Projects: pypi: scikit-learn

https://packages.ecosyste.ms/registries/pypi.org/packages/scikit-learn

A set of python modules for machine learning and data mining
72 versions
Latest release: about 2 years ago
5,918 dependent packages
43,777,417 downloads last month

Enhanced Analysis
Educational Contributors: a.joly@ulg.ac.be vanderplas@astro.washington.edu bh00038@cvplws63.eps.surrey.ac.uk ha258@cornell.edu satra@mit.edu zl2480@columbia.edu pinto@alum.mit.edu jz4721@nyu.edu matteo.visconti.gr@dartmouth.edu vighneshbirodkar@nyu.edu robert.l.marchman@dartmouth.edu rs2715@stern.nyu.edu claire.savard@colorado.edu aaaagrawal@iitb.ac.in ihaque@cs.stanford.edu rspeer@mit.edu mluessi@nmr.mgh.harvard.edu amitibo@tx.technion.ac.il ericchang2017@u.northwestern.edu jkarno@seas.upenn.edu minghui.liu@trincoll.edu m.lyra@sussex.ac.uk andrew.knyazev@ucdenver.edu lamb@cs.stanford.edu camilo@neurostat.mit.edu martino.sorbaro@ed.ac.uk t.sheerman-chase@surrey.ac.uk cgohlke@uci.edu batulaa@drexel.edu kcarnold@alum.mit.edu apw@seas.harvard.edu abie@alum.mit.edu rossbar@berkeley.edu alceballosa@unal.edu.co fhoang7@berkeley.edu hechen@seas.upenn.edu stefan@sun.ac.za deepyaman.datta@utexas.edu rebekah.kim@columbia.edu shubham.bhardwaj2015@vit.ac.in slama@berkeley.edu nisingh@wharton.upenn.edu kanikas3@vt.edu jdlabal@stanford.edu kjells@uw.edu markus.loning.17@ucl.ac.uk k_nzw@klis.tsukuba.ac.jp dkirkby@uci.edu balawson@bu.edu c.brummitt@columbia.edu choo8@illinois.edu giorgio.patrini@anu.edu.au shangwuy@andrew.cmu.edu rafael.possas@sydney.edu.au olsonran@msu.edu brian.mcfee@nyu.edu naj273@nyu.edu dgrusak@trinity.edu emd222@cornell.edu voth0@sewanee.edu trishnendu.dd2014@cs.iiests.ac.in apeng@berkeley.edu boucher@cs.umass.edu lunt@ctbp.ucsd.edu bakhbari@mgh.harvard.edu piraka@brandeis.edu neal.lathia@cl.cam.ac.uk razhoshia@post.bgu.ac.il michal.romaniuk06@ic.ac.uk m.batchkarov@sussex.ac.uk lemin@cs.colostate.edu rudvlf0413@korea.ac.kr vredev16@msu.edu raschkas@msu.edu ali.baharev@univie.ac.at a.krasoulis@sms.ed.ac.uk arokem@berkeley.edu gabrielvr@al.insper.edu.br eric.sanchez1234@email.bakersfieldcollege.edu fcchou@stanford.edu rofuyu@cs.utexas.edu glemaitre@visor.udg.edu naoyaiijima@hiroshima-u.ac.jp ayushgup@iitk.ac.in joel@vlan-2666-10-17-16-173.staff.wireless.sydney.edu.au jam7w2@mail.missouri.edu j.hale09@imperial.ac.uk tw991@nyu.edu patel_zeel@iitgn.ac.in vincent.lostanlen@nyu.edu stvjc@channing.harvard.edu ritchieng@u.nus.edu bansalsi@usc.edu rbarnes@umn.edu rrohan@cs.cmu.edu liutong.zhou@columbia.edu mdh386@nyu.edu mlf419@nyu.edu shreyave@usc.edu jin.siy@northeastern.edu samuel_ainsworth@brown.edu cwijes1@lsu.edu wadawson@ucdavis.edu xinyuliu@umich.edu rz258@cornell.edu daniel.mallia21@myhunter.cuny.edu argriffi@ncsu.edu filipj@umich.edu kms15@case.edu sam.dixon@berkeley.edu khong008@e.ntu.edu.sg jnelso11@gmu.edu jclawton@umich.edu jaehyunahn@sogang.ac.kr ijpulidos@unal.edu.co gstupp@scripps.edu justhube@umich.edu noamkeidar@campus.technion.ac.il nityamd@nyu.edu css459@nyu.edu alyee@ucsd.edu andersk@mit.edu dhanus@mit.edu coreylevinson@uchicago.edu cailean.carter@quadram.ac.uk bral4884@colorado.edu dschult@colgate.edu dpwe@ee.columbia.edu dylan.cashman@tufts.edu pawelsendyk@berkeley.edu qzhang90@gatech.edu mhaberla@calpoly.edu saketk@student.unimelb.edu.au eunjikim@dm.snu.ac.kr erinrhof@uw.edu ksivaman@purdue.edu garmstrong@ucsd.edu konstantin.shmelkov@polytechnique.edu e175774@ie.u-ryukyu.ac.jp hermidal@cs.umd.edu jbearer@hmc.edu jmarin@csail.mit.edu
