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: sklearn
https://packages.ecosyste.ms/registries/pypi.org/packages/sklearn
deprecated sklearn package, use scikit-learn instead
8 versions
Latest release: about 1 year ago
951 dependent packages
5,053,946 downloads last month
Papers Mentioning sklearn 559
10.3389/fimmu.2021.631226
Inflammation and Antiviral Immune Response Associated With Severe Progression of COVID-19Cited by: 45
Author(s): Qiong Zhang, Yuting Meng, Kaihang Wang, Xujun Zhang, Wenbiao Chen, Jifang Sheng, Yunqing Qiu, Hongyan Diao, Lanjuan Li
Software Mentions: 2
Published: over 3 years ago
10.1038/s41598-020-80795-z
Descriptor selection for predicting interfacial thermal resistance by machine learning methodsCited by: 3
Author(s): Xiaojuan Tian, Mingguang Chen
Software Mentions: 2
Published: almost 4 years ago
10.1038/s41598-020-80132-4
A functional spiking neuronal network for tactile sensing pathway to process edge orientationCited by: 14
Author(s): Adel Parvizi-Fard, Mahmood Amiri, Deepesh Kumar, Mark M. Iskarous, Nitish V. Thakor
Software Mentions: 2
Published: almost 4 years ago
10.1371/journal.pone.0246980
Development and validation of a cellular host response test as an early diagnostic for sepsisCited by: 17
Author(s): Lionel Guillou, Roya Sheybani, Anne E. Jensen, Dino Di Carlo, Terrell Caffery, Christopher Thomas, Ajay Shah, Henry T. K. Tse, Hollis R. O’Neal
Software Mentions: 2
Published: over 3 years ago
10.3389/fmed.2021.673876
Pre-Operative Prediction of Mediastinal Node Metastasis Using Radiomics Model Based on 18F-FDG PET/CT of the Primary Tumor in Non-Small Cell Lung Cancer PatientsCited by: 7
Author(s): Kai Zheng, Xinrong Wang, Chengzhi Jiang, Yongxiang Tang, Zhihui Fang, Jing Hou, Zehua Zhu, Shuo Hu
Software Mentions: 2
Published: over 3 years ago
10.1038/s41598-021-81431-0
A dynamic prediction model for prognosis of acute-on-chronic liver failure based on the trend of clinical indicatorsCited by: 15
Author(s): Zepeng Yu, Yu Zhang, Yingying Cao, Manman Xu, Shaoli You, Yu Chen, Bing Zhu, Ming Kong, Fang-Jiao Song, Shaojie Xin, Zhongping Duan, Tao Han
Software Mentions: 2
Published: almost 4 years ago
10.3390/molecules25204665
Rapid Identification of Different Grades of Huangshan Maofeng Tea Using Ultraviolet Spectrum and Color DifferenceCited by: 13
Author(s): Danyi Huang, Qinli Qiu, Yinmao Wang, Yu Wang, Yao Lu, Daiming Fan, Xiaochang C. Wang
Software Mentions: 2
Published: about 4 years ago
10.1093/gigascience/giab023
Synonymous variants that disrupt messenger RNA structure are significantly constrained in the human populationCited by: 12
Author(s): Jeff Gaither, Grant Lammi, James L. Li, David Gordon, Harkness Kuck, Benjamin J. Kelly, James Fitch, Peter White
Software Mentions: 2
Published: over 3 years ago
10.1371/journal.pcbi.1007626
Mathematical modeling to reveal breakthrough mechanisms in the HIV Antibody Mediated Prevention (AMP) trialsCited by: 18
Author(s): Daniel B. Reeves, Yunda Huang, Elizabeth R Duke, Bryan T. Mayer, E Fabian Cardozo-Ojeda, Florencia A.T. Boshier, David A. Swan, Morgane Rolland, Merlin L. Robb, John R. Mascola, Myron S. Cohen, Lawrence Corey, Peter B. Gilbert, Joshua T. Schiffer
Software Mentions: 2
Published: over 4 years ago
10.3389/fgene.2021.658078
Predicting HIV-1 Protease Cleavage Sites With Positive-Unlabeled LearningCited by: 8
Author(s): Zhenfeng Li, Lun Hu, Zehai Tang, Cheng Zhao
Software Mentions: 1
Published: over 3 years ago
10.1038/s42003-020-01350-0
Spatiotemporal identification of druggable binding sites using deep learningCited by: 35
Author(s): Igor Kozlovskii, Petr Popov
Software Mentions: 1
Published: about 4 years ago
10.3389/fgene.2019.00922
