pypi: Theano | Projects | Ecosyste.ms: Papers

10.3389/fbioe.2020.534592

Alzheimer's Disease Detection Through Whole-Brain 3D-CNN MRI
Cited by: 48
Author(s): Guilherme Folego, Marina Weiler, Raphael Fernandes Casseb, Ramon Pires, Armando Freitas da Rocha
Software Mentions: 2
Published: about 4 years ago

10.3389/fchem.2019.00035

e-Sweet: A Machine-Learning Based Platform for the Prediction of Sweetener and Its Relative Sweetness
Cited by: 23
Author(s): Suqing Zheng, Wenping Chang, Wenxin Xu, Yong Xu, Lin Fu
Software Mentions: 2
Published: almost 6 years ago

10.3389/fgene.2019.00432

NCNet: Deep Learning Network Models for Predicting Function of Non-coding DNA
Cited by: 7
Author(s): Hanyu Zhang, Che Lun Hung, Meiyuan Liu, Xiaoye Hu, Yi Lin
Software Mentions: 2
Published: over 5 years ago

10.3389/fnhum.2021.638052

Deep-Learning-Based Multivariate Pattern Analysis (dMVPA): A Tutorial and a Toolbox
Cited by: 5
Author(s): Karl Kuntzelman, Jacob Williams, Phui Cheng Lim, Ashok Samal, Prahalada Rao, Matthew Johnson
Software Mentions: 2
Published: over 3 years ago

10.3389/fninf.2018.00009

Convis: A Toolbox to Fit and Simulate Filter-Based Models of Early Visual Processing
Cited by: 3
Author(s): Jacob Huth, Timothée Masquelier, Angelo Arleo
Software Mentions: 2
Published: over 6 years ago

10.3389/fnbot.2019.00006

A Differentiable Physics Engine for Deep Learning in Robotics
Cited by: 113
Author(s): Jonas Degrave, Michiel Hermans, Joni Dambre, Francis wyffels
Software Mentions: 2
Published: over 5 years ago

10.3389/fnins.2018.00140

Extraction of Inter-Aural Time Differences Using a Spiking Neuron Network Model of the Medial Superior Olive
Cited by: 11
Author(s): Jörg Encke, Werner Hemmert
Software Mentions: 2
Published: over 6 years ago

10.3389/fnins.2019.00169

Robust Motion Regression of Resting-State Data Using a Convolutional Neural Network Model
Cited by: 13
Author(s): Zhiguo Yang, Xiaowei Zhuang, Karthik Sreenivasan, Virendra Mishra, Dietmar Cordes, Alzheimer’s Disease Neuroimaging Initiative
Software Mentions: 2
Published: over 5 years ago

10.3389/fnins.2020.00276

Editorial: Spiking Neural Network Learning, Benchmarking, Programming and Executing
Cited by: 3
Author(s): Guoqi Li, Lei Deng, Yansong Chua, Peng Li, Emre Neftci, Haizhou Li
Software Mentions: 2
Published: over 4 years ago

10.3389/fpls.2018.00634

MU-LOC: A Machine-Learning Method for Predicting Mitochondrially Localized Proteins in Plants
Cited by: 26
Author(s): Ning Zhang, R. Shyama Prasad Rao, Fernanda Salvato, Jesper Foged Havelund, Ian Max Møller, Jay J. Thelen, Dong Xu
Software Mentions: 2
Published: over 6 years ago

10.3389/fpsyg.2017.01255

Toward Studying Music Cognition with Information Retrieval Techniques: Lessons Learned from the OpenMIIR Initiative
Cited by: 11
Author(s): Sebastian Stober
Software Mentions: 2
Published: over 7 years ago

10.3390/genes10040273

Prediction of Long Non-Coding RNAs Based on Deep Learning
Cited by: 21
Author(s): Xiuqin Liu, Bing-Xiu Li, Zeng Guang, Qiao-Yue Liu, Dongmei Ai
Software Mentions: 2
Published: over 5 years ago