Repository Activity:
Repository Owner: scikit-learn (organization)
Repositories related to the scikit-learn Python machine learning library. Academic
README Analysis:
Science Score: 100/100
Starting Score: 100 points
Bonuses:
  • +2840 Educational commit emails
    142 contributors with educational email addresses
  • +20 Academic repository owner
    Repository owned by academic institution
  • +15 Institutional repository owner
    Repository owned by research institution
  • +6 Science terms in README
    3 scientific terms found in README
Penalties:
  • -10 PyPI ecosystem
    General-purpose ecosystem

Very Likely Science (100)

Papers Mentioning scikit-learn 2,431

10.2196/20324
Institution-Specific Machine Learning Models for Prehospital Assessment to Predict Hospital Admission: Prediction Model Development Study
Cited by: 10
Author(s): Toru Shirakawa, Tomohiro Sonoo, Kentaro Ogura, Ryo Fujimori, Kozo Hara, Tadahiro Goto, Hideki Hashimoto, Yūji Takahashi, Hiromu Naraba, Kensuke Nakamura
Software Mentions: 3
Published: about 5 years ago
10.3390/diagnostics11081398
Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning
Cited by: 12
Author(s): Pushpanjali Gupta, Yen‐Lin Huang, Prasan Kumar Sahoo, Jeng-Fu You, Sum-Fu Chiang, Djeane Debora Onthoni, Yih‐Jong Chern, Kuo-Yu Chao, Jy-Ming Chiang, Chien-Yuh Yeh, Wen‐Sy Tsai
Software Mentions: 3
Published: over 4 years ago
10.1155/2019/9056402
Predicting Long-Term Mortality after Acute Coronary Syndrome Using Machine Learning Techniques and Hematological Markers
Cited by: 25
Author(s): Konrad Pieszko, Jarosław Hiczkiewicz, Paweł Budzianowski, Jan Budzianowski, Janusz Rzeźniczak, Karolina Pieszko, Paweł Burchardt
Software Mentions: 3
Published: almost 7 years ago
10.7554/eLife.56890
Diverse homeostatic and immunomodulatory roles of immune cells in the developing mouse lung at single cell resolution
Cited by: 27
Author(s): Racquel Domingo-Gonzalez, Fabio Zanini, Xibing Che, Min Liu, Robert C. Jones, Michael Swift, Stephen R. Quake, David N. Cornfield, Cristina M. Alvira
Software Mentions: 3
Published: over 5 years ago
10.3390/jimaging6110115
Detecting Morphing Attacks through Face Geometry Features
Cited by: 8
Author(s): Stephanie Autherith, Cecilia Pasquini
Software Mentions: 3
Published: about 5 years ago
10.3390/jfmk6030060
Accuracy of Measuring Knee Flexion after TKA through Wearable IMU Sensors
Cited by: 4
Author(s): Ricardo Antunes, Paul Jacob, Andrew J. Meyer, Michael A. Conditt, Martin W. Roche, Matthias Verstraete
Software Mentions: 3
Published: over 4 years ago
10.7554/eLife.54055
Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers
Cited by: 60
Author(s): Denis A. Engemann, Oleh Kozynets, David Sabbagh, G Lemaître, Gaël Varoquaux, Franziskus Liem, Alexandre Gramfort
Software Mentions: 3
Published: over 5 years ago
10.3390/e21070654
Sequence Versus Composition: What Prescribes IDP Biophysical Properties?