Machine Learning Predicts Accurately Mycobacterium tuberculosis Drug Resistance From Whole Genome Sequencing DataCited by: 44
Author(s): Wouter Deelder, Sofia Christakoudi, Jody Phelan, Ernest Diez Benavente, Susana Campino, Ruth McNerney, Luigi Palla, Taane G. Clark
Software Mentions: 1
Published: about 5 years ago
10.3389/fgene.2019.00080
Deep Learning Based Analysis of Histopathological Images of Breast CancerCited by: 161
Author(s): Juanying Xie, Ran Liu, Joseph Luttrell, Chaoyang Zhang
Software Mentions: 1
Published: over 5 years ago
10.3389/fnhum.2018.00187
In silico vs. Over the Clouds: On-the-Fly Mental State Estimation of Aircraft Pilots, Using a Functional Near Infrared Spectroscopy Based Passive-BCICited by: 77
Author(s): Thibault Gateau, Hasan Ayaz, Frédéric Dehais
Software Mentions: 1
Published: over 6 years ago
10.3389/fnhum.2020.604639
Recognition of Consumer Preference by Analysis and Classification EEG SignalsCited by: 22
Author(s): Mashael Aldayel, Mourad Ykhlef, Abeer Al-Nafjan
Software Mentions: 1
Published: almost 4 years ago
10.3389/fimmu.2021.627813
Machine Learning Analysis of Naïve B-Cell Receptor Repertoires Stratifies Celiac Disease Patients and ControlsCited by: 28
Author(s): Or Shemesh, Pazit Polak, Knut E.A. Lundin, Ludvig M. Sollid, Gur Yaari
Software Mentions: 1
Published: over 3 years ago
10.3389/fimmu.2019.01516
Single T Cell Sequencing Demonstrates the Functional Role of αβ TCR Pairing in Cell Lineage and Antigen SpecificityCited by: 65
Author(s): Jason A. Carter, Jonathan Preall, Kristina Grigaityte, Stephen J. Goldfless, Eric Jeffery, Adrian W. Briggs, François Vigneault, Gurinder S. Atwal
Software Mentions: 1
Published: over 5 years ago
10.3389/fimmu.2020.00071
A Hybrid Model for Predicting Pattern Recognition Receptors Using Evolutionary InformationCited by: 14
Author(s): Dilraj Kaur, Chakit Arora, Gajendra P. S. Raghava
Software Mentions: 1
Published: almost 5 years ago
10.3390/cancers13164197
Chromoanagenesis Landscape in 10,000 TCGA PatientsCited by: 1
Author(s): Roni Rasnic, Michal Linial
Software Mentions: 1
Published: about 3 years ago
10.3390/cancers13133108
Discovering Digital Tumor Signatures—Using Latent Code Representations to Manipulate and Classify Liver LesionsCited by: 1
Author(s): Jens Kleesiek, Benedikt Kersjes, Kai Ueltzhöffer, Jacob M Murray, Carsten Rother, Ullrich Köthe, Heinz‐Peter Schlemmer
Software Mentions: 1
Published: over 3 years ago
10.3389/fmed.2020.605746
Texture Analysis of 18F-FDG PET/CT for Differential Diagnosis Spinal MetastasesCited by: 7
Author(s): Xin Fan, Han Zhang, Yuzhen Yin, Jiajia Zhang, Mengdie Yang, Shanshan Qin, Xiaoying Zhang, Fei Yu
Software Mentions: 1
Published: almost 4 years ago
10.3389/fmicb.2020.00048
Evaluation of Machine Learning Models for Predicting Antimicrobial Resistance of Actinobacillus pleuropneumoniae From Whole Genome SequencesCited by: 38
Author(s): Zhichang Liu, Dun Deng, Huijie Lu, Jian Sun, Luchao Lv, Shuhong Li, Peng Guang-hui, Xianyong Ma, Jiazhou Li, Zhenming Li, Ting Rong, Gang Wang
Software Mentions: 1
Published: over 4 years ago
10.3389/fmicb.2021.628426
Discovering Potential Taxonomic Biomarkers of Type 2 Diabetes From Human Gut Microbiota via Different Feature Selection MethodsCited by: 6
Author(s): Burcu Bakır-Güngör, Osman Bulut, Amhar Jabeer, Ufuk Nalbantoğlu, Malik Yousef
Software Mentions: 1
Published: about 3 years ago
10.1371/journal.pone.0249676
Prediction of Covid-19 spreading and optimal coordination of counter-measures: From microscopic to macroscopic models to Pareto frontsCited by: 8
Author(s): Hanna Wulkow, Tim Conrad, Nataša Djurdjevac Conrad, Sebastian Alexander Müller, Kai Nagel, Christof Schütte
Software Mentions: 1
Published: over 3 years ago
10.2196/10788