10.1186/s12711-020-00544-8

Bayesian neural networks with variable selection for prediction of genotypic values
Cited by: 4
Author(s): Giel H. H. van Bergen, Pascal Duenk, Cornelis A. Albers, P. Bijma, M.P.L. Calus, Y.C.J. Wientjes, Hilbert J. Kappen
Software Mentions: 2
Published: over 4 years ago

10.1186/s13059-017-1189-z

DeepCpG: accurate prediction of single-cell DNA methylation states using deep learning
Cited by: 340
Author(s): Christof Angermueller, Heather Lee, Wolf Reik
Software Mentions: 2
Published: over 7 years ago

10.1016/j.gpb.2017.07.003

Deep Learning and Its Applications in Biomedicine
Cited by: 388
Author(s): Chensi Cao, Feng Liu, Hai Tan, Deshou Song, Wenjie Shu, Weizhong Li, Yiming Zhou, Xiaochen Bo, Zhi Xie
Software Mentions: 2
Published: almost 7 years ago

10.1007/s10278-017-9984-3

Predicting Deletion of Chromosomal Arms 1p/19q in Low-Grade Gliomas from MR Images Using Machine Intelligence
Cited by: 151
Author(s): Zeynettin Akkus, Issa Ali, Jiří Sedlář, Jay P. Agrawal, Ian F. Parney, Caterina Giannini, Bradley J. Erickson
Software Mentions: 2
Published: over 7 years ago

10.1148/ryai.2020190103

Robust Deep Learning–based Segmentation of Glioblastoma on Routine Clinical MRI Scans Using Sparsified Training
Cited by: 12
Author(s): Roelant S. Eijgelaar, Maarten R. Visser, Domenique M J Müller, Frederik Barkhof, Hugo Vrenken, Marcel van Herk, Lorenzo Bello, Marco Conti Nibali, Marco Rossi, Tommaso Sciortino, Mitchel S. Berger, Shawn L. Hervey-Jumper, Barbara Kiesel, Georg Widhalm, Julia Furtner, Pierre A. Robe, Emmanuel Mandonnet, Philip C. De Witt Hamer, J.C. de Munck, Marnix G. Witte
Software Mentions: 2
Published: about 4 years ago

10.1038/srep38433

EP-DNN: A Deep Neural Network-Based Global Enhancer Prediction Algorithm
Cited by: 39
Author(s): Seong‐Gon Kim, Mrudul Harwani, Ananth Grama, Somali Chaterji
Software Mentions: 2
Published: almost 8 years ago

10.1038/s41598-017-17876-z

Leveraging uncertainty information from deep neural networks for disease detection
Cited by: 335
Author(s): Christian Leibig, Vaneeda Allken, Murat Seçkin Ayhan, Philipp Berens, Siegfried Wahl
Software Mentions: 2
Published: almost 7 years ago

10.1038/s41598-018-27569-w

Highly accurate model for prediction of lung nodule malignancy with CT scans
Cited by: 131
Author(s): Jason Causey, Junyu Zhang, Shiqian Ma, Bo Jiang, Jake Qualls, David G. Politte, Fred Prior, Shuzhong Zhang, Xiuzhen Huang
Software Mentions: 2
Published: over 6 years ago

10.1038/s41598-019-52937-5

DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome
Cited by: 29
Author(s): Behrooz Azarkhalili, Alihossein Saberi, Hamidreza Chitsaz, Ali Sharifi-Zarchi
Software Mentions: 2
Published: about 5 years ago

10.1038/s41598-019-55351-z

OutCyte: a novel tool for predicting unconventional protein secretion
Cited by: 43
Author(s): Linlin Zhao, Gereon Poschmann, Daniel M. Waldera-Lupa, Nima Rafiee, Markus Kollmann, Kai Stühler
Software Mentions: 2
Published: almost 5 years ago

10.1038/s41598-020-69920-0

Variability and reproducibility in deep learning for medical image segmentation
Cited by: 95
Author(s): Félix Renard, Soulaimane Guedria, Noël De Palma, Nicolas Vuillerme
Software Mentions: 2
Published: over 4 years ago