Cited by: 10
Author(s): Jiří Vymětal, Jiřı́ Vondrášek, Klára Hlouchová
Software Mentions: 3
Published: over 6 years ago
10.3390/e23060664
Shall I Work with Them? A Knowledge Graph-Based Approach for Predicting Future Research Collaborations
Cited by: 4
Author(s): Nikos Kanakaris, Nikolaos Giarelis, Ilias Siachos, Nikos Karacapilidis
Software Mentions: 3
Published: over 4 years ago
10.3390/s20174773
ANN-Based Estimation of Low-Latitude Monthly Ocean Latent Heat Flux by Ensemble Satellite and Reanalysis Products
Cited by: 3
Author(s): Xiao‐Wei Chen, Yunjun Yao, Yufu Li, Yuhu Zhang, Kun Jia, Xiaolin Zhang, Ke Shang, Junming Yang, Xiangyi Bei, Xihong Guo
Software Mentions: 3
Published: about 5 years ago
10.3390/s20102809
Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods
Cited by: 152
Author(s): Muhammad Fazal Ijaz, Muhammad Attique, Youngdoo Son
Software Mentions: 3
Published: over 5 years ago
10.1186/s13072-019-0308-3
Joint inference and alignment of genome structures enables characterization of compartment-independent reorganization across cell types
Cited by: 4
Author(s): Lila Rieber, Shaun Mahony
Software Mentions: 3
Published: about 6 years ago
10.3390/s20092451
LogEvent2vec: LogEvent-to-Vector Based Anomaly Detection for Large-Scale Logs in Internet of Things
Cited by: 53
Author(s): Jin Wang, Yangning Tang, Shiming He, Changqing Zhao, Pradip Kumar Sharma, Osama Alfarraj, Amr Tolba
Software Mentions: 3
Published: over 5 years ago
10.1007/s00330-020-07635-6
Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma
Cited by: 9
Author(s): Sebastian Röhrich, Johannes Hofmanninger, Lukas Leopold Negrin, Georg Langs, Helmut Prosch
Software Mentions: 3
Published: over 4 years ago
10.1038/s42003-020-01143-5
Host-parasite tissue adhesion by a secreted type of β-1,4-glucanase in the parasitic plant Phtheirospermum japonicum
Cited by: 26
Author(s): Ken-ichi Kurotani, Takanori Wakatake, Yasunori Ichihashi, Koji Okayasu, Yu Sawai, Satoshi Ogawa, Songkui Cui, Takamasa Suzuki, Ken Shirasu, Michitaka Notaguchi
Software Mentions: 3
Published: over 5 years ago
10.3390/s20082403
Analyzing the Effectiveness of the Brain–Computer Interface for Task Discerning Based on Machine Learning
Cited by: 3
Author(s): Jakub Browarczyk, Adam Kurowski, Bożena Kostek
Software Mentions: 3
Published: over 5 years ago
10.3390/s20030825
Zero-Shot Human Activity Recognition Using Non-Visual Sensors
Cited by: 23
Author(s): Fadi Al Machot, Mohammed R. Elkobaisi, Kyandoghere Kyamakya
Software Mentions: 3
Published: almost 6 years ago
10.3390/foods9060710
Application of ATR-FT-MIR for Tracing the Geographical Origin of Honey Produced in the Maltese Islands
Cited by: 11
Author(s): Jean Paul Formosa, Frederick Lia, David Mifsud, Claude Farrugia
Software Mentions: 3
Published: over 5 years ago
10.3390/foods8100461
Liking Product Landscape: Going Deeper into Understanding Consumers’ Hedonic Evaluations
Cited by: 4
Author(s): Claudia N. Sánchez, Julieta Domínguez-Soberanes, Héctor B. Escalona‐Buendía, Mario Graff, Sebastián Gutiérrez, Gabriela Sánchez
Software Mentions: 3
Published: about 6 years ago
10.3390/s19081955
Streaming Data Fusion for the Internet of Things
Cited by: 28
Author(s): Klemen Kenda, Blaž Kažič, Erik Novak, Dunja Mladenič
Software Mentions: 3
Published: over 6 years ago
10.3390/s19071629
Acoustic Sensor Data Flow for Cultural Heritage Monitoring and Safeguarding
Cited by: 7
Author(s): Panagiotis Kasnesis, Nicolas-Alexander Tatlas, Stelios Α. Mitilineos, Charalampos Z. Patrikakis, Stelios M. Potirakis
