pypi: Theano | Projects | Ecosyste.ms: Papers

10.1002/mpr.1602

Automatic mining of symptom severity from psychiatric evaluation notes
Cited by: 23
Author(s): George Karystianis, Alejo J. Nevado, Chi Hun Kim, Azad Dehghan, John Keane, Goran Nenadić
Software Mentions: 1
Published: almost 7 years ago

10.1038/s41598-020-72593-4

Collective dynamics of repeated inference in variational autoencoder rapidly find cluster structure
Cited by: 0
Author(s): Yoshihiro Nagano, Ryo Karakida, Masato Okada
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-021-96812-8

Evolutionary design of molecules based on deep learning and a genetic algorithm
Cited by: 12
Author(s): Youngchun Kwon, Seokho Kang, Yang‐Kyu Choi, Inkoo Kim
Software Mentions: 1
Published: about 3 years ago

10.1186/s12859-017-1842-2

Protein remote homology detection based on bidirectional long short-term memory
Cited by: 57
Author(s): Shumin Li, Junjie Chen, Bin Liu
Software Mentions: 1
Published: about 7 years ago

10.15252/msb.20156651

Deep learning for computational biology
Cited by: 1,023
Author(s): Christof Angermueller, Tanel Pärnamaa, Leopold Parts
Software Mentions: 1
Published: over 8 years ago

10.1186/s12859-018-2386-9

Deep learning architectures for prediction of nucleosome positioning from sequences data
Cited by: 23
Author(s): Mattia Antonino Di Gangi, Giosué Lo Bosco, Riccardo Rizzo
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pone.0228059

Towards a fully automated surveillance of well-being status in laboratory mice using deep learning: Starting with facial expression analysis
Cited by: 33
Author(s): Niek Andresen, Manuel Wöllhaf, Katharina Hohlbaum, Lars Lewejohann, Olaf Hellwich, Christa Thöne-Reineke, Vitaly Belik
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pone.0209958

Using deep maxout neural networks to improve the accuracy of function prediction from protein interaction networks
Cited by: 9
Author(s): Chengsong Wan, Domenico Cozzetto, Rui Fa, David T. Jones
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0184059

Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods
Cited by: 84
Author(s): Philippe Burlina, Seth Billings, Neil Joshi, Jemima Albayda
Software Mentions: 1
Published: about 7 years ago

10.1371/journal.pone.0187243

Nucleotide patterns aiding in prediction of eukaryotic promoters
Cited by: 18
Author(s): Martin Tříska, Victor Solovyev, Ancha Baranova, Alexander Kel, Tatiana V. Tatarinova
Software Mentions: 1
Published: about 7 years ago

10.1371/journal.pone.0242858

Identifying transcriptomic correlates of histology using deep learning
Cited by: 10
Author(s): Liviu Badea, Emil Stănescu
Software Mentions: 1
Published: almost 4 years ago

10.3390/s18010178

Accurate Natural Trail Detection Using a Combination of a Deep Neural Network and Dynamic Programming
Cited by: 13
Author(s): Shyam Prasad Adhikari, Changju Yang, Krzysztof Ślot, Hyongsuk Kim
Software Mentions: 1
Published: almost 7 years ago

10.1371/journal.pone.0208808

Learning from data to predict future symptoms of oncology patients
Cited by: 14
Author(s): Nikolaos Papachristou, Daniel Puschmann, Payam Barnaghi, Bruce A. Cooper, Xiao Hu, Roma Maguire, Kathi Apostolidis, Yvette P. Conley, Marilyn J. Hammer, Stylianos Katsaragakis, Kord M. Kober, Jon D. Levine, Lisa McCann, Elisabeth Patiraki, Eileen Furlong, Patricia Fox, Steven M. Paul, Emma Ream, Fay Wright, Christine Miaskowski
Software Mentions: 1
Published: almost 6 years ago

10.1186/s12859-017-1702-0

3D deep convolutional neural networks for amino acid environment similarity analysis
Cited by: 110
Author(s): Wen Torng, Russ B. Altman
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0215502

Machine learning to predict microbial community functions: An analysis of dissolved organic carbon from litter decomposition
Cited by: 64
Author(s): Jaron Thompson, Renee Johansen, John Dunbar, Brian Munsky
Software Mentions: 1
Published: over 5 years ago

10.3390/s18072110

LiReD: A Light-Weight Real-Time Fault Detection System for Edge Computing Using LSTM Recurrent Neural Networks
Cited by: 92
Author(s): Park Donghyun, Seulgi Kim, Yelin An, Jae‐Yoon Jung
Software Mentions: 1
Published: over 6 years ago

10.1371/journal.pone.0191939

Forecasting short-term data center network traffic load with convolutional neural networks
Cited by: 67
Author(s): Alberto Mozó, Bruno Ordozgoiti, Sandra Gómez-Canaval
Software Mentions: 1
Published: almost 7 years ago

10.1038/s42003-021-01699-w

DeepACSON automated segmentation of white matter in 3D electron microscopy
Cited by: 26
Author(s): Ali Abdollahzadeh, Ilya Belevich, Eija Jokitalo, Alejandra Sierra, Jussi Tohka
Software Mentions: 1
Published: almost 4 years ago

10.1155/2017/2917536

Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning
Cited by: 357
Author(s): Guan Wang, Yu Sun, Jianxin Wang
Software Mentions: 1
Published: almost 8 years ago

10.3390/s18092955

A New Structural Health Monitoring Strategy Based on PZT Sensors and Convolutional Neural Network
Cited by: 89
Author(s): Mário Anderson de Oliveira, André Monteiro, Jozué Vieira Filho
Software Mentions: 1
Published: about 6 years ago

10.1155/2017/7643065

Joint Extraction of Entities and Relations Using Reinforcement Learning and Deep Learning
Cited by: 16
Author(s): Yuntian Feng, Hongjun Zhang, Wenning Hao, Gang Chen
Software Mentions: 1
Published: almost 8 years ago

10.1155/2021/6678355

Predicting Slurry Pressure Balance with a Long Short-Term Memory Recurrent Neural Network in Difficult Ground Condition
Cited by: 3
Author(s): Qiang Wang, Xu Xie, Hongjie Yu, Michael A. Mooney
Software Mentions: 1
Published: almost 4 years ago

10.1155/2016/3289801

Deep Neural Networks Based Recognition of Plant Diseases by Leaf Image Classification
Cited by: 967
Author(s): Srdjan Sladojević, Marko Arsenović, Andraš Anderla, Dubravko Ćulibrk, Darko Stefanović
Software Mentions: 1
Published: almost 9 years ago

10.1155/2018/6747098

Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks
Cited by: 55
Author(s): Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pone.0220294

A modeling and machine learning approach to ECG feature engineering for the detection of ischemia using pseudo-ECG
Cited by: 22
Author(s): Carlos Ledezma, Xin Zhou, Blanca Rodríguez, P.J. Tan, Vanessa Díaz‐Zuccarini
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0210463

Sensitivity and specificity of computer vision classification of eyelid photographs for programmatic trachoma assessment
Cited by: 9
Author(s): Matthew C. Kim, Kazunori Okada, Alexander M. Ryner, Abdou Amza, Zerihun Tadesse, Sun Y. Cotter, Bruce D. Gaynor, Jeremy D. Keenan, Thomas M. Lietman, Travis C. Porco
Software Mentions: 1
Published: almost 6 years ago

10.1155/2018/2391925

Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on <sup>68</sup>Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods
Cited by: 89
Author(s): Lina Xu, Giles Tetteh, Jana Lipková, Yu Zhao, Hongwei Li, Patrick Ferdinand Christ, Marie Piraud, Andreas K. Buck, Kuangyu Shi, Bjoern Menze
Software Mentions: 1
Published: almost 7 years ago

10.1016/j.cub.2017.03.074

“What Not” Detectors Help the Brain See in Depth
Cited by: 58
Author(s): Nuno Reis Goncalves, Andrew E. Welchman
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0084843

Deep Learning of Orthographic Representations in Baboons
Cited by: 18
Author(s): Thomas Hannagan, Johannes C. Ziegler, Stéphane Dufau, Joël Fagot, Jonathan Grainger
Software Mentions: 1
Published: almost 11 years ago

10.1093/database/baw048

Exploiting syntactic and semantics information for chemical–disease relation extraction
Cited by: 57
Author(s): Huiwei Zhou, Hongda Deng, Long Chen, Yunlong Yang, Chen Jia, Degen Huang
Software Mentions: 1
Published: almost 9 years ago

10.3390/diagnostics11081373

Deep Learning Application for Analyzing of Constituents and Their Correlations in the Interpretations of Medical Images
Cited by: 6
Author(s): Tudor Florin Ursuleanu, Andreea Roxana Luca, Liliana Gheorghe, Roxana Grigorovici, Stefan Iancu, Maria Hlusneac, Cristina Preda, Alexandru Grigorovici
Software Mentions: 1
Published: over 3 years ago

10.3390/s18092929

Ship Classification in High-Resolution SAR Images Using Deep Learning of Small Datasets
Cited by: 67
Author(s): Yuan‐Yuan Wang, Chao Wang, Hong Zhang
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pone.0205636

Deep language space neural network for classifying mild cognitive impairment and Alzheimer-type dementia
Cited by: 28
Author(s): Sylvester Olubolu Orimaye, Jojo Sze-Meng Wong, Chin Chin Wong
Software Mentions: 1
Published: about 6 years ago

10.3390/e22070714

Optimal Encoding in Stochastic Latent-Variable Models
Cited by: 5
Author(s): Michael E Rule, Martino Sorbaro, Matthias H. Hennig
Software Mentions: 1
Published: over 4 years ago

10.3390/e22111296

Convolutional Neural Network Approach for Multispectral Facial Presentation Attack Detection in Automated Border Control Systems
Cited by: 5
Author(s): Manuel Sánchez‐Sánchez, Cristina Conde, Beatriz Gómez-Ayllón, David Ortega-delCampo, Aristeidis Tsitiridis, Daniel Palacios-Alonso, Enrique Cabello
Software Mentions: 1
Published: about 4 years ago

10.3390/e22070792

MADFU: An Improved Malicious Application Detection Method Based on Features Uncertainty
Cited by: 2
Author(s): Hongli Yuan, Yongchuan Tang
Software Mentions: 1
Published: over 4 years ago

10.2196/15708

Machine Learning and Natural Language Processing in Mental Health: Systematic Review
Cited by: 115
Author(s): Aziliz Le Glaz, Yannis Haralambous, Deok-Hee Kim-Dufor, Philippe Lenca, Romain Billot, Taylor C. Ryan, Jonathan Marsh, Jordan DeVylder, Michel Walter, Sofian Berrouiguet, Christophe Lemey
Software Mentions: 1
Published: over 3 years ago

10.1186/s41747-019-0085-6

3D convolutional neural networks applied to CT angiography in the detection of acute ischemic stroke
Cited by: 44
Author(s): Olli Öman, Teemu Mäkelä, Eero Salli, Sauli Savolainen, Marko Kangasniemi
Software Mentions: 1
Published: almost 6 years ago

10.1145/3027063.3053103

ShapeShop
Cited by: 20
Author(s): Fred Hohman, Nathan O. Hodas, Duen Horng Chau
Software Mentions: 1
Published: over 7 years ago

10.3389/fnagi.2018.00212

Predicting Aging of Brain Metabolic Topography Using Variational Autoencoder
Cited by: 23
Author(s): Hongyoon Choi, Hyejin Kang, Dong Hoon Lee
Software Mentions: 1
Published: over 6 years ago

10.3389/frai.2020.578613

Prognostics and Health Management of Industrial Assets: Current Progress and Road Ahead
Cited by: 29
Author(s): Luca Biggio, Iason Kastanis
Software Mentions: 1
Published: about 4 years ago

10.3390/s18124458

Development of Limited-Angle Iterative Reconstruction Algorithms with Context Encoder-Based Sinogram Completion for Micro-CT Applications
Cited by: 9
Author(s): Shih Chun Jin, Chia Jui Hsieh, Jyh Cheng Chen, Shih Huan Tu, Ya Chen Chen, Tzu-Chien Hsiao, Angela Liu, Wen Hsiang Chou, Woei Chyn Chu, Chih Wei Kuo
Software Mentions: 1
Published: almost 6 years ago

10.3390/molecules23081923

Deep Neural Network Based Predictions of Protein Interactions Using Primary Sequences
Cited by: 80
Author(s): Hang Li, Xiujun Gong, Hua Yu, Chang Zhou
Software Mentions: 1
Published: over 6 years ago

10.3389/fchem.2019.00809

Deep Learning for Deep Chemistry: Optimizing the Prediction of Chemical Patterns
Cited by: 99
Author(s): Tânia F.G.G. Cova, Alberto Pais
Software Mentions: 1
Published: almost 5 years ago

10.3390/bios11090336

Recent Advances in Electrochemical Biosensors: Applications, Challenges, and Future Scope
Cited by: 129
Author(s): Anoop Singh, Asha Sharma, Aamir Ahmed, Ashok K. Sundramoorthy, Hidemitsu Furukawa, Sandeep Arya, Ajit Khosla
Software Mentions: 1
Published: about 3 years ago

10.1371/journal.pone.0205355

Multi-resolution speech analysis for automatic speech recognition using deep neural networks: Experiments on TIMIT
Cited by: 25
Author(s): Doroteo T. Toledano, María Pilar Fernández-Gallego, Alicia Lozano-Díez
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pone.0188129

On the prediction of DNA-binding proteins only from primary sequences: A deep learning approach
Cited by: 43
Author(s): Yuan Qu, Hua Yu, Xiujun Gong, Jiahui Xu, Hong-Shun Lee
Software Mentions: 1
Published: almost 7 years ago

Projects: pypi: Theano

Papers Mentioning Theano 248