10.3390/s16010115

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition
Cited by: 1,690
Author(s): Francisco Javier Ordóñez, Daniel Roggen
Software Mentions: 2
Published: almost 9 years ago

10.3390/s17061214

DeepMap+: Recognizing High-Level Indoor Semantics Using Virtual Features and Samples Based on a Multi-Length Window Framework
Cited by: 2
Author(s): Wei Zhang, Siwang Zhou
Software Mentions: 2
Published: over 7 years ago

10.3390/s18041288

Evolutionary Design of Convolutional Neural Networks for Human Activity Recognition in Sensor-Rich Environments
Cited by: 26
Author(s): Alejandro Baldominos, Yago Sáez, Pedro Isasi
Software Mentions: 2
Published: over 6 years ago

10.3390/s18113933

Protection of Superconducting Industrial Machinery Using RNN-Based Anomaly Detection for Implementation in Smart Sensor
Cited by: 11
Author(s): Maciej Wielgosz, Andrzej Skoczeń, Ernesto De Matteis
Software Mentions: 2
Published: about 6 years ago

10.3390/s20102778

Data-Driven Structural Health Monitoring and Damage Detection through Deep Learning: State-of-the-Art Review
Cited by: 245
Author(s): Mohsen Azimi, Armin Dadras Eslamlou, Gökhan Pekcan
Software Mentions: 2
Published: over 4 years ago

10.3390/ijerph17041323

A Gated Dilated Convolution with Attention Model for Clinical Cloze-Style Reading Comprehension
Cited by: 12
Author(s): Bin Wang, Xuejie Zhang, Xiaobing Zhou, Junyi Li
Software Mentions: 2
Published: almost 5 years ago

10.1515/jib-2018-0065

Deep Convolutional Neural Networks for the Prediction of Molecular Properties: Challenges and Opportunities Connected to the Data
Cited by: 5
Author(s): Niclas Ståhl, Göran Falkman, Alexander Karlsson, Gunnar Mathiason, Jonas Boström
Software Mentions: 2
Published: almost 6 years ago

10.7554/eLife.57012

Uncovering the computational mechanisms underlying many-alternative choice
Cited by: 8
Author(s): Armin W. Thomas, Felix Molter, Ian Krajbich
Software Mentions: 2
Published: over 3 years ago

10.4172/jpb.1000419

A Template-Based Protein Structure Reconstruction Method Using Deep Autoencoder Learning
Cited by: 9
Author(s): Haiou Li
Software Mentions: 2
Published: almost 9 years ago

10.1523/ENEURO.0023-18.2018

How Much Does Movement and Location Encoding Impact Prefrontal Cortex Activity? An Algorithmic Decoding Approach in Freely Moving Rats
Cited by: 9
Author(s): Adrian Lindsay, Barak F. Caracheo, Jamie J. S. Grewal, Daniel Leibovitz, Jeremy K. Seamans
Software Mentions: 2
Published: over 6 years ago

10.1523/ENEURO.0427-20.2020

PsychRNN: An Accessible and Flexible Python Package for Training Recurrent Neural Network Models on Cognitive Tasks
Cited by: 11
Author(s): Daniel Ehrlich, Jasmine Stone, David Brandfonbrener, Alexander Atanasov, John D. Murray
Software Mentions: 2
Published: almost 4 years ago

10.1371/journal.pone.0206057

Sense classification of shallow discourse relations with focused RNNs
Cited by: 1
Author(s): Gregor Weiß, Marko Bajec
Software Mentions: 1
Published: about 6 years ago

10.3390/s19040861

An LSTM-Based Method with Attention Mechanism for Travel Time Prediction
Cited by: 84
Author(s): Xiangdong Ran, Zhiguang Shan, Yufei Fang, Lin Chen
Software Mentions: 1
Published: almost 6 years ago

10.1371/journal.pone.0153904

Prediction of Cascading Failures in Spatial Networks
Cited by: 7
Author(s): Shunkun Yang, Jiaquan Zhang, Dan Lu
Software Mentions: 1
Published: over 8 years ago