Software Mentions: 3
Published: over 6 years ago
10.3390/s19071738
Fear Level Classification Based on Emotional Dimensions and Machine Learning Techniques
Cited by: 46
Author(s): Oana Bălan, Gabriela Moise, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
Software Mentions: 3
Published: over 6 years ago
10.3390/s18113779
Machine Learning Aided Scheme for Load Balancing in Dense IoT Networks
Cited by: 29
Author(s): César Gómez, Abdallah Shami, Xianbin Wang
Software Mentions: 3
Published: about 7 years ago
10.3390/s18113743
Characterizing Focused Attention and Working Memory Using EEG
Cited by: 35
Author(s): Zainab Mohamed, Mohamed El Halaby, Tamer Said, Doaa M. Shawky, Ashraf H. Badawi
Software Mentions: 3
Published: about 7 years ago
10.3390/s18082474
Detection of Talking in Respiratory Signals: A Feasibility Study Using Machine Learning and Wearable Textile-Based Sensors
Cited by: 21
Author(s): Andreas Ejupi, Carlo Menon
Software Mentions: 3
Published: over 7 years ago
10.3389/fnagi.2020.00238
Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the APOE Genotype
Cited by: 23
Author(s): Yubraj Gupta, Ji‐In Kim, Byeong C. Kim, Goo‐Rak Kwon
Software Mentions: 3
Published: over 5 years ago
10.1038/s41598-021-98387-w
Predicting medication adherence using ensemble learning and deep learning models with large scale healthcare data
Cited by: 14
Author(s): Yingqi Gu, Akshay Zalkikar, Mingming Liu, Lara Kelly, Amy R. Hall, Kieran Daly, Tomás E. Ward
Software Mentions: 3
Published: about 4 years ago
10.7554/eLife.46935
Deep generative models for T cell receptor protein sequences
Cited by: 57
Author(s): Kristian Davidsen, Branden J Olson, William S DeWitt, Jean Feng, Elias Harkins, Philip Bradley, F. A. Matsen
Software Mentions: 3
Published: about 6 years ago
10.1038/s41598-021-97257-9
Microglial ASD-related genes are involved in oligodendrocyte differentiation
Cited by: 4
Author(s): Yuta Takanezawa, Shihori Tanabe, Daiki Kato, Rie Ozeki, Masayo Komoda, Tatsunori Suzuki, Hiroko Baba, Rieko Muramatsu
Software Mentions: 3
Published: about 4 years ago
10.7554/eLife.52707
The transcriptomic response of cells to a drug combination is more than the sum of the responses to the monotherapies
Cited by: 19
Author(s): Jennifer E. L. Diaz, Mehmet Eren Ahsen, Thomas Schaffter, Xintong Chen, Ronald Realubit, Charles Karan, Andrea Califano, Bojan Losic, Gustavo Stolovitzky
Software Mentions: 3
Published: about 5 years ago
10.1155/2015/193406
Genetic Programming Based Ensemble System for Microarray Data Classification
Cited by: 17
Author(s): Kun Hong Liu, Muchenxuan Tong, Shu Tong Xie, Vincent Ng
Software Mentions: 3
Published: almost 11 years ago
10.1038/s41598-021-97007-x
Delivery mode and perinatal antibiotics influence the predicted metabolic pathways of the gut microbiome
Cited by: 7
Author(s): Petri Vänni, Mysore V. Tejesvi, Sofia Ainonen, Marjo Renko, Katja Korpela, Jarmo A. Salo, Niko Paalanne, Terhi Tapiainen
Software Mentions: 3
Published: about 4 years ago
10.1001/jamanetworkopen.2019.19396
Assessment of a Machine Learning Model Applied to Harmonized Electronic Health Record Data for the Prediction of Incident Atrial Fibrillation
Cited by: 66
Author(s): Premanand Tiwari, Kathryn Colborn, Derek E. Smith, Fuyong Xing, Debashis Ghosh, Michael Rosenberg
Software Mentions: 3
Published: almost 6 years ago
10.1038/s41598-021-96674-0
Exploring deep learning capabilities for surge predictions in coastal areas
Cited by: 19
