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Deep learning

Development and evaluation of automated ultrasonographic detection of bladder diameter for estimation of bladder urine volume

Masaru Matsumoto, Takuya Tsutaoka, [ ... ], Hiromi Sanada

Caveolae and scaffold detection from single molecule localization microscopy data using deep learning

Ismail M. Khater, Stephane T. Aroca-Ouellette, [ ... ], Ghassan Hamarneh

Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening

Lieyang Chen, Anthony Cruz, [ ... ], Tom Kurtzman

Validation of automated artificial intelligence segmentation of optical coherence tomography images

Peter M. Maloca, Aaron Y. Lee, [ ... ], Hendrik P. N. Scholl

A comprehensive study on bilingual and multilingual speech emotion recognition using a two-pass classification scheme

Panikos Heracleous, Akio Yoneyama

DeepAuC: Joint deep learning and auction for congestion-aware caching in Named Data Networking

Anselme Ndikumana, Saeed Ullah, Do Hyeon Kim, Choong Seon Hong

Combining patient visual timelines with deep learning to predict mortality

Anoop Mayampurath, L. Nelson Sanchez-Pinto, [ ... ], Matthew Churpek

Using distant supervision to augment manually annotated data for relation extraction

Peng Su, Gang Li, Cathy Wu, K. Vijay-Shanker

A CAD system for pulmonary nodule prediction based on deep three-dimensional convolutional neural networks and ensemble learning

Wenkai Huang, Yihao Xue, Yu Wu

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Yu-Wei Lin, Yuqian Zhou, [ ... ], Roy H. Campbell

Deep learning approach to peripheral leukocyte recognition

Qiwei Wang, Shusheng Bi, [ ... ], Shaobao Yang

Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions

Titus J. Brinker, Achim Hekler, Alexander H. Enk, Christof von Kalle

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