10.3390/s19092063

A Convolution Component-Based Method with Attention Mechanism for Travel-Time Prediction
Cited by: 12
Author(s): Xiangdong Ran, Zhiguang Shan, Yufei Fang, Lin Chen
Software Mentions: 1
Published: over 5 years ago

10.3389/fnhum.2019.00076

Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures
Cited by: 52
Author(s): Meysam Golmohammadi, Amir Hossein Harati Nejad Torbati, Silvia Lopez de Diego, Iyad Obeid, J. Picone
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0178992

A preliminary examination of the diagnostic value of deep learning in hip osteoarthritis
Cited by: 118
Author(s): Ye Xue, Rongguo Zhang, Yufeng Deng, Kuan Chen, Tao Jiang
Software Mentions: 1
Published: over 7 years ago

10.1371/journal.pone.0129435

Comparing Different Classifiers in Sensory Motor Brain Computer Interfaces
Cited by: 51
Author(s): Hossein Bashashati, Rabab K. Ward, Gary E. Birch, Ali Bashashati
Software Mentions: 1
Published: over 9 years ago

10.1371/journal.pone.0239417

Information integration and decision making in flowering time control
Cited by: 3
Author(s): Linlin Zhao, Sarah Richards, Franziska Turck, Markus Kollmann
Software Mentions: 1
Published: about 4 years ago

10.3390/s19163549

AI-Based Early Change Detection in Smart Living Environments
Cited by: 10
Author(s): Giovanni Diraco, Alessandro Leone, Pietro Siciliano
Software Mentions: 1
Published: over 5 years ago

10.1371/journal.pone.0137036

Predicting Response to Neoadjuvant Chemotherapy with PET Imaging Using Convolutional Neural Networks
Cited by: 139
Author(s): Petros Pavlos Ypsilantis, Musib Siddique, Hyon Mok Sohn, Andrew Davies, Gary Cook, Vicky Goh, Giovanni Montana
Software Mentions: 1
Published: about 9 years ago

10.1155/2017/6375059

CNNdel: Calling Structural Variations on Low Coverage Data Based on Convolutional Neural Networks
Cited by: 3
Author(s): Jing Wang, Cheng Ling, Juan Gao
Software Mentions: 1
Published: almost 8 years ago

10.3389/fnbot.2018.00035

A Survey of Robotics Control Based on Learning-Inspired Spiking Neural Networks
Cited by: 106
Author(s): Zhenshan Bing, Claus Meschede, Florian Röhrbein, Kai Huang, Alois Knoll
Software Mentions: 1
Published: over 6 years ago

10.3389/fnins.2016.00241

Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines
Cited by: 96
Author(s): Emre Neftci, Bruno U. Pedroni, Siddharth Joshi, Maruan Al-Shedivat, Gert Cauwenberghs
Software Mentions: 1
Published: over 8 years ago

10.3389/fnins.2020.00207

Using Deep Convolutional Neural Networks for Neonatal Brain Image Segmentation
Cited by: 21
Author(s): Yang Ding, Rolando Pavó Acosta, Vicente Enguix, Sabrina Suffren, Janosch Ortmann, David Luck, José Dolz, Gregory A. Lodygensky
Software Mentions: 1
Published: over 4 years ago

10.3390/s20082320

Counter a Drone in a Complex Neighborhood Area by Deep Reinforcement Learning
Cited by: 9
Author(s): Ender Çetin, Cristina Barrado, Enric Pastor
Software Mentions: 1
Published: over 4 years ago

10.3390/s20102893

Attention-Based Automated Feature Extraction for Malware Analysis
Cited by: 15
Author(s): Sunoh Choi, Jangseong Bae, Changki Lee, Youngsoo Kim, Jong-Hyun Kim
Software Mentions: 1
Published: over 4 years ago