Author(s): Timothy Tiggeloven, Anaïs Couasnon, Chiem van Straaten, Sanne Muis, Philip J. Ward
Software Mentions: 3
Published: about 4 years ago
10.1038/s41598-021-95702-3
Geographic source estimation using airborne plant environmental DNA in dust
Cited by: 10
Author(s): Chelsea Lennartz, Joel Kurucar, Stephen Coppola, Janice Crager, Johanna Bobrow, Laura Bortolin, James C. Comolli
Software Mentions: 3
Published: about 4 years ago
10.1098/rsos.181806
Accurate wisdom of the crowd from unsupervised dimension reduction
Cited by: 1
Author(s): Lingfei Wang, Tom Michoel
Software Mentions: 3
Published: over 6 years ago
10.3390/polym12122949
Artificial Neural Networks-Based Material Parameter Identification for Numerical Simulations of Additively Manufactured Parts by Material Extrusion
Cited by: 20
Author(s): Paul Meißner, Hagen Watschke, Jens Winter, Thomas Vietor
Software Mentions: 3
Published: almost 5 years ago
10.1155/2020/6217392
Risk Factors of Cerebral Infarction and Myocardial Infarction after Carotid Endarterectomy Analyzed by Machine Learning
Cited by: 5
Author(s): Peng Bai, Yang Zhou, Yuan Liu, Gang Li, Zhengqian Li, Tao Wang, Xiaoru Guo
Software Mentions: 3
Published: almost 5 years ago
10.1007/s10827-015-0565-5
Reconstruction of recurrent synaptic connectivity of thousands of neurons from simulated spiking activity
Cited by: 41
Author(s): Yury V. Zaytsev, Abigail Morrison, Moritz Deger
Software Mentions: 3
Published: over 10 years ago
10.1186/s12883-020-01672-w
Machine learning analysis of motor evoked potential time series to predict disability progression in multiple sclerosis
Cited by: 43
Author(s): J. Yperman, Thijs Becker, Dirk Valkenborg, Veronica Adriana Popescu, Niels Hellings, Bart Van Wijmeersch, Liesbet M. Peeters
Software Mentions: 3
Published: over 5 years ago
10.1186/s12859-017-1561-8
RNA-protein binding motifs mining with a new hybrid deep learning based cross-domain knowledge integration approach
Cited by: 153
Author(s): Xiaoyong Pan, Hong‐Bin Shen
Software Mentions: 3
Published: over 8 years ago
10.3389/fninf.2013.00012
Toward open sharing of task-based fMRI data: the OpenfMRI project
Cited by: 277
Author(s): Russell A. Poldrack, M Deanna, James Mitchell, Tor D. Wager, Anthony D. Wagner, Joseph T. Devlin, Chad Cumba, Oluwasanmi Koyejo, Michael P. Milham
Software Mentions: 3
Published: almost 13 years ago
10.7554/eLife.56053
Population coupling predicts the plasticity of stimulus responses in cortical circuits
Cited by: 24
Author(s): Yann Sweeney, Claudia Clopath
Software Mentions: 3
Published: over 5 years ago
10.7554/eLife.08719
Molecular architecture of the yeast Mediator complex
Cited by: 133
Author(s): Philip J. Robinson, Michael J. Trnka, Riccardo Pellarin, Charles H. Greenberg, David Bushnell, Roger T. Davis, Alma L. Burlingame, Andrej Šali, Roger D. Kornberg
Software Mentions: 3
Published: about 10 years ago
10.7717/peerj.8783
Meta-SourceTracker: application of Bayesian source tracking to shotgun metagenomics
Cited by: 36
Author(s): Jordan McGhee, Nick Rawson, Barbara Bailey, Antonio Fernández-Guerra, Laura Sisk-Hackworth, Scott T. Kelley
Software Mentions: 3
Published: over 5 years ago
10.1186/s12859-020-3439-4
Variant effect predictions capture some aspects of deep mutational scanning experiments
Cited by: 24
Author(s): Jonas Reeb, Theresa Wirth, Burkhard Rost
Software Mentions: 3
Published: over 5 years ago
10.7554/eLife.57390
Population-scale proteome variation in human induced pluripotent stem cells
Cited by: 38
