cran: tensorflow | Projects | Ecosyste.ms: Papers

10.1186/s13059-020-02100-5

Knowledge-primed neural networks enable biologically interpretable deep learning on single-cell sequencing data
Cited by: 56
Author(s): Nikolaus Fortelny, Christoph Bock
Software Mentions: 20
Published: about 4 years ago

10.3390/ijms21186652

Identification of Gastritis Subtypes by Convolutional Neuronal Networks on Histological Images of Antrum and Corpus Biopsies
Cited by: 15
Author(s): Georg Steinbuß, Katharina Kriegsmann, Mark Kriegsmann
Software Mentions: 19
Published: about 4 years ago

10.3390/ijms22105385

Deep Learning in Pancreatic Tissue: Identification of Anatomical Structures, Pancreatic Intraepithelial Neoplasia, and Ductal Adenocarcinoma
Cited by: 15
Author(s): Mark Kriegsmann, Katharina Kriegsmann, Georg Steinbuß, Christiane Zgorzelski, Anne Kraft, Matthias M. Gaida
Software Mentions: 18
Published: over 3 years ago

10.3390/cancers13102419

Deep Learning for the Classification of Non-Hodgkin Lymphoma on Histopathological Images
Cited by: 16
Author(s): Georg Steinbuß, Mark Kriegsmann, Christiane Zgorzelski, Alexander Brobeil, Benjamin Goeppert, Sascha Dietrich, Gunhild Mechtersheimer, Katharina Kriegsmann
Software Mentions: 18
Published: over 3 years ago

10.1186/s12880-021-00551-1

Sensitivity analysis for interpretation of machine learning based segmentation models in cardiac MRI
Cited by: 14
Author(s): Markus J. Ankenbrand, Liliia Shainberg, Michael Hock, David Lohr, Laura M. Schreiber
Software Mentions: 18
Published: over 3 years ago

10.1371/journal.pone.0225900

PyRates—A Python framework for rate-based neural simulations
Cited by: 10
Author(s): Richard Gast, Daniel Rose, Christoph Salomon, Harald E. Möller, Nikolaus Weiskopf, Thomas R. Knösche
Software Mentions: 12
Published: almost 5 years ago

10.3389/fnins.2020.00919

HYGRIP: Full-Stack Characterization of Neurobehavioral Signals (fNIRS, EEG, EMG, Force, and Breathing) During a Bimanual Grip Force Control Task
Cited by: 10
Author(s): Pablo Ortega, Tong Zhao, A. Aldo Faisal
Software Mentions: 11
Published: almost 4 years ago

10.1038/s41598-021-82043-4

PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses
Cited by: 10
Author(s): Pablo Acera Mateos, Renzo F. Balboa, Simon Easteal, Eduardo Eyras, Hardip R. Patel
Software Mentions: 11
Published: over 3 years ago

10.1186/s12911-020-01370-0

An innovative strategy for standardized, structured, and interoperable results in ophthalmic examinations
Cited by: 7
Author(s): Yongseok Mun, Joo-Young Kim, Kyoung Jin Noh, Soochahn Lee, Seok Kim, Sangho Yi, Kyu Hyung Park, Sooyoung Yoo, Dong Jin Chang, Sang Jun Park
Software Mentions: 10
Published: over 3 years ago

10.1186/s12859-021-04037-3

InstantDL: an easy-to-use deep learning pipeline for image segmentation and classification
Cited by: 8
Author(s): Dominik J. E. Waibel, Sayedali Shetab Boushehri, Carsten Marr
Software Mentions: 10
Published: over 3 years ago

10.15252/msb.202010108

Joint cell segmentation and cell type annotation for spatial transcriptomics
Cited by: 40
Author(s): Russell Littman, Zachary Hemminger, Robert T. Foreman, Douglas Arneson, Guanglin Zhang, Fernando Gómez‐Pinilla, Xia Yang, Roy Wollman
Software Mentions: 10
Published: over 3 years ago