10.3389/fnins.2018.00781

Automatic Human Sleep Stage Scoring Using Deep Neural Networks
Cited by: 99
Author(s): Alexander Malafeev, Dmitry Laptev, Stefan Bauer, Ximena Omlin, Aleksandra Wierzbicka, Adam Wichniak, Wojciech Jernajczyk, Robert Riener, Joachim M. Buhmann, Peter Achermann
Software Mentions: 1
Published: about 6 years ago

10.1371/journal.pcbi.1006816

Inferring neural circuit structure from datasets of heterogeneous tuning curves
Cited by: 3
Author(s): Takafumi Arakaki, Gregory Barello, Yashar Ahmadian
Software Mentions: 1
Published: over 5 years ago

10.3389/fnins.2017.00324

Event-Driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines
Cited by: 169
Author(s): Emre Neftci, Charles Augustine, Paul Sauseng, Georgios Detorakis
Software Mentions: 1
Published: over 7 years ago

10.7554/eLife.21492

Reward-based training of recurrent neural networks for cognitive and value-based tasks
Cited by: 118
Author(s): Hui Song, Guangyu Robert Yang, Xiao Jing Wang
Software Mentions: 1
Published: almost 8 years ago

10.3389/fnins.2020.00417

Paired Trial Classification: A Novel Deep Learning Technique for MVPA
Cited by: 7
Author(s): Jacob Williams, Ashok Samal, Prahalada Rao, Matthew Johnson
Software Mentions: 1
Published: over 4 years ago

10.3389/fonc.2018.00108

Lung Nodule Detection via Deep Reinforcement Learning
Cited by: 83
Author(s): Issa Ali, Gregory R. Hart, Gowthaman Gunabushanam, Ying Liang, Wazir Muhammad, Bradley J. Nartowt, Michael J. Kane, Xiaomei Ma, Jun Deng
Software Mentions: 1
Published: over 6 years ago

10.3389/fonc.2020.01192

Computed Tomography–Based Differentiation of Benign and Malignant Craniofacial Lesions in Neurofibromatosis Type I Patients: A Machine Learning Approach
Cited by: 4
Author(s): Chengjiang Wei, Yu-Shu Cheng, Yin Tang, Wei Wang, Yu Gu, Jun Ren, Xi-Wei Cui, Xiang Lian, Jin Liu, Huijing Wang, Bin Gu, Tao Zan, Qingfeng Li, Zhichao Wang
Software Mentions: 1
Published: over 4 years ago

10.3389/fphys.2021.676118

Using Artificial Intelligence for Automatic Segmentation of CT Lung Images in Acute Respiratory Distress Syndrome
Cited by: 11
Author(s): Peter Herrmann, Mattia Busana, Massimo Cressoni, Joachim Lotz, Onnen Moerer, Leif Saager, Konrad Meissner, Michael Quintel, Luciano Gattinoni
Software Mentions: 1
Published: about 3 years ago

10.3390/s20113243

MRI Segmentation and Classification of Human Brain Using Deep Learning for Diagnosis of Alzheimer’s Disease: A Survey
Cited by: 85
Author(s): Nagaraj Yamanakkanavar, Jae Young Choi, Bumshik Lee
Software Mentions: 1
Published: over 4 years ago

10.3390/s20195606

Real-Time Cuffless Continuous Blood Pressure Estimation Using Deep Learning Model
Cited by: 75
Author(s): Yung‐Hui Li, Latifa Nabila Harfiya, Kartika Purwandari, Yu-De Lin
Software Mentions: 1
Published: about 4 years ago

10.3390/s21010260

Detection of Dementia-Related Abnormal Behaviour Using Recursive Auto-Encoders
Cited by: 4
Author(s): Damla Arifoǧlu, Yan Wang, Abdelhamid Bouchachia
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pcbi.1006238

Tox_(R)CNN: Deep learning-based nuclei profiling tool for drug toxicity screening
Cited by: 38
Author(s): Daniel Jiménez-Carretero, Vahid Abrishami, Laura Fernández-de-Manúel, Irene Palacios, Antonio Quílez-Álvarez, Alberto Díez-Sánchez, Miguel Á. del Pozo, Marı́a C. Montoya
Software Mentions: 1
Published: almost 6 years ago

