Ecosyste.ms: Papers
An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.
Projects: pypi: keras
https://packages.ecosyste.ms/registries/pypi.org/packages/keras
Deep learning for humans.
83 versions
Latest release: about 1 year ago
392 dependent packages
13,182,930 downloads last month
Papers Mentioning keras 141
10.3390/s21062123
FPGA-Based Acceleration on Additive Manufacturing Defects InspectionCited by: 10
Author(s): Yawen Luo, Yuhua Chen
Software Mentions: 3
Published: over 3 years ago
10.1371/journal.pone.0188941
Forecasting influenza-like illness dynamics for military populations using neural networks and social mediaCited 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 movementCited 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 frameworkCited 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 DiagnosisCited 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 compositionCited 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 CancerCited 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 EnvironmentCited 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 patientsCited 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-19Cited by: 12
Author(s): Zhijun Zhang, Bozhao Chen, Jiansheng Sun, Yu Luo
Software Mentions: 2
Published: about 3 years ago
10.1038/s41598-021-98265-5
Deep learning-based prediction of early cerebrovascular events after transcatheter aortic valve replacementCited 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 learningCited 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 InformationCited 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 TrialsCited 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 LearningCited 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 DevicesCited 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 DataCited 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 StudyCited 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 ApplicationCited 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 diseaseCited 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 classificationCited by: 118
Author(s): Guixia Kang, Kui Liu, Beibei Hou, Ningbo Zhang
Software Mentions: 2
Published: almost 7 years ago
10.1371/journal.pone.0256782
Identifying indicator species in ecological habitats using Deep Optimal Feature LearningCited 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 MechanismCited 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 PhenotypesCited 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 BreedingCited 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 mortalityCited 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 MethodsCited 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 MetamodelingCited 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 InformationCited 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 LearningCited 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: almost 4 years ago
10.3390/s21155239
Automatic, Qualitative Scoring of the Clock Drawing Test (CDT) Based on U-Net, CNN and Mobile Sensor DataCited 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 learningCited 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 ClassificationCited 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 LearningCited 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 ApproachCited 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 functionsCited 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 modelCited 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: almost 4 years ago
10.3390/ijerph18030961
Central Attention and a Dual Path Convolutional Neural Network in Real-World Tree Species RecognitionCited 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 algorithmsCited 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, 2007–2018Cited by: 19
Author(s): Hou Jiang, Ning Lu, Jun Qin, Ling Yao
Software Mentions: 2
Published: about 4 years ago