10.1371/journal.pcbi.1008918

Genome-wide analysis of lncRNA stability in human
Cited by: 17
Author(s): Kaiwen Shi, Tao Liu, Hanjiang Fu, Wuju Li, Xiaofei Zheng
Software Mentions: 9
Published: over 3 years ago

10.1186/s12864-020-06892-5

Machine learning based imputation techniques for estimating phylogenetic trees from incomplete distance matrices
Cited by: 15
Author(s): Ananya Bhattacharjee, Md. Shamsuzzoha Bayzid
Software Mentions: 9
Published: about 4 years ago

10.1007/s13755-020-00105-9

Predicting risk of stillbirth and preterm pregnancies with machine learning
Cited by: 43
Author(s): Aki Koivu, Mikko Sairanen
Software Mentions: 9
Published: over 4 years ago

10.1039/d0sc01101k

Autonomous intelligent agents for accelerated materials discovery
Cited by: 46
Author(s): Joseph H. Montoya, Kirsten T. Winther, Raul A. Flores, Thomas Bligaard, Jens Strabo Hummelshøj, Muratahan Aykol
Software Mentions: 8
Published: almost 5 years ago

10.3389/fdata.2021.693674

A Benchmark for Data Imputation Methods
Cited by: 41
Author(s): Sebastian Jäger, Arndt Allhorn, Felix Bießmann
Software Mentions: 8
Published: about 3 years ago

10.3390/genes11111270

Multi-Trait Genomic Prediction of Yield-Related Traits in US Soft Wheat under Variable Water Regimes
Cited by: 23
Author(s): Jia Guo, Jahangir Khan, Sumit Pradhan, Dipendra Shahi, Naeem Khan, Muhsin Avci, Jordan C. McBreen, Stephen A. Harrison, Gina Brown-Guedira, J. Paul Murphy, J. W. Johnson, Maryati Mohamed, R. Esten Mason, Amir M. H. Ibrahim, Russel Sutton, Carl A. Griffey, Ali Babar
Software Mentions: 8
Published: almost 4 years ago

10.1186/s12859-021-04293-3

Accurate plant pathogen effector protein classification ab initio with deepredeff: an ensemble of convolutional neural networks
Cited by: 12
Author(s): Ruth Kristianingsih, Dan MacLean
Software Mentions: 8
Published: about 3 years ago

10.1038/s41416-019-0694-0

Development of PancRISK, a urine biomarker-based risk score for stratified screening of pancreatic cancer patients
Cited by: 29
Author(s): Oleg Blyuss, Alexey Zaikin, Valeriia Cherepanova, Daniel Munblit, Elena M. Kiseleva, O. M. Prytomanova, Stephen W. Duffy, Tatjana Crnogorac‐Jurčević
Software Mentions: 7
Published: almost 5 years ago

10.1021/acsomega.1c00991

Global Property Prediction: A Benchmark Study on Open-Source, Perovskite-like Datasets
Cited by: 5
Author(s): Felix Mayr, Alessio Gagliardi
Software Mentions: 7
Published: over 3 years ago

10.12688/f1000research.51117.1

Data extraction methods for systematic review (semi)automation: A living systematic review
Cited by: 24
Author(s): Lena Schmidt, Babatunde Kazeem Olorisade, Luke A McGuinness, James Thomas, Julian P T Higgins
Software Mentions: 6
Published: over 3 years ago

10.3390/ijms21197271

LncLocation: Efficient Subcellular Location Prediction of Long Non-Coding RNA-Based Multi-Source Heterogeneous Feature Fusion
Cited by: 9
Author(s): Shiyao Feng, Ying Li, Wei Du, Wei Lv, Ying Li
Software Mentions: 6
Published: about 4 years ago

10.3390/s21051734

Convolutional Neural Network for Drowsiness Detection Using EEG Signals
Cited by: 45
Author(s): Siwar Chaabene, Bassem Bouaziz, Amal Boudaya, Anita Hökelmann, Achraf Ammar, Lotfi Chaâri
Software Mentions: 6
Published: over 3 years ago

10.3390/s20133617

Long-Term Evaluation and Calibration of Low-Cost Particulate Matter (PM) Sensor
Cited by: 28
Author(s): Hoochang Lee, Jiseock Kang, Sungjung Kim, Yunseok Im, Seung-Sung Yoo, Dongjun Lee
Software Mentions: 6
Published: over 4 years ago

10.1186/s12859-020-03544-z

Uncovering the prognostic gene signatures for the improvement of risk stratification in cancers by using deep learning algorithm coupled with wavelet transform
Cited by: 3
Author(s): Yijia Zhao, Yifan Zhou, Yuan Liu, Yinyi Hao, Menglong Li, Xuemei Pu, Chuan Li, Zhining Wen
Software Mentions: 6
Published: over 4 years ago

10.1186/s12911-019-0991-9

Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches
Cited by: 31
Author(s): Elizabeth Ford, Philip Rooney, Seb Oliver, Richard Hoile, P. D. Hurley, Sube Banerjee, Harm van Marwijk, Jackie A Cassell
Software Mentions: 6
Published: almost 5 years ago

10.1186/s13007-020-00591-8

The BELT and phenoSEED platforms: shape and colour phenotyping of seed samples
Cited by: 18
Author(s): Keith Halcro, Kaitlin McNabb, Ashley Lockinger, Didier Socquet-Juglard, Kirstin E. Bett, Scott D. Noble
Software Mentions: 6
Published: over 4 years ago

10.3389/fpls.2019.01791

iRSVPred: A Web Server for Artificial Intelligence Based Prediction of Major Basmati Paddy Seed Varieties
Cited by: 7
Author(s): Arun Sharma, D. Satish, Sushmita Sharma, Dinesh Gupta
Software Mentions: 6
Published: over 4 years ago

10.3389/fninf.2020.00013

Automated Hierarchy Evaluation System of Large Vessel Occlusion in Acute Ischemia Stroke
Cited by: 17
Author(s): Jia You, Arthur Tsang, Philip L. H. Yu, Eva L. H. Tsui, Pauline P. S. Woo, Carrie Siu Man Lui, Gilberto Ka-Kit Leung
Software Mentions: 6
Published: over 4 years ago

10.3389/fonc.2020.00272

Inferring Personalized and Race-Specific Causal Effects of Genomic Aberrations on Gleason Scores: A Deep Latent Variable Model
Cited by: 2
Author(s): Zhong Chen, Andrea Edwards, Chindo Hicks, Kun Zhang
Software Mentions: 5
Published: over 4 years ago

10.7717/peerj.6776

An affordable and automated imaging approach to acquire highly resolved individual data—an example of copepod growth in response to multiple stressors
Cited by: 6
Author(s): Jan Heuschele, Torben Lode, Tom Andersen, Katrine Borgå, Josefin Titelman
Software Mentions: 5
Published: over 5 years ago

10.3390/healthcare9040422

Identification of People with Diabetes Treatment through Lipids Profile Using Machine Learning Algorithms
Cited by: 2
Author(s): Vanessa Alcalá-Rmz, Carlos E. Galván-Tejada, Alejandra García-Hernández, Adán Valladares‐Salgado, Miguel Cruz, Jorge I. Galván-Tejada, José M. Celaya-Padilla, Huizilopoztli Luna-García, Hamurabi Gamboa-Rosales
Software Mentions: 5
Published: over 3 years ago

10.1001/jamanetworkopen.2021.6096

Development and Validation of a Deep Learning Model Using Convolutional Neural Networks to Identify Scaphoid Fractures in Radiographs
Cited by: 28
Author(s): Alfred P. Yoon, Yi Lun Lee, Robert L Kane, Chien-Lin Kuo, Chi‐Hung Lin, Kevin C. Chung
Software Mentions: 5
Published: over 3 years ago

10.1038/s41598-021-95748-3

Comparison of machine and deep learning for the classification of cervical cancer based on cervicography images
Cited by: 31
Author(s): Ye Rang Park, Young Jae Kim, Woong Ju, Kae Hyun Nam, Soonyung Kim, Kwang Gi Kim
Software Mentions: 5
Published: about 3 years ago

10.3389/fnins.2019.01321

Analyzing Neuroimaging Data Through Recurrent Deep Learning Models
Cited by: 63
Author(s): Armin W. Thomas, Hauke R. Heekeren, Klaus Robert Müller, Wojciech Samek
Software Mentions: 4
Published: almost 5 years ago

10.3389/fphar.2021.708050

A Comparison of Nine Machine Learning Mutagenicity Models and Their Application for Predicting Pyrrolizidine Alkaloids
Cited by: 5
Author(s): Christoph Helma, Verena Schöning, Jürgen Drewe, Philipp Boss
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pone.0244378

Automatically detecting bregma and lambda points in rodent skull anatomy images
Cited by: 11
Author(s): Peng Zhou, Zheng Liu, Hemmings Wu, Yuli Wang, Yong Lei, Shiva Abbaszadeh
Software Mentions: 4
Published: almost 4 years ago

10.1093/bioinformatics/btz887

Using deep learning to associate human genes with age-related diseases
Cited by: 9
Author(s): Fábio Fabris, Daniel H. Palmer, Khalid M. Salama, João Pedro de Magalhães, Alex A. Freitas
Software Mentions: 4
Published: almost 5 years ago

10.1186/s12911-020-01308-6

Learning to detect the onset of slow activity after a generalized tonic–clonic seizure
Cited by: 2
Author(s): Carroll P. Vance, Yejin Kim, Guoqiang Zhang, Samden D. Lhatoo, Shiqiang Tao, Licong Cui, Xiaojin Li, Xiaoqian Jiang
Software Mentions: 4
Published: almost 4 years ago

10.3390/s19112573

Cerebral Small Vessel Disease Biomarkers Detection on MRI-Sensor-Based Image and Deep Learning
Cited by: 9
Author(s): Yi-Zeng Hsieh, Yu Luo, Chen Pan, Mu Chun Su, Chi Jen Chen, Kevin Hsieh
Software Mentions: 4
Published: over 5 years ago

10.1007/s11548-020-02189-w

Leveraging spatial uncertainty for online error compensation in EMT
Cited by: 5
Author(s): Henry Krumb, Sofie Hofmann, David Kügler, Ahmed Ghazy, Bernhard Dorweiler, Judith Bredemann, Robert Schmitt, Georgios Sakas, Anirban Mukhopadhyay
Software Mentions: 4
Published: over 4 years ago

10.3390/ijerph16111992

Applying Deep Neural Networks and Ensemble Machine Learning Methods to Forecast Airborne Ambrosia Pollen
Cited by: 18
Author(s): Gebreab K. Zewdie, David J. Lary, Estelle Levetin, Gemechu Fanta Garuma
Software Mentions: 4
Published: over 5 years ago

10.1186/s12859-019-3180-z

DEEPSEN: a convolutional neural network based method for super-enhancer prediction
Cited by: 13
Author(s): Hongda Bu, Jiaqi Hao, Yanglan Gan, Shuigeng Zhou, Jihong Guan
Software Mentions: 4
Published: almost 5 years ago

10.3389/frai.2021.711467

DICE: A Drug Indication Classification and Encyclopedia for AI-Based Indication Extraction
Cited by: 2
Author(s): Arjun Bhatt, Ruth Roberts, Xi Chen, Ting Li, Skylar Connor, Qais Hatim, Mike Mikailov, Weida Tong, Zhichao Liu
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pone.0233997

Where is your field going? A machine learning approach to study the relative motion of the domains of physics
Cited by: 8
Author(s): Andrea Palmucci, Hao Liao, Andrea Napoletano, Andrea Zaccaria
Software Mentions: 3
Published: over 4 years ago

10.2196/18418

Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting
Cited by: 9
Author(s): Junetae Kim, Sang‐Won Lee, Eugene Hwang, Kwang Sun Ryu, Hanseok Jeong, Jae Woo Lee, Yul Hwangbo, Kui Son Choi, Hyo Soung
Software Mentions: 3
Published: almost 4 years ago

10.3390/s20205946

A High-Robust Automatic Reading Algorithm of Pointer Meters Based on Text Detection
Cited by: 24
Author(s): Li Zhu, Yisha Zhou, Qinghua Sheng, Kunjian Chen, Jian Huang
Software Mentions: 3
Published: almost 4 years ago

10.3390/s20092731

3DLRA: An RFID 3D Indoor Localization Method Based on Deep Learning
Cited by: 23
Author(s): Shuyan Cheng, Shujun Wang, Wenbai Guan, He Xu, Peng Li
Software Mentions: 3
Published: over 4 years ago

10.1371/journal.pone.0196615

An automated, high-throughput plant phenotyping system using machine learning-based plant segmentation and image analysis
Cited by: 73
Author(s): Unseok Lee, Sungyul Chang, Gian Anantrio Putra, Hyoungseok Kim, Dong Hwan Kim
Software Mentions: 3
Published: over 6 years ago

10.3390/s21041134

ALMI—A Generic Active Learning System for Computational Object Classification in Marine Observation Images
Cited by: 2
Author(s): Torben Möller, Tim Wilhelm Nattkemper
Software Mentions: 3
Published: over 3 years ago

10.1186/s12859-019-3265-8

NmSEER V2.0: a prediction tool for 2′-O-methylation sites based on random forest and multi-encoding combination
Cited by: 13
Author(s): Yiran Zhou, Qinghua Cui, Yuan Zhou
Software Mentions: 3
Published: almost 5 years ago

10.3390/s20113106

Recurrent GANs Password Cracker For IoT Password Security Enhancement
Cited by: 20
Author(s): Sungyup Nam, Seungho Jeon, Hongkyo Kim, Jongsub Moon
Software Mentions: 3
Published: over 4 years ago

10.1186/s12859-020-03864-0

Deep learning based DNA:RNA triplex forming potential prediction
Cited by: 20
Author(s): Yu Zhang, Yahui Long, Chee Keong Kwoh
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41598-021-91965-y

Realistic high-resolution lateral cephalometric radiography generated by progressive growing generative adversarial network and quality evaluations
Cited by: 4
Author(s): Mingyu Kim, Sung‐Chul Kim, Minjee Kim, Hyun‐Jin Bae, Jae-Woo Park, Namkug Kim
Software Mentions: 3
Published: over 3 years ago

10.1186/s12859-019-2769-6

Combining gene ontology with deep neural networks to enhance the clustering of single cell RNA-Seq data
Cited by: 35
Author(s): Jiajie Peng, Xiaoyu Wang, Xuequn Shang
Software Mentions: 3
Published: over 5 years ago

10.1002/advs.202004958

DeepVISP: Deep Learning for Virus Site Integration Prediction and Motif Discovery
Cited by: 8
Author(s): Haodong Xu, Peilin Jia, Zhongming Zhao
Software Mentions: 3
Published: over 3 years ago

10.1186/s40537-020-00387-6

Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentation
Cited by: 67
Author(s): Abeer Mohsin Saleh, Talal Hamoud
Software Mentions: 3
Published: almost 4 years ago

10.3389/fneur.2021.653375

Multi-Modal Segmentation of 3D Brain Scans Using Neural Networks
Cited by: 4
Author(s): Jonathan Zopes, Moritz Platscher, Silvio Paganucci, Christian Federau
Software Mentions: 2
Published: about 3 years ago

10.3390/s20154276

Improved YOLO-V3 with DenseNet for Multi-Scale Remote Sensing Target Detection
Cited by: 65
Author(s): Danqing Xu, Yiquan Wu
Software Mentions: 2
Published: about 4 years ago

10.1038/s41598-021-95562-x

Robust and fast post-processing of single-shot spin qubit detection events with a neural network
Cited by: 4
Author(s): Tom Struck, Javed Lindner, Arne Hollmann, Floyd Schauer, Andreas Schmidbauer, Dominique Bougeard, Lars R. Schreiber
Software Mentions: 2
Published: about 3 years ago

10.3390/s18072080

Robust Face Recognition Using the Deep C2D-CNN Model Based on Decision-Level Fusion
Cited by: 50
Author(s): Jing Li, Tao Qiu, Chang Wen, Kai Xie, Fangqing Wen
Software Mentions: 2
Published: over 6 years ago

10.3390/s19020350

Real-Time Underwater Image Recognition with FPGA Embedded System for Convolutional Neural Network
Cited by: 35
Author(s): Minghao Zhao, Hu Chen, Fenglin Wei, Kai Wang, Chong Wang, Yu Jiang
Software Mentions: 2
Published: over 5 years ago

10.3390/s19051032

DeepHMap++: Combined Projection Grouping and Correspondence Learning for Full DoF Pose Estimation
Cited by: 6
Author(s): Mingliang Fu, Weijia Zhou
Software Mentions: 2
Published: over 5 years ago

10.3390/s19071651

Application of Deep-Learning Methods to Bird Detection Using Unmanned Aerial Vehicle Imagery
Cited by: 101
Author(s): Suk-Ju Hong, Yun-hyeok Han, Sang-Yeon Kim, Ah-Yeong Lee, Ghiseok Kim
Software Mentions: 2
Published: over 5 years ago

10.3390/s19214768

Multiple Source Localization in a Shallow Water Waveguide Exploiting Subarray Beamforming and Deep Neural Networks
Cited by: 8
Author(s): Zhaoqiong Huang, Xu Ji, Zhong‐Liang Gong, Haibin Wang, Yonghong Yan
Software Mentions: 2
Published: almost 5 years ago

10.1186/s12911-020-01255-2

Diagnosis of left ventricular hypertrophy using convolutional neural network
Cited by: 7
Author(s): Zini Jian, Xianpei Wang, Jingzhe Zhang, Xinyu Wang, Yansha Deng
Software Mentions: 2
Published: about 4 years ago

10.3390/s20185427

Convolutional Neural Network Architecture for Recovering Watermark Synchronization
Cited by: 5
Author(s): Wook-Hyung Kim, Jihyeon Kang, Seung-Min Mun, Jong-Uk Hou
Software Mentions: 2
Published: about 4 years ago

10.3390/s20195487

The Feasibility of Longitudinal Upper Extremity Motor Function Assessment Using EEG
Cited by: 2
Author(s): Xin Zhang, Ryan C.N. D’Arcy, Long Chen, Minpeng Xu, Dong Ming, Carlo Menon
Software Mentions: 2
Published: about 4 years ago

10.3390/s21030988

Activity Recognition in Residential Spaces with Internet of Things Devices and Thermal Imaging
Cited by: 14
Author(s): Kshirasagar Naik, Tejas Pandit, Nitin Naik, Parth Shah
Software Mentions: 2
Published: over 3 years ago

10.1002/mp.14415

Evaluation of a multiview architecture for automatic vertebral labeling of palliative radiotherapy simulation CT images
Cited by: 12
Author(s): Tucker Netherton, Dong Joo Rhee, Carlos Cárdenas, Caroline Chung, Ann H. Klopp, Christine B. Peterson, Rebecca M. Howell, Peter A Balter, Laurence Edward Court
Software Mentions: 2
Published: about 4 years ago

10.1107/S205225251700714X

Classification of crystal structure using a convolutional neural network
Cited by: 132
Author(s): Woon Bae Park, Ji-Young Chung, Jason J. Jung, Keemin Sohn, Satendra Pal Singh, Myoungho Pyo, Namsoo Shin, Kee‐Sun Sohn
Software Mentions: 2
Published: over 7 years ago

Projects: cran: tensorflow

Papers Mentioning tensorflow 71