Detection of Bleeding Events in Electronic Health Record Notes Using Convolutional Neural Network Models Enhanced With Recurrent Neural Network Autoencoders: Deep Learning ApproachCited by: 36
Author(s): Rumeng Li, Baotian Hu, Feifan Liu, Weisong Liu, Francesca Cunningham, David D. McManus, Hong Yu
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0131792
An Evolutionary View on Disulfide Bond Connectivities Prediction Using Phylogenetic Trees and a Simple Cysteine Mutation ModelCited by: 11
Author(s): Daniele Raimondi, Gabriele Orlando, Wim Vranken
Software Mentions: 1
Published: over 9 years ago
10.1371/journal.pone.0122199
Extraction of Pharmacokinetic Evidence of Drug–Drug Interactions from the LiteratureCited by: 30
Author(s): Artemy Kolchinsky, Anália Lourenço, Hao Wu, Lang Li, Luís M. Rocha
Software Mentions: 1
Published: over 9 years ago
10.3389/fmicb.2021.635070
Prediction of Novel Bacterial Small RNAs From RIL-Seq RNA–RNA Interaction DataCited by: 18
Author(s): Amir Bar, Liron Argaman, Yaël Altuvia, Hanah Margalit
Software Mentions: 1
Published: over 3 years ago
10.2196/29242
Informing Developmental Milestone Achievement for Children With Autism: Machine Learning ApproachCited by: 13
Author(s): Munirul Haque, Masud Rabbani, Dipranjan Das Dipal, Md Ishrak Islam Zarif, Anik Iqbal, A. J. Schwichtenberg, Naveen K. Bansal, Tanjir Rashid Soron, Syed Ishtiaque Ahmed, Sheikh Iqbal Ahamed
Software Mentions: 1
Published: over 3 years ago
10.1371/journal.pone.0231591
Daily and seasonal fluctuation in Tawny Owl vocalization timingCited by: 6
Author(s): Patricia V. Agostino, Nicholas A. Lusk, Warren H. Meck, Diego A. Golombék, Guy Peryer
Software Mentions: 1
Published: over 4 years ago
10.1371/journal.pone.0254340
Machine learning based approach to exam cheating detectionCited by: 27
Author(s): Firuz Kamalov, Hana Sulieman, David Santandreu Calonge
Software Mentions: 1
Published: over 3 years ago
10.3389/fneur.2021.704060
Forecasting Seizure Likelihood With Wearable TechnologyCited by: 29
Author(s): Rachel E Stirling, David B. Grayden, Wendyl D’Souza, Mark Cook, Ewan S. Nurse, Dean R. Freestone, Daniel E. Payne, Benjamin H. Brinkmann, Tal Pal Attia, Pedro Viana, Mark P. Richardson, Philippa J Karoly
Software Mentions: 1
Published: over 3 years ago
10.3389/fneur.2020.587587
Predictors of Mortality in Traumatic Intracranial Hemorrhage: A National Trauma Data Bank StudyCited by: 13
Author(s): Esther Wu, Siddharth Marthi, Wael F. Asaad
Software Mentions: 1
Published: almost 4 years ago
10.1371/journal.pone.0166905
Rule-Mining for the Early Prediction of Chronic Kidney Disease Based on Metabolomics and Multi-Source DataCited by: 19
Author(s): Margaux Luck, Gildas Bertho, Mathilde Bateson, Alexandre Karras, Anastasia Yartseva, Éric Thervet, Cécilia Damon, Nicolas Pallet
Software Mentions: 1
Published: almost 8 years ago
10.3389/fnins.2021.727448
Sub-Optimality of the Early Visual System Explained Through Biologically Plausible PlasticityCited by: 3
Author(s): Tushar Chauhan, Timothée Masquelier, Benoit R. Cottereau
Software Mentions: 1
Published: about 3 years ago
10.1371/journal.pone.0215216
Emotion classification using a CNN_LSTM-based model for smooth emotional synchronization of the humanoid robot REN-XINCited by: 5
Author(s): Ning Liu, Fuji Ren
Software Mentions: 1
Published: over 5 years ago
10.3389/fnins.2021.697168
Effects of Brain Atlases and Machine Learning Methods on the Discrimination of Schizophrenia Patients: A Multimodal MRI StudyCited by: 10
Author(s): Jinyu Zang, Yuanyuan Huang, Lingyin Kong, Bingye Lei, Pengfei Ke, Hehua Li, Jing Zhou, Dongsheng Xiong, Guixiang Li, Jun Chen, Xiaobo Li, Zhiming Xiang, Yuping Ning, Fengchun Wu, Kai Wu
Software Mentions: 1
Published: over 3 years ago