Author(s): Bogdan Mirauta, Daniel D Seaton, Dalila Bensaddek, Alejandro Brenes, Marc Jan Bonder, Helena Kilpinen, Chukwuma A. Agu, Alex Alderton, Petr Danecek, Rachel Denton, Richard Durbin, Daniel J Gaffney, Ângela Gonçalves, Reena Halai, Sarah Harper, Christopher M. Kirton, Anja Kolb-Kokocinski, Andreas Leha, Shane McCarthy, Yasin Memari, Minal Patel, Ewan Birney, Francesco Paolo Casale, Laura Clarke, Peter W. Harrison, Helena Kilpinen, Ian Streeter, Davide Denovi, Oliver Stegle, Angus I. Lamond, Ruta Meleckyte, Natalie Moens, Fiona M. Watt, Willem H. Ouwehand, Philip L. Beales, Oliver Stegle, Angus I. Lamond
Software Mentions: 3
Published: about 5 years ago
10.7717/peerj.4452
Characterization of shifts of koala (<i>Phascolarctos cinereus)</i> intestinal microbial communities associated with antibiotic treatment
Cited by: 28
Author(s): Katherine E. Dahlhausen, Ladan Doroud, Alana Firl, Adam Polkinghorne, Jonathan A. Eisen
Software Mentions: 3
Published: over 7 years ago
10.1186/s12911-021-01487-w
Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods
Cited by: 8
Author(s): Hui Zong, Jiancheng Yang, Zeyu Zhang, Zuofeng Li, Xiaoyan Zhang
Software Mentions: 3
Published: over 4 years ago
10.1186/s12859-018-2496-4
Fast and scalable neural embedding models for biomedical sentence classification
Cited by: 18
Author(s): Asan Agibetov, Kathrin Blagec, Hong Xu, Matthias Samwald
Software Mentions: 3
Published: almost 7 years ago
10.7717/peerj.7600
OutbreakFinder: a visualization tool for rapid detection of bacterial strain clusters based on optimized multidimensional scaling
Cited by: 1
Author(s): Ming-Hsin Tsai, Yen‐Yi Liu, Chih-Chieh Chen
Software Mentions: 3
Published: about 6 years ago
10.1186/s12859-016-1349-2
Feature-based classification of human transcription factors into hypothetical sub-classes related to regulatory function
Cited by: 14
Author(s): Rezvan Ehsani, Shahram Bahrami, Finn Drabløs
Software Mentions: 3
Published: almost 9 years ago
10.1186/s12859-016-1345-6
SnoReport 2.0: new features and a refined Support Vector Machine to improve snoRNA identification
Cited by: 18
Author(s): João Victor de Araújo Oliveira, Fabrizio Costa, Rolf Backofen, Peter F. Stadler, Maria Emília M. T. Walter, Jana Hertel
Software Mentions: 3
Published: almost 9 years ago
10.1186/s12911-020-1114-3
A multi-omics supervised autoencoder for pan-cancer clinical outcome endpoints prediction
Cited by: 7
Author(s): Kaiwen Tan, Weixian Huang, Jinlong Hu, Shen Dong
Software Mentions: 3
Published: over 5 years ago
10.1016/j.patter.2020.100013
Random Forest Models for Accurate Identification of Coordination Environments from X-Ray Absorption Near-Edge Structure
Cited by: 40
Author(s): Zheng Chen, Chi Chen, Yiming Chen, Shyue Ping Ong
Software Mentions: 3
Published: over 5 years ago
10.3389/fninf.2016.00049
Pyrcca: Regularized Kernel Canonical Correlation Analysis in Python and Its Applications to Neuroimaging
Cited by: 54
Author(s): Natalia Y. Bilenko, Jack L. Gallant
Software Mentions: 3
Published: almost 9 years ago
10.3389/fmicb.2020.616692
Tracking Major Sources of Water Contamination Using Machine Learning
Cited by: 7
Author(s): Jianyong Wu, Conghe Song, Eric A. Dubinsky, J R Stewart
Software Mentions: 3
Published: almost 5 years ago
10.1186/s12911-020-01268-x
Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data
Cited by: 11
Author(s): Divneet Mandair, Premanand Tiwari, Steven R. Simon, Kathryn Colborn, Michael Rosenberg
Software Mentions: 3
Published: about 5 years ago
10.12688/wellcomeopenres.15903.1