10.1186/s12938-019-0649-y

CNNs for automatic glaucoma assessment using fundus images: an extensive validation
Cited by: 178
Author(s): Andrés Diaz-Pinto, Sandra Morales, Valery Naranjo, Thomas Köhler, José M. Mossi, Amparo Navea
Software Mentions: 1
Published: over 5 years ago

10.3390/s21041492

Practices and Applications of Convolutional Neural Network-Based Computer Vision Systems in Animal Farming: A Review
Cited by: 53
Author(s): Guoming Li, Yanbo Huang, Zhiqian Chen, Gary Daniel Chesser, J.L. Purswell, John E. Linhoss, Yang Zhao
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pcbi.1004792

Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework
Cited by: 202
Author(s): Hui Song, Guangyu Robert Yang, Xiao Jing Wang
Software Mentions: 1
Published: over 8 years ago

10.1186/s13059-020-01978-5

Completing the ENCODE3 compendium yields accurate imputations across a variety of assays and human biosamples
Cited by: 20
Author(s): Jacob Schreiber, Jeffrey A. Bilmes, William Stafford Noble
Software Mentions: 1
Published: over 4 years ago

10.1186/s13059-020-02077-1

Computational inference of cancer-specific vulnerabilities in clinical samples
Cited by: 7
Author(s): Kiwon Jang, Min Ji Park, Jae Soon Park, Haeun Hwangbo, Min Kyung Sung, Sinae Kim, Joohee Jung, Jong Won Lee, Sei-Hyun Ahn, Suhwan Chang, Jung Kyoon Choi
Software Mentions: 1
Published: over 4 years ago

10.3390/s21051880

Q-Meter: Quality Monitoring System for Telecommunication Services Based on Sentiment Analysis Using Deep Learning
Cited by: 21
Author(s): Samuel Terra Vieira, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez, Miguel Arjona Ramírez, Muhammad Saadi, Lunchakorn Wuttisittikulkij
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pcbi.1007091

Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex
Cited by: 42
Author(s): Jesse A. Livezey, Kristofer E. Bouchard, Edward F. Chang
Software Mentions: 1
Published: about 5 years ago

10.1186/s13244-019-0832-5

Deep learning workflow in radiology: a primer
Cited by: 95
Author(s): Emmanuel Montagnon, Milena Cerny, Alexandre Cadrin-Chênevert, Vincent Hamilton, Thomas Derennes, André Ilinca, Franck Vandenbroucke‐Menu, Simon Turcotte, Samuel Kadoury, An Tang
Software Mentions: 1
Published: almost 5 years ago

10.1117/1.JBO.26.4.040901

Deep learning in photoacoustic imaging: a review
Cited by: 28
Author(s): Handi Deng, Hui Qiao, Qionghai Dai, Cheng Ma
Software Mentions: 1
Published: over 3 years ago

10.1371/journal.pcbi.1005324

Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model
Cited by: 767
Author(s): Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu
Software Mentions: 1
Published: almost 8 years ago

10.1371/journal.pbio.2000663

A mechanism for the cortical computation of hierarchical linguistic structure
Cited by: 77
Author(s): Andrea E. Martin, Leonidas A. A. Doumas
Software Mentions: 1
Published: over 7 years ago

10.1186/s13007-021-00722-9

Plant diseases and pests detection based on deep learning: a review
Cited by: 250
Author(s): Jun Li, Xuewei Wang
Software Mentions: 1
Published: over 3 years ago

10.1098/rsta.2019.0349

Considering discrepancy when calibrating a mechanistic electrophysiology model
Cited by: 40
Author(s): Chon Lok Lei, Sanmitra Ghosh, Dominic G. Whittaker, Yasser Aboelkassem, Kylie A. Beattie, Chris D. Cantwell, Tammo Delhaas, C. Stuart Houston, Gustavo Montes Novaes, Alexander V. Panfilov, Pras Pathmanathan, Marina Riabiz, Rodrigo Weber dos Santos, John Walmsley, Keith Worden, Gary R. Mirams, Richard Wilkinson
Software Mentions: 1
Published: over 4 years ago