10.3389/fnins.2021.629892
Learning Without Feedback: Fixed Random Learning Signals Allow for Feedforward Training of Deep Neural NetworksCited by: 24
Author(s): Charlotte Frenkel, Martin Lefebvre, David Bol
Software Mentions: 1
Published: over 3 years ago
10.1371/journal.pone.0142753
miRLocator: Machine Learning-Based Prediction of Mature MicroRNAs within Plant Pre-miRNA SequencesCited by: 23
Author(s): Haibo Cui, Jingjing Zhai, Chuang Ma
Software Mentions: 1
Published: almost 9 years ago
10.1371/journal.pone.0231300
Feature engineering with clinical expert knowledge: A case study assessment of machine learning model complexity and performanceCited by: 17
Author(s): Kenneth D. Roe, Vibhu Jawa, Xiaohan Zhang, Christopher G Chute, Jeremy A. Epstein, Jordan Matelsky, Ilya Shpitser, Casey Overby Taylor
Software Mentions: 1
Published: over 4 years ago
10.1371/journal.pone.0181618
From grid cells to place cells with realistic field sizesCited by: 23
Author(s): Torsten Neher, Amir Azizi, Sen Cheng
Software Mentions: 1
Published: over 7 years ago
10.2196/19975
Investigating the Attitudes of Adolescents and Young Adults Towards JUUL: Computational Study Using Twitter DataCited by: 13
Author(s): Ryzen Benson, Mengke Hu, Annie Chen, Subhadeep Nag, Shu‐Hong Zhu, Mike Conway
Software Mentions: 1
Published: about 4 years ago
10.1155/2017/5985479
Comparison of Machine Learning Methods for the Arterial Hypertension DiagnosticsCited by: 24
Author(s): Vladimir S. Kublanov, Anton Yu. Dolganov, David Belo, Hugo Gamboa
Software Mentions: 1
Published: almost 8 years ago
10.3389/fphar.2017.00864
Mechanism of Chinese Medicine Herbs Effects on Chronic Heart Failure Based on Metabolic ProfilingCited by: 14
Author(s): Kuo Gao, Huihui Zhao, Jian Gao, Binyu Wen, Caixia Jia, Zhiyong Wang, Feilong Zhang, Jinping Wang, Hua Xie, Juan Wang, Wei Wang, Jianxin Chen
Software Mentions: 1
Published: almost 7 years ago
10.3389/fphys.2019.01193
Machine Learning Approach to Predict Ventricular Fibrillation Based on QRS Complex ShapeCited by: 28
Author(s): Getu Tadele Taye, Eun Bo Shim, Han-Jeong Hwang, Ki Moo Lim
Software Mentions: 1
Published: about 5 years ago
10.3389/fpls.2020.583438
Improving Image-Based Plant Disease Classification With Generative Adversarial Network Under Limited Training SetCited by: 29
Author(s): Luning Bi, Guiping Hu
Software Mentions: 1
Published: almost 4 years ago
10.3389/fpls.2020.00004
6mA-RicePred: A Method for Identifying DNA N6-Methyladenine Sites in the Rice Genome Based on Feature FusionCited by: 30
Author(s): Qianfei Huang, Jun Zhang, Leyi Wei, Fei Guo, Quan Zou
Software Mentions: 1
Published: almost 5 years ago
10.3389/fpls.2020.00099
Forest-Scale Phenotyping: Productivity Characterisation Through Machine LearningCited by: 20
Author(s): Maxime Bombrun, Jonathan P. Dash, David Pont, Michael S. Watt, Grant D. Pearse, Heidi S. Dungey
Software Mentions: 1
Published: over 4 years ago
10.1371/journal.pcbi.1006953
Passenger mutations accurately classify human tumorsCited by: 35
Author(s): Marina Salvadores, David Mas-Ponte, Fran Supek
Software Mentions: 1
Published: over 5 years ago
10.3389/fpsyg.2020.587413
Chinese College Students Have Higher Anxiety in New Semester of Online Learning During COVID-19: A Machine Learning ApproachCited by: 46
Author(s): Chongying Wang, Hong Zhao, Haoran Zhang
Software Mentions: 1
Published: almost 4 years ago
10.3389/fpsyg.2017.00215
Semi-Supervised Learning of Cartesian Factors: A Top-Down Model of the Entorhinal Hippocampal ComplexCited by: 4
Author(s): András Lörincz, András Sárkány
Software Mentions: 1
Published: over 7 years ago
10.3389/fpubh.2021.655083
Effects of the COVID-19 Pandemic on Psychological Well-Being and Mental Health Based on a German Online SurveyCited by: 7