Could dementia be detected from UK primary care patients’ records by simple automated methods earlier than by the treating physician? A retrospective case-control study
Cited by: 8
Author(s): Elizabeth Ford, Johannes Starlinger, Philip Rooney, Seb Oliver, Sube Banerjee, Harm van Marwijk, Jackie A Cassell
Software Mentions: 3
Published: over 5 years ago
10.3389/fmicb.2021.644487
Beating Naive Bayes at Taxonomic Classification of 16S rRNA Gene Sequences
Cited by: 8
Author(s): Michał Ziemski, Treepop Wisanwanichthan, Nicholas A. Bokulich, Benjamin Kaehler
Software Mentions: 3
Published: over 4 years ago
10.3389/fmicb.2020.00383
Featured Gut Microbiomes Associated With the Progression of Chronic Hepatitis B Disease
Cited by: 48
Author(s): Zhangran Chen, Yurou Xie, Fei Zhou, Bangzhou Zhang, Jingtong Wu, Luxi Yang, Shuaimei Xu, Robert D. Stedtfeld, Qiongyun Chen, Jingjing Liu, Xiang Zhang, Hui Xu, Jianlin Ren
Software Mentions: 3
Published: over 5 years ago
10.3389/fmicb.2021.689987
Diversity and Eco-Evolutionary Associations of Endosymbiotic Astome Ciliates With Their Lumbricid Earthworm Hosts
Cited by: 9
Author(s): Tomáš Obert, Ivan Rurik, Peter Vďačný
Software Mentions: 3
Published: over 4 years ago
10.1128/mSystems.00046-17
Total Lipopolysaccharide from the Human Gut Microbiome Silences Toll-Like Receptor Signaling
Cited by: 179
Author(s): Eva d’Hennezel, Sahar Abubucker, Leon O. Murphy, Thomas W. Cullen
Software Mentions: 3
Published: almost 8 years ago
10.3390/v13071240
PhaLP: A Database for the Study of Phage Lytic Proteins and Their Evolution
Cited by: 15
Author(s): Bjorn Criel, Steff Taelman, Wim Van Criekinge, Michiel Stock, Yves Briers
Software Mentions: 3
Published: over 4 years ago
10.1128/mSystems.00101-16
From Genomes to Phenotypes: Traitar, the Microbial Trait Analyzer
Cited by: 90
Author(s): Aaron Weimann, Kyra Mooren, Jeremy A. Frank, Phillip B. Pope, Andreas Bremges, Alice C. McHardy
Software Mentions: 3
Published: almost 9 years ago
10.3389/fmicb.2020.564579
Differential Gut Microbiota and Fecal Metabolites Related With the Clinical Subtypes of Myasthenia Gravis
Cited by: 17
Author(s): Xunmin Tan, Yu Huang, Tingjia Chai, Xiaoli Zhao, Yifan Li, Jing Wu, Hanping Zhang, Jiajia Duan, Weiwei Liang, Bangmin Yin, Ke Cheng, Gang Yu, Peng Zheng, Peng Xie
Software Mentions: 3
Published: about 5 years ago
10.1128/mSystems.00188-16
Community-Level Differences in the Microbiome of Healthy Wild Mallards and Those Infected by Influenza A Viruses
Cited by: 35
Author(s): Holly H. Ganz, Ladan Doroud, Alana Firl, Sarah M. Hird, Jonathan A. Eisen, Walter M. Boyce
Software Mentions: 3
Published: over 8 years ago
10.1038/s41398-020-00951-x
Clustering by phenotype and genome-wide association study in autism
Cited by: 25
Author(s): Akira Narita, Masato Nagai, Satoshi Mizuno, Soichi Ogishima, Gen Tamiya, Masao Ueki, Rieko Sakurai, Satoshi Makino, Taku Obara, Mami Ishikuro, Chizuru Yamanaka, Hiroko Matsubara, Yasutaka Kuniyoshi, Keiko Murakami, Fumihiko Ueno, Aoi Noda, Tomoko Kobayashi, Mika Kobayashi, Takuma Usuzaki, Hisashi Ohseto, Atsushi Hozawa, Masahiro Kikuya, Hirohito Metoki, Shigeo Kure, Shinichi Kuriyama
Software Mentions: 3
Published: about 5 years ago
10.14202/vetworld.2021.829-834
Support vector regression algorithm modeling to predict the parturition date of small - to medium-sized dogs using maternal weight and fetal biparietal diameter
Cited by: 2
Author(s): Thanida Sananmuang, Kanchanarat Mankong, Suppawiwat Ponglowhapan, Kaj Chokeshaiusaha
