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Deep learning

Introducing Hann windows for reducing edge-effects in patch-based image segmentation

Nicolas Pielawski, Carolina Wählby

AMDDLmodel: Android smartphones malware detection using deep learning model

Muhammad Aamir, Muhammad Waseem Iqbal, [ ... ], Adel A. Bahaddad

A method of detecting apple leaf diseases based on improved convolutional neural network

Jie Di, Qing Li

Automatic classification of sleep stages using EEG signals and convolutional neural networks

Ihssan S. Masad, Amin Alqudah, Shoroq Qazan

A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records

Akshaya V. Annapragada, Marcella M. Donaruma-Kwoh, Ananth V. Annapragada, Zbigniew A. Starosolski

Precise automatic classification of 46 different pollen types with convolutional neural networks

Víctor Sevillano, Katherine Holt, José L. Aznarte

Using deep learning to predict outcomes of legal appeals better than human experts: A study with data from Brazilian federal courts

Elias Jacob de Menezes-Neto, Marco Bruno Miranda Clementino

Multi-modal medical image classification using deep residual network and genetic algorithm

Muhammad Haris Abid, Rehan Ashraf, Toqeer Mahmood, C. M. Nadeem Faisal

Data augmentation using Variational Autoencoders for improvement of respiratory disease classification

Jane Saldanha, Shaunak Chakraborty, [ ... ], Anand Nayyar

Predicting human protein function with multi-task deep neural networks

Rui Fa, Domenico Cozzetto, Cen Wan, David T. Jones

Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi, Reem Alotaibi, Osama Rabie

Validation of a deep learning computer aided system for CT based lung nodule detection, classification, and growth rate estimation in a routine clinical population

John T. Murchison, Gillian Ritchie, [ ... ], Edwin J. R. van Beek

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

Taehan Koo, Moon Hwan Kim, Mihn-Sook Jue

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