Author(s): Katharina Lingelbach, Daniela Piechnik, Sabrina Gado, Doris Janssen, Martin Eichler, Leopold Hentschel, Dennis Knopf, Markus Schüler, Daniel Sernatinger, Matthias Peißner
Software Mentions: 1
Published: over 3 years ago
10.3389/fpubh.2021.678276
Retrospective Study on the Influencing Factors and Prediction of Hospitalization Expenses for Chronic Renal Failure in China Based on Random Forest and LASSO RegressionCited by: 16
Author(s): Pingping Dai, Wei-Fu Chang, Zirui Xin, Haiwei Cheng, Wei Ouyang, Aijing Luo
Software Mentions: 1
Published: over 3 years ago
10.3390/ijerph17249347
Cyberattacks Detection in IoT-Based Smart City Applications Using Machine Learning TechniquesCited by: 56
Author(s): Md. Mamunur Rashid, Joarder Kamruzzaman, Mohammad Mehedi Hassan, Tasadduq Imam, Steven Gordon
Software Mentions: 1
Published: almost 4 years ago
10.3389/fnsys.2018.00046
Neural Correlate of Transition Violation and Deviance Detection in the Songbird Auditory ForebrainCited by: 5
Author(s): Mingwen Dong, David S. Vicario
Software Mentions: 1
Published: about 6 years ago
10.1534/g3.119.400319
QTG-Finder: A Machine-Learning Based Algorithm To Prioritize Causal Genes of Quantitative Trait Loci in Arabidopsis and RiceCited by: 17
Author(s): Fan Lin, Jue Fan, Seung Y. Rhee
Software Mentions: 1
Published: about 5 years ago
10.3390/ijerph18052600
Multi-Drug Featurization and Deep Learning Improve Patient-Specific Predictions of Adverse EventsCited by: 6
Author(s): Ioannis N. Anastopoulos, Chloe K Herczeg, Kasey N Davis, Atray Dixit
Software Mentions: 1
Published: over 3 years ago
10.1186/s13195-021-00874-9
A cross-sectional study in healthy elderly subjects aimed at development of an algorithm to increase identification of Alzheimer pathology for the purpose of clinical trial participationCited by: 4
Author(s): Samantha Prins, Ahnjili Zhuparris, Ellen P. Hart, Robert Doll, Geert Jan Groeneveld
Software Mentions: 1
Published: over 3 years ago
10.1371/journal.pcbi.1006625
Local epigenomic state cannot discriminate interacting and non-interacting enhancer–promoter pairs with high accuracyCited by: 38
Author(s): Xi Wang, M Beer
Software Mentions: 1
Published: almost 6 years ago
10.1186/s13007-021-00737-2
Comparison of new hyperspectral index and machine learning models for prediction of winter wheat leaf water contentCited by: 18
Author(s): Juanjuan Zhang, Wen Zhang, Shuping Xiong, Zhaoxiang Song, Weihua Tian, Lei Shi, Xinming Ma
Software Mentions: 1
Published: over 3 years ago
10.3390/ijerph18136730
Identifying Predictors of University Students’ Wellbeing during the COVID-19 Pandemic—A Data-Driven ApproachCited by: 43
Author(s): Chang Liu, Melinda McCabe, Andrew Dawson, Chad Cyrzon, Shruthi Shankar, Nardin Gerges, Sebastian Kellett-Renzella, Yann Chye, Kim Cornish
Software Mentions: 1
Published: over 3 years ago
10.3390/ijerph18147466
Classical and Neural Network Machine Learning to Determine the Risk of Marijuana UseCited by: 3
Author(s): Laura Zoboroski, Torrey Wagner, Brent T. Langhals
Software Mentions: 1
Published: over 3 years ago
10.1186/s13059-020-02220-y
MethylationToActivity: a deep-learning framework that reveals promoter activity landscapes from DNA methylomes in individual tumorsCited by: 7
Author(s): Justin Williams, Beisi Xu, Daniel K. Putnam, Andrew Thrasher, Chunliang Li, Jun Yang, Xiang Chen
Software Mentions: 1
Published: almost 4 years ago
10.3390/vision3030047
An Adaptive Homeostatic Algorithm for the Unsupervised Learning of Visual FeaturesCited by: 5
Author(s): Laurent Perrinet
Software Mentions: 1
Published: about 5 years ago
10.1186/s13059-021-02458-0
Easy-Prime: a machine learning–based prime editor design toolCited by: 19