Software Mentions: 3
Published: over 4 years ago
10.1186/s12859-021-04405-z
Identification, visualization, statistical analysis and mathematical modeling of high-feedback loops in gene regulatory networks
Cited by: 9
Author(s): Benjamin Nordick, Tian Hong
Software Mentions: 3
Published: about 4 years ago
10.1128/mSphere.00482-19
Genomic Variation among Strains of <i>Crithidia bombi</i> and <i>C. expoeki</i>
Cited by: 7
Author(s): Evgeny S. Gerasimov, Niklaus Zemp, Regula Schmid‐Hempel, Paul Schmid‐Hempel, Vyacheslav Yurchenko
Software Mentions: 3
Published: about 6 years ago
10.1016/j.omtn.2020.06.004
Prediction of m5C Modifications in RNA Sequences by Combining Multiple Sequence Features
Cited by: 31
Author(s): Lijun Dou, Xiaoling Li, Hui Ding, Lei Xu, Hong‐Bing Xiang
Software Mentions: 3
Published: about 5 years ago
10.1016/j.omtn.2019.08.011
SDM6A: A Web-Based Integrative Machine-Learning Framework for Predicting 6mA Sites in the Rice Genome
Cited by: 126
Author(s): Shaherin Basith, Balachandran Manavalan, Tae Hwan Shin, Gwang Lee
Software Mentions: 3
Published: almost 6 years ago
10.1038/s41398-019-0595-2
Depression and suicide risk prediction models using blood-derived multi-omics data
Cited by: 32
Author(s): Youngjune Bhak, Hyoung oh Jeong, Yun Sung Cho, Sungwon Jeon, Juok Cho, Jeong An Gim, Yeonsu Jeon, Asta Blažytė, Seung Gu Park, Hak Min Kim, Eun Seok Shin, Jong Woo Paik, Hae Woo Lee, Wooyoung Kang, Aram Kim, Yumi Kim, Byung Chul Kim, Byung Joo Ham, Jong Bhak, Semin Lee
Software Mentions: 3
Published: about 6 years ago
10.3390/molecules24142610
Local Interaction Density (LID), a Fast and Efficient Tool to Prioritize Docking Poses
Cited by: 4
Author(s): Célien Jacquemard, Viet-Khoa Tran-Nguyen, Malgorzata N. Drwal, Didier Rognan, Esther Kellenberger
Software Mentions: 3
Published: over 6 years ago
10.1007/s12064-020-00330-6
Are spliced ncRNA host genes distinct classes of lncRNAs?
Cited by: 1
Author(s): Riturparno Sen, Jörg Fallmann, Maria Emília M. T. Walter, Peter F. Stadler
Software Mentions: 3
Published: almost 5 years ago
10.7150/thno.37429
Association of MRI-derived radiomic biomarker with disease-free survival in patients with early-stage cervical cancer
Cited by: 50
Author(s): Fang Jin, Bin Zhang, Shuo Wang, Yan Jin, Fei Wang, Yingying Ding, Justin Chen, Liting Chen, Yueyue Li, Minmin Li, Zhuozhi Chen, Lizhi Liu, Zhenyu Liu, Jie Tian, Shuixing Zhang
Software Mentions: 3
Published: almost 6 years ago
10.3389/fimmu.2021.715072
Artificial Intelligence Predicts Severity of COVID-19 Based on Correlation of Exaggerated Monocyte Activation, Excessive Organ Damage and Hyperinflammatory Syndrome: A Prospective Clinical Study
Cited by: 11
Author(s): Olga Krysko, Elena Kondakova, O. S. Vershinina, Elena A. Galova, А С Благонравова, Е. Н. Горшкова, Claus Bachert, Mikhail Ivanchenko, Dmitri V. Krysko, Maria V. Vedunova
Software Mentions: 3
Published: about 4 years ago
10.3389/fncir.2020.00042
Automated Curation of CNMF-E-Extracted ROI Spatial Footprints and Calcium Traces Using Open-Source AutoML Tools
Cited by: 9
Author(s): Lina M. Tran, Andrew J. Mocle, Adam I. Ramsaran, Alexander D. Jacob, Paul W. Frankland, Sheena A. Josselyn
Software Mentions: 3
Published: over 5 years ago
10.1186/s12911-021-01565-z
Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing
Cited by: 9
Author(s): Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan
Software Mentions: 3
Published: over 4 years ago
10.3389/fnhum.2021.621493
MindLink-Eumpy: An Open-Source Python Toