cran: keras | Projects | Ecosyste.ms: Papers

10.3390/s21062123

FPGA-Based Acceleration on Additive Manufacturing Defects Inspection
Cited by: 10
Author(s): Yawen Luo, Yuhua Chen
Software Mentions: 3
Published: over 3 years ago

Forecasting influenza-like illness dynamics for military populations using neural networks and social media
Cited by: 76
Author(s): Svitlana Volkova, Ellyn Ayton, Katherine Porterfield, Courtney D. Corley
Software Mentions: 3
Published: almost 7 years ago

10.1371/journal.pone.0235750

Machine learning for modeling animal movement
Cited by: 25
Author(s): Dhanushi A. Wijeyakulasuriya, Elizabeth Eisenhauer, Benjamin A. Shaby, Ephraim M. Hanks
Software Mentions: 3
Published: over 4 years ago

10.1371/journal.pcbi.1008334

Learning and interpreting the gene regulatory grammar in a deep learning framework
Cited by: 15
Author(s): Ling Chen, John A. Capra
Software Mentions: 2
Published: about 4 years ago

10.3390/cancers13153891

Deep Learning Fast Screening Approach on Cytological Whole Slides for Thyroid Cancer Diagnosis
Cited by: 25
Author(s): Yun-Lian Lin, Tai-Kuang Chao, Muhammad-Adil Khalil, Yu-Ching Lee, Ding-Zhi Hong, Jia-Jhen Wu, Ching-Wei Wang
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-020-78632-4

Deep learning reveals 3D atherosclerotic plaque distribution and composition
Cited by: 2
Author(s): Vanessa Isabell Jurtz, Grethe Skovbjerg, Casper Gravesen Salinas, Urmas Roostalu, Louise Pedersen, Jacob Hecksher‐Sørensen, Bidda Rolin, Michael Nyberg, Martijn van de Bunt, Camilla Ingvorsen
Software Mentions: 2
Published: almost 4 years ago

10.3390/cancers12061604

Deep Learning for the Classification of Small-Cell and Non-Small-Cell Lung Cancer
Cited by: 51
Author(s): Mark Kriegsmann, C. Haag, Cleo–Aron Weis, Georg Steinbuß, Arne Warth, Christiane Zgorzelski, Thomas Muley, Hauke Winter, Martin Eichhorn, Florian Eichhorn, Joerg Kriegsmann, Petros Christopoulos, Michael Thomas, Mathias Witzens‐Harig, Hans‐Peter Sinn, Moritz von Winterfeld, Claus Peter Heußel, Felix J.F. Herth, Frederick Klauschen, Albrecht Stenzinger, Katharina Kriegsmann
Software Mentions: 2
Published: over 4 years ago

10.1155/2017/7361042

Deep Learning for Plant Identification in Natural Environment
Cited by: 141
Author(s): Yu Sun, Yuan Liu, Guan Wang, Haiyan Zhang
Software Mentions: 2
Published: almost 8 years ago

10.1038/s41598-021-95002-w

Development of novel artificial intelligence systems to predict facial morphology after orthognathic surgery and orthodontic treatment in Japanese patients
Cited by: 28
Author(s): Chihiro Tanikawa, Takashi Yamashiro
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-95537-y

A bagging dynamic deep learning network for diagnosing COVID-19
Cited by: 12
Author(s): Zhijun Zhang, Bozhao Chen, Jiansheng Sun, Yu Luo
Software Mentions: 2
Published: over 3 years ago

10.1038/s41598-021-98265-5

Deep learning-based prediction of early cerebrovascular events after transcatheter aortic valve replacement
Cited by: 5
Author(s): Taishi Okuno, Pavel Overtchouk, Masahiko Asami, Daijiro Tomii, Stefan Stortecky, Fabien Praz, Jonas Lanz, George C.M. Siontis, Christoph Gräni, Stephan Windecker, Thomas Pilgrim
Software Mentions: 2
Published: about 3 years ago

10.1038/s41598-021-96031-1

A comparative study on image-based snake identification using machine learning
Cited by: 11
Author(s): Mehdi Rajabizadeh, Mansoor Rezghi
Software Mentions: 2
Published: about 3 years ago

10.3390/s19020410

Visible-Light Camera Sensor-Based Presentation Attack Detection for Face Recognition by Combining Spatial and Temporal Information
Cited by: 11
Author(s): Dat Tien Nguyen, Tuyen Danh Pham, Min Beom Lee, Kang Ryoung Park
Software Mentions: 2
Published: almost 6 years ago

10.3389/fgene.2019.01168

Deep Kernel and Deep Learning for Genome-Based Prediction of Single Traits in Multienvironment Breeding Trials
Cited by: 48
Author(s): José Crossa, Johannes W. R. Martini, Daniel Gianola, Paulino Pérez‐Rodríguez, Diego Jarquín, Philomin Juliana, Osval A. Montesinos‐López, Jaime Cuevas
Software Mentions: 2
Published: almost 5 years ago

10.3390/s21092987

A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning
Cited by: 36
Author(s): Raneem Qaddoura, Ala’ M. Al-Zoubi, Hossam Faris, Iman Almomani
Software Mentions: 2
Published: over 3 years ago

10.3390/s20041189

Walking Recognition in Mobile Devices
Cited by: 11
Author(s): Fernando E. Casado, Germán Rodríguez, Roberto Iglesias, Carlos V. Regueiro, Senén Barro, Adrián Canedo-Rodríguez
Software Mentions: 2
Published: over 4 years ago

10.3390/s20051283

Automatic, Qualitative Scoring of the Interlocking Pentagon Drawing Test (PDT) Based on U-Net and Mobile Sensor Data
Cited by: 11
Author(s): In Gyu Park, Yun Joong Kim, Yeo Jin Kim, Unjoo Lee
Software Mentions: 2
Published: over 4 years ago

10.3390/s20092637

Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study
Cited by: 3
Author(s): Padraig Davidson, Peter Düking, Christoph Zinner, Billy Sperlich, Andreas Hotho
Software Mentions: 2
Published: over 4 years ago

10.3390/s21123999

Ensemble Method of Convolutional Neural Networks with Directed Acyclic Graph Using Dermoscopic Images: Melanoma Detection Application
Cited by: 10
Author(s): Arthur Cartel Foahom Gouabou, Jean-Luc Damoiseaux, Jilliana Monnier, Rabah Iguernaissi, Abdellatif Moudafi, Djamal Merad
Software Mentions: 2
Published: over 3 years ago

10.1186/s12880-020-00511-1

Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease
Cited by: 23
Author(s): Gerhard‐Paul Diller, Julius Vahle, Robert Radke, Maria Luisa Benesch Vidal, Alicia Jeanette Fischer, Ulrike Bauer, Samir Sarikouch, Felix Berger, Philipp Beerbaum, Helmut Baumgartner, Stefan Orwat
Software Mentions: 2
Published: about 4 years ago

10.1371/journal.pone.0188290

3D multi-view convolutional neural networks for lung nodule classification
Cited by: 118
Author(s): Guixia Kang, Kui Liu, Beibei Hou, Ningbo Zhang
Software Mentions: 2
Published: about 7 years ago

10.1371/journal.pone.0256782

Identifying indicator species in ecological habitats using Deep Optimal Feature Learning
Cited by: 0
Author(s): Yi-Cheng Tsai, Susan A. Baldwin, R. Bhushan Gopaluni
Software Mentions: 2
Published: about 3 years ago

10.3390/s20185143

GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism
Cited by: 13
Author(s): Asif Nawaz, Zhiqiu Huang, Senzhang Wang, Azeem Akbar, Hussain AlSalman, Abdu Gumaei
Software Mentions: 2
Published: about 4 years ago

10.1534/g3.119.300585

New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes
Cited by: 63
Author(s): Osval A. Montesinos‐López, Javier Martín-Vallejo, J. Crossa, Daniel Gianola, Carlos Hernandez-Suarez, Abelardo Montesinos‐López, Philomin Juliana, Ravi P. Singh
Software Mentions: 2
Published: over 5 years ago

10.1534/g3.118.200998

A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding
Cited by: 74
Author(s): Osval A. Montesinos‐López, Javier Martín-Vallejo, José Crossa, Daniel Gianola, Carlos Hernandez-Suarez, Abelardo Montesinos‐López, Philomin Juliana, Ravi P. Singh
Software Mentions: 2
Published: almost 6 years ago

10.1371/journal.pone.0220640

Combining patient visual timelines with deep learning to predict mortality
Cited by: 18
Author(s): Anoop Mayampurath, L. Nelson Sanchez-Pinto, Kyle Carey, Laura Ruth Venable, Matthew M. Churpek
Software Mentions: 2
Published: over 5 years ago

10.3389/fpls.2019.01311

Multi-Trait, Multi-Environment Genomic Prediction of Durum Wheat With Genomic Best Linear Unbiased Predictor and Deep Learning Methods
Cited by: 41
Author(s): Osval A. Montesinos‐López, Abelardo Montesinos‐López, Roberto Tuberosa, Marco Maccaferri, Giuseppe Notarbartolo di Sciara, Karim Ammar, José Crossa
Software Mentions: 2
Published: about 5 years ago

10.3389/fphys.2021.662314

BayCANN: Streamlining Bayesian Calibration With Artificial Neural Network Metamodeling
Cited by: 7
Author(s): Hawre Jalal, Thomas A Trikalinos, Fernando Alarid‐Escudero
Software Mentions: 2
Published: over 3 years ago

10.3390/ijms20040978

BGFE: A Deep Learning Model for ncRNA-Protein Interaction Predictions Based on Improved Sequence Information
Cited by: 16
Author(s): Zhao-Hui Zhan, Lixin Jia, Yong Zhou, Liping Li, Hai-Cheng Yi
Software Mentions: 2
Published: over 5 years ago

10.3389/fneur.2020.539509

Predicting 6-Month Unfavorable Outcome of Acute Ischemic Stroke Using Machine Learning
Cited by: 15
Author(s): Xiang Li, Xiding Pan, ChunLian Jiang, MingRu Wu, Yukai Liu, Fusang Wang, Xuqin Zheng, Jie Yang, Chao Sun, Yubing Zhu, Junshan Zhou, Shi-hao Wang, Zheng Zhao, Jianjun Zou
Software Mentions: 2
Published: about 4 years ago

10.3390/s21155239

Automatic, Qualitative Scoring of the Clock Drawing Test (CDT) Based on U-Net, CNN and Mobile Sensor Data
Cited by: 10
Author(s): Ingyu Park, Unjoo Lee
Software Mentions: 2
Published: over 3 years ago

10.1186/s12859-019-3275-6

Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning
Cited by: 23
Author(s): Lei Guo, Shunfang Wang, Mingyuan Li, Zicheng Cao
Software Mentions: 2
Published: almost 5 years ago

10.3390/mi12050545

Hybrid Dilated Convolution with Multi-Scale Residual Fusion Network for Hyperspectral Image Classification
Cited by: 13
Author(s): Chenming Li, Zelin Qiu, Xueying Cao, Zhonghao Chen, Hongmin Gao, Hua Zhang
Software Mentions: 2
Published: over 3 years ago

10.3390/molecules24224035

Identifying Cancer-Specific circRNA–RBP Binding Sites Based on Deep Learning
Cited by: 46
Author(s): Zhengfeng Wang, Xiujuan Lei, Fang‐Xiang Wu
Software Mentions: 2
Published: about 5 years ago

10.3390/diagnostics11050895

Generation of Synthetic Chest X-ray Images and Detection of COVID-19: A Deep Learning Based Approach
Cited by: 36
Author(s): Yash Karbhari, Arpan Basu, Zong Woo Geem, Gi-Tae Han, Ram Sarkar
Software Mentions: 2
Published: over 3 years ago

10.1186/s12859-019-2991-2

HIV drug resistance prediction with weighted categorical kernel functions
Cited by: 17
Author(s): Elies Ramon, Lluís A. Belanche-Muñoz, Miguel Pérez‐Enciso
Software Mentions: 2
Published: over 5 years ago

10.7717/peerj-cs.308

Deep artificial neural network based on environmental sound data for the generation of a children activity classification model
Cited by: 3
Author(s): Antonio García-Domínguez, Carlos E. Galván-Tejada, Laura A. Zanella-Calzada, Hamurabi Gamboa, Jorge I. Galván-Tejada, José María Celaya Padilla, Huizilopoztli Luna-García, José G. Arceo-Olague, Rafael Magallanes‐Quintanar
Software Mentions: 2
Published: about 4 years ago

10.3390/ijerph18030961

Central Attention and a Dual Path Convolutional Neural Network in Real-World Tree Species Recognition
Cited by: 6
Author(s): Yuan‐Chiang Chung, Chih-Ang Chou, Chih-Yang Li
Software Mentions: 2
Published: almost 4 years ago

10.1371/journal.pone.0226910

A novel model for malaria prediction based on ensemble algorithms
Cited by: 44
Author(s): Mengyang Wang, Hui Wang, Jiao Wang, Hongwei Liu, Rui Lu, Tongqing Duan, Xiaowen Gong, Siyuan Feng, Yuanyuan Liu, Zhuang Cui, Changping Li, Jun Ma
Software Mentions: 2
Published: almost 5 years ago

10.1038/s41597-020-00654-4

Hourly 5-km surface total and diffuse solar radiation in China, 2007–2018
Cited by: 19
Author(s): Hou Jiang, Ning Lu, Jun Qin, Ling Yao
Software Mentions: 2
Published: about 4 years ago

Projects: cran: keras

Papers Mentioning keras 141