Author(s): Yichao Li, Jingjing Chen, Shengdar Q. Tsai, Yong Cheng
Software Mentions: 1
Published: about 3 years ago
10.1136/gutjnl-2019-318263
Modulation of cytokine patterns and microbiome during pregnancy in IBDCited by: 58
Author(s): Janine van der Giessen, Dana Binyamin, Anna Belogolovski, S. Frishman, Kinneret Tenenbaum-Gavish, Eran Hadar, Yoram Louzoun, Maikel P. Peppelenbosch, C. Janneke van der Woude, Omry Koren, Gwenny M. Fuhler
Software Mentions: 1
Published: over 5 years ago
10.1109/access.2020.3009902
Inverse Feature Learning: Feature Learning Based on Representation Learning of ErrorCited by: 2
Author(s): Behzad Ghazanfari, Fatemeh Afghah, Mohammad Taghi Hajiaghayi
Software Mentions: 1
Published: almost 5 years ago
10.3390/mi12010073
Image Pre-Processing Method of Machine Learning for Edge Detection with Image Signal Processor EnhancementCited by: 12
Author(s): Keumsun Park, Minah Chae, Jaehyuk Cho
Software Mentions: 1
Published: almost 4 years ago
10.1007/s11517-017-1774-z
Classification of micro-calcification in mammograms using scalable linear Fisher discriminant analysisCited by: 20
Author(s): Zobia Suhail, Erika R. E. Denton, Reyer Zwiggelaar
Software Mentions: 1
Published: almost 7 years ago
10.1186/s40537-021-00428-8
An alternative approach to dimension reduction for pareto distributed data: a case studyCited by: 25
Author(s): Marco Roccetti, Giovanni Delnevo, Luca Casini, Silvia Mirri
Software Mentions: 1
Published: over 3 years ago
10.1186/s12968-017-0399-6
High-resolution and accelerated multi-parametric mapping with automated characterization of vessel disease using intravascular MRICited by: 8
Author(s): Guan Wang, Yi Zhang, Shashank Hegde, Paul A. Bottomley
Software Mentions: 1
Published: almost 7 years ago
10.1016/j.mtbio.2020.100083
Sustainable plant polyesters as substrates for optical gas sensorsCited by: 6
Author(s): Rúben Rodrigues, Susana Palma, Vanessa G. Correia, Inês Padrão, Joana Pais, M. Banza, Cláudia Alves, Jonas Deuermeier, Celso Martins, Henrique M. A. Costa, Efthymia Ramou, Cristina Silva Pereira, Ana C. A. Roque
Software Mentions: 1
Published: about 4 years ago
10.3390/ma12244150
Experimental Investigation and Optimal Prediction of Maximum Forming Angle and Surface Roughness of an Al/SUS Bimetal Sheet in an Incremental Forming Process Using Machine LearningCited by: 11
Author(s): Raneen Abd Ali, Wenliang Chen, M.S.H. Al-Furjan, Jin Xia, Ziyu Wang
Software Mentions: 1
Published: almost 5 years ago
10.7554/eLife.66551
Interpreting wide-band neural activity using convolutional neural networksCited by: 13
Author(s): Markus Frey, Sander Tanni, Catherine Perrodin, Alice O’Leary, Matthias Nau, Jack Kelly, Andrea Banino, Daniel Bendor, Julie Lefort, Christian F. Doeller, Caswell Barry
Software Mentions: 1
Published: over 3 years ago
10.1016/j.resplu.2020.100046
Random forest machine learning method outperforms prehospital National Early Warning Score for predicting one-day mortality: A retrospective studyCited by: 10
Author(s): Jussi Pirneskoski, Joonas Tamminen, Antti Kallonen, Jouni Nurmi, Markku Kuisma, Klaus T. Olkkola, Sanna Hoppu
Software Mentions: 1
Published: almost 4 years ago
10.1186/s12284-021-00479-8
Evolutionary Processes Involved in the Emergence and Expansion of an Atypical O. sativa Group in MadagascarCited by: 3
Author(s): Nourollah Ahmadi, Alain Ramanantsoanirina, João dos Santos, Julien Frouin, Tendro Radanielina
Software Mentions: 1
Published: over 3 years ago
10.1007/s10334-021-00914-3
Multiple b-values improve discrimination of cortical gray matter regions using diffusion MRI: an experimental validation with a data-driven approachCited by: 1
Author(s): Tara Ganepola, Yoojin Lee, Daniel C. Alexander, Martin I. Sereno, Zoltán Nagy
Software Mentions: 1
Published: over 3 years ago
10.3390/life10090181
Machine Learning Approach to Raman Spectrum Analysis of MIA PaCa-2 Pancreatic Cancer Tumor Repopulating Cells for Classification and Feature AnalysisCited by: 10
Author(s): Christopher Mandrell, Torrey Holland, James F. Wheeler, Sakineh M. A. Esmaeili, Kshitij Amar, Farhan Chowdhury, P. Sivakumar
Software Mentions: 1
Published: about 4 years ago
10.7554/eLife.64993
Probing the decision-making mechanisms underlying choice between drug and nondrug rewards in ratsCited by: 3
Author(s): Youna Vandaele, Michel Lenoir, Caroline Vouillac‐Mendoza, Karine Guillem, Serge H. Ahmed
Software Mentions: 1
Published: over 3 years ago
10.1186/s40708-021-00133-5
Evaluating deep learning EEG-based mental stress classification in adolescents with autism for breathing entrainment BCICited by: 19
Author(s): Alamelu Sundaresan, Brian Penchina, Sean Cheong, Victoria Grace, Antoni Valero‐Cabré, Adrien Martel
Software Mentions: 1
Published: over 3 years ago
10.1038/s41598-018-22020-6
Body temperature measurement in mice during acute illness: implantable temperature transponder versus surface infrared thermometryCited by: 51
Author(s): Jie Mei, Nico Riedel, Ulrike Grittner, Matthias Endres, Stefanie Banneke, J Emmrich
Software Mentions: 1
Published: over 6 years ago
10.1038/s41598-018-23685-9
Predicting individual responses to the electroconvulsive therapy with hippocampal subfield volumes in major depression disorderCited by: 90
Author(s): Bo Cao, Qiang Luo, Yixiao Fu, Du Li, Tian Qiu, Xiangying Yang, Xiaolu Chen, Qibin Chen, Jair C. Soares, Raymond Y. Cho, Xiang Yang Zhang, Hu Qiu
Software Mentions: 1
Published: over 6 years ago
10.3390/bios11010002
A Label-Free Optical Detection of Pathogens in Isopropanol as a First Step towards Real-Time Infection PreventionCited by: 2
Author(s): Julie Claudinon, Siegfried Steltenkamp, Manuel Fink, Taras Sych, Benoît Verreman, Winfried Römer, Morgan Madec
Software Mentions: 1
Published: almost 4 years ago
10.1038/s41598-018-35274-x
Deep transfer learning-based hologram classification for molecular diagnosticsCited by: 46
Author(s): Sungjin Kim, Chuangqi Wang, Bing Zhao, Hyungsoon Im, Jouha Min, Hee June Choi, Joseph Tadros, Nu Ri Choi, Cesar M. Castro, Ralph Weissleder, Hakho Lee, Kwonmoo Lee
Software Mentions: 1
Published: almost 6 years ago
10.3390/biom9100607
Unsupervised and Supervised Learning over the
 Energy Landscape for Protein Decoy SelectionCited by: 7
Author(s): Nasrin Akhter, Gopinath Chennupati, Kazi Lutful Kabir, Hristo Djidjev, Amarda Shehu
Software Mentions: 1
Published: about 5 years ago
10.1186/s12859-021-04131-6
Machine learning to reveal an astute risk predictive framework for Gynecologic Cancer and its impact on women psychology: Bangladeshi perspectiveCited by: 10
Author(s): Sayed Asaduzzaman, Md. Raihan Ahmed, Hasin Rehana, Setu Chakraborty, Md. Shariful Islam, Touhid Bhuiyan
Software Mentions: 1
Published: over 3 years ago
10.3390/biom11020307
Imaging-Based Staging of Hepatic Fibrosis in Patients with Hepatitis B: A Dynamic Radiomics Model Based on Gd-EOB-DTPA-Enhanced MRICited by: 4
Author(s): Rencheng Zheng, Chunzi Shi, Chengyan Wang, Nannan Shi, Tianyi Qiu, Weibo Chen, Yuxin Shi, He Wang
Software Mentions: 1
Published: over 3 years ago
10.1038/s41598-019-47594-7
PACES: prediction of N4-acetylcytidine (ac4C) modification sites in mRNACited by: 31
Author(s): Wanqing Zhao, Yiran Zhou, Qinghua Cui, Yuan Zhou
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-019-56482-z
Quantifying free behaviour in an open field using k-motif approachCited by: 0
Author(s): Marein Könings, Mark Blokpoel, Katarzyna Kapusta, Tom Claassen, Jan K. Buitelaar, Jeffrey Glennon, Natalia Bielczyk
