S. Vigneshwari

Few-shot medical image segmentation using a global correlation network with discriminative embedding

Liyan Sun, Chenxin Li, Xinghao Ding

Deep learning-based six-type classifier for lung cancer and mimics from histopathological whole slide images: a retrospective study

Huan Yang, Lili Chen, Zhiqiang Cheng

Multi-classification of alzheimer disease on magnetic resonance images (MRI) using deep convolutional neural network (DCNN) approaches

Sunday Adeola Ajagbe, Kamorudeen A. Amuda, Matthew Abiola Oladipupo et al.

Spotting malignancies from gastric endoscopic images using deep learning

Jang Hyung Lee, Young Jae Kim, Yoon Woo Kim

Deep Learning Based Noise Reduction for Brain MR Imaging: Tests on Phantoms and Healthy Volunteers

Masafumi Kidoh, Kensuke Shinoda, Mika Kitajima