10.1007/s10278-017-9978-1

Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys
Cited by: 99
Author(s): Timothy L. Kline, Panagiotis Korfiatis, Marie E. Edwards, Jaime D. Blais, Frank S. Czerwiec, Peter C. Harris, Bernard F. King, Vicente E. Torres, Bradley J. Erickson
Software Mentions: 1
Published: over 7 years ago

10.3390/s21062141

Sensor-Based Human Activity Recognition with Spatio-Temporal Deep Learning
Cited by: 66
Author(s): Ohoud Nafea, Wadood Abdul, Ghulam Muhammad, Mansour Alsulaiman
Software Mentions: 1
Published: over 3 years ago

10.1007/s10278-018-0079-6

Hello World Deep Learning in Medical Imaging
Cited by: 76
Author(s): Paras Lakhani, Daniel L. Gray, Carl R. Pett, Paul Nagy, George Shih
Software Mentions: 1
Published: over 6 years ago

10.1002/prot.25824

Recent developments in deep learning applied to protein structure prediction
Cited by: 53
Author(s): Shaun M. Kandathil, Joe G Greener, David T. Jones
Software Mentions: 1
Published: about 5 years ago

10.3390/s21144749

A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases
Cited by: 127
Author(s): Vijaypal Singh Dhaka, Sangeeta Vaibhav Meena, Vijaypal Singh Dhaka, Deepak Sinwar, . Kavita, Muhammad Fazal Ijaz, Marcin Woźniak
Software Mentions: 1
Published: over 3 years ago

10.1007/s12194-017-0394-5

Fifty years of computer analysis in chest imaging: rule-based, machine learning, deep learning
Cited by: 131
Author(s): Bram van Ginneken
Software Mentions: 1
Published: almost 8 years ago

10.7717/peerj.8311

A systematic review of the application of machine learning in the detection and classification of transposable elements
Cited by: 21
Author(s): Simón Orozco-Arias, Gustavo Isaza, Romain Guyot, Reinel Tabares-Soto
Software Mentions: 1
Published: almost 5 years ago

10.1038/srep19598

Predicting DNA Methylation State of CpG Dinucleotide Using Genome Topological Features and Deep Networks
Cited by: 74
Author(s): Yiheng Wang, Tong Liu, Dong Xu, Huidong Shi, Chaoyang Zhang, Yin Yuan Mo, Wenxu Zheng
Software Mentions: 1
Published: almost 9 years ago

10.1038/srep26286

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis
Cited by: 754
Author(s): Geert Litjens, Clara I. Sánchez, N. K. Timofeeva, Meyke Hermsen, Irıs D. Nagtegaal, Iringo Kovacs, Christina Hulsbergen Van De Kaa, Peter Bult, Bram van Ginneken, Jeroen van der Laak
Software Mentions: 1
Published: over 8 years ago

10.1186/s13040-017-0148-2

nRC: non-coding RNA Classifier based on structural features
Cited by: 52
Author(s): Antonino Fiannaca, Massimo La Rosa, Laura La Paglia, Riccardo Rizzo, Alfonso Urso
Software Mentions: 1
Published: over 7 years ago

10.1038/srep46368

Deep Learning for Flow Sculpting: Insights into Efficient Learning using Scientific Simulation Data
Cited by: 52
Author(s): Daniel Stoecklein, Kin Gwn Lore, M. C. R. Davies, Soumik Sarkar, Baskar Ganapathysubramanian
Software Mentions: 1
Published: over 7 years ago

10.1155/2020/6660489

Adaptive Anomaly Detection Framework Model Objects in Cyberspace
Cited by: 24
Author(s): Hasan Alkahtani, Theyazn H. H. Aldhyani, Mohammed Al-Yaari
Software Mentions: 1
Published: almost 4 years ago

10.7717/peerj.3874

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
Cited by: 94
Author(s): Philipp Kainz, Michael Pfeiffer, Martin Urschler
Software Mentions: 1
Published: about 7 years ago

10.1038/s41598-017-11817-6

Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models
Cited by: 160
Author(s): Sahar Yousefi, Fatemeh Amrollahi, Mohamed Amgad, Chengliang Dong, Joshua E. Lewis, Congzheng Song, David Gutman, Sameer H. Halani, José E. Velázquez Vega, Daniel J. Brat, Lee Cooper
Software Mentions: 1
Published: about 7 years ago

10.1186/s40246-019-0225-3

Human mitochondrial genome compression using machine learning techniques
Cited by: 6
Author(s): Rongjie Wang, Tianyi Zang, Yadong Wang
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-018-24475-z

Action and object words are differentially anchored in the sensory motor system - A perspective on cognitive embodiment
Cited by: 29
Author(s): Houpand Horoufchin, Danilo Bzdok, Giovanni Buccino, Anna M. Borghi, Ferdinand Binkofski
Software Mentions: 1
Published: over 6 years ago

10.1038/s41598-018-26543-w

Compromised microvascular oxygen delivery increases brain tissue vulnerability with age
Cited by: 72
Author(s): Mohammad Moeini, Xuecong Lu, Pramod K. Avti, Rafat Damseh, Samuel Bélanger, Frédéric Picard, David A. Boas, Ashok Kakkar, Frédéric Lesage
Software Mentions: 1
Published: over 6 years ago

10.1186/s12918-018-0628-0

Large-scale prediction of protein ubiquitination sites using a multimodal deep architecture
Cited by: 26
Author(s): Fei He, Rui Wang, Jiagen Li, Lingling Bao, Dong Xu, Xiaowei Zhao
Software Mentions: 1
Published: about 6 years ago

10.1038/s41598-018-35934-y

ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition
Cited by: 226
Author(s): Dipendra Jha, Logan Ward, Arindam Paul, Wei-keng Liao, Alok Choudhary, Christopher Wolverton, Ankit Agrawal
Software Mentions: 1
Published: almost 6 years ago

10.1016/j.omtn.2019.04.025

ACP-DL: A Deep Learning Long Short-Term Memory Model to Predict Anticancer Peptides Using High-Efficiency Feature Representation
Cited by: 111
Author(s): Hai-Cheng Yi, Zhu-Hong You, Xi Zhou, Li Cheng, Li Xiao, Tongwen Jiang, Zhan-Heng Chen
Software Mentions: 1
Published: about 5 years ago

10.1038/s41598-019-52550-6

Degradation Mechanism Detection in Photovoltaic Backsheets by Fully Convolutional Neural Network
Cited by: 6
Author(s): Binbin Zhang, Joydan Grant, Laura S. Bruckman, Olga Wodo, Rahul Rai
Software Mentions: 1
Published: about 5 years ago

10.1155/2017/9083916

Computer-Aided Cobb Measurement Based on Automatic Detection of Vertebral Slopes Using Deep Neural Network
Cited by: 49
Author(s): Junhua Zhang, Hongjian Li, Liang Lv, Yufeng Zhang
Software Mentions: 1
Published: almost 8 years ago

10.1007/s41315-017-0039-1

A deep learning based fusion of RGB camera information and magnetic localization information for endoscopic capsule robots
Cited by: 23
Author(s): Mehmet Turan, Jahanzaib Shabbir, Hélder Araújo, Ender Konukoğlu, Metin Sitti
Software Mentions: 1
Published: about 7 years ago

10.1038/s41598-020-59435-z

Prospects of reinforcement learning for the simultaneous damping of many mechanical modes
Cited by: 3
Author(s): Christian Sommer, Muhammad Imran Asjad, Claudiu Genes
Software Mentions: 1
Published: almost 5 years ago

10.1038/s41598-020-60574-6

Deep learning applied to hyperspectral endoscopy for online spectral classification
Cited by: 34
Author(s): Alexandru Grigoroiu, Jonghee Yoon, Sarah E. Bohndiek
Software Mentions: 1
Published: over 4 years ago

Projects: pypi: Theano

Papers Mentioning Theano 248