Software Mentions: 1
Published: almost 5 years ago
10.1038/s41598-020-61123-x
Machine learning for characterizing risk of type 2 diabetes mellitus in a rural Chinese population: the Henan Rural Cohort StudyCited by: 57
Author(s): Liying Zhang, Yikang Wang, Miaomiao Niu, Chongjian Wang, Zhenfei Wang
Software Mentions: 1
Published: over 4 years ago
10.3390/ijms20163959
Combination of Fetal Fraction Estimators Based on Fragment Lengths and Fragment Counts in Non-Invasive Prenatal TestingCited by: 11
Author(s): Juraj Gazdarica, Rastislav Hekel, Jaroslav Budiš, Marcel Kucharík, František Ďuriš, Ján Radvánszky, Ján Turňa, Tomáš Szemes
Software Mentions: 1
Published: about 5 years ago
10.1038/s41598-020-66260-x
Paroxysmal eruptions tracked by variations of helium isotopes: inferences from Piton de la Fournaise (La Réunion island)Cited by: 13
Author(s): Guillaume Boudoire, Andrea Luca Rizzo, Ilenia Arienzo, Andréa Di Muro
Software Mentions: 1
Published: over 4 years ago
10.3390/ijms20184362
Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine LearningCited by: 3
Author(s): Cristian R. Munteanu, Marcos Gestal, Yunuen G. Martínez-Acevedo, Nieves Pedreira, Alejandro Pazos, Julián Dorado
Software Mentions: 1
Published: about 5 years ago
10.3390/ijms21030713
Flexible Data Trimming Improves Performance of Global Machine Learning Methods in Omics-Based Personalized OncologyCited by: 18
Author(s): Victor Tkachev, Maxim Sorokin, Constantin Borisov, Andrew Garazha, Anton Buzdin, Nicolas Borisov
Software Mentions: 1
Published: almost 5 years ago
10.3390/ijms21239258
Essential Oils Biofilm Modulation Activity, Chemical and Machine Learning Analysis—Application on Staphylococcus aureus Isolates from Cystic Fibrosis PatientsCited by: 16
Author(s): Rosanna Papa, Stefania Garzoli, Gianluca Vrenna, Manuela Sabatino, Filippo Sapienza, Michela Relucenti, Orlando Donfrancesco, Ersilia Fiscarelli, Marco Artini, Laura Selan, Rino Ragno
Software Mentions: 1
Published: almost 4 years ago
10.1186/s12888-021-03184-4
Simple action for depression detection: using kinect-recorded human kinematic skeletal dataCited by: 9
Author(s): Wentao Li, Qingxiang Wang, Xin Liu, Y. H. Yu
Software Mentions: 1
Published: over 3 years ago
10.1186/s12887-020-02392-3
Machine learning model demonstrates stunting at birth and systemic inflammatory biomarkers as predictors of subsequent infant growth – a four-year prospective studyCited by: 4
Author(s): Elizabeth Harrison, Sana Syed, Lubaina Ehsan, Najeeha Talat Iqbal, Kamran Sadiq, Fayyaz Umrani, Sheraz Ahmed, Najeeb Rahman, Sadaf Jakhro, Z. Jennie, Molly A. Hughes, Syed Asad Ali
Software Mentions: 1
Published: about 4 years ago
10.1038/s41598-020-80345-7
Assessing ZNF154 methylation in patient plasma as a multicancer marker in liquid biopsies from colon, liver, ovarian and pancreatic cancer patientsCited by: 16
Author(s): Brendan Miller, Hanna M. Petrykowska, Laura Elnitski
Software Mentions: 1
Published: almost 4 years ago
10.1038/s41598-021-82213-4
Virome-wide serological profiling reveals association of herpesviruses with obesityCited by: 15
Author(s): Mohammad Rubayet Hasan, Mahbuba Rahman, Taushif Khan, Amira Saeed, Sathyavathi Sundararaju, Annaliza Flores, Phillip Hawken, Arun K. Rawat, Naser Elkum, Khalid Hussain, Rusung Tan, Patrick Tang, Nico Marr
Software Mentions: 1
Published: almost 4 years ago
10.1186/s12891-021-04514-z
Identifying discriminative features for diagnosis of Kashin-Beck disease among adolescentsCited by: 8
Author(s): Yanan Zhang, Xiaoli Wei, Chunxia Cao, Fangfang Yu, Wenrong Li, Guanghui Zhao, Haiyan Wei, Fenge Zhang, Peilin Meng, Shuang Sun, Mikko J. Lammi, Xiong Guo
Software Mentions: 1
Published: about 3 years ago