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Deep learning

Automated detection of superficial fungal infections from microscopic images through a regional convolutional neural network

Taehan Koo, Moon Hwan Kim, Mihn-Sook Jue

Colonoscopy polyp detection and classification: Dataset creation and comparative evaluations

Kaidong Li, Mohammad I. Fathan, [ ... ], Guanghui Wang

Inter-database validation of a deep learning approach for automatic sleep scoring

Diego Alvarez-Estevez, Roselyne M. Rijsman

Diagnostic performance of deep-learning-based screening methods for diabetic retinopathy in primary care—A meta-analysis

Larisa Wewetzer, Linda A. Held, Jost Steinhäuser

EBCR: Empirical Bayes concordance ratio method to improve similarity measurement in memory-based collaborative filtering

Yu Du, Nicolas Sutton-Charani, Sylvie Ranwez, Vincent Ranwez

An automatic screening method for strabismus detection based on image processing

Xilang Huang, Sang Joon Lee, Chang Zoo Kim, Seon Han Choi

Deep learning with robustness to missing data: A novel approach to the detection of COVID-19

Erdi Çallı, Keelin Murphy, [ ... ], Bram van Ginneken

Research on insulator defect detection algorithm of transmission line based on CenterNet

Chunming Wu, Xin Ma, Xiangxu Kong, Haichao Zhu

Automatic cell counting from stimulated Raman imaging using deep learning

Qianqian Zhang, Kyung Keun Yun, [ ... ], Daehan Won

Deep learning neural networks to differentiate Stafne’s bone cavity from pathological radiolucent lesions of the mandible in heterogeneous panoramic radiography

Ari Lee, Min Su Kim, [ ... ], Jong Pil Yun

The predictive skill of convolutional neural networks models for disease forecasting

Kookjin Lee, Jaideep Ray, Cosmin Safta

Fine-grained classification based on multi-scale pyramid convolution networks

Gaihua Wang, Lei Cheng, [ ... ], Tianlun Zhang

A simple and robust method for automating analysis of naïve and regenerating peripheral nerves

Alison L. Wong, Nicholas Hricz, [ ... ], Sami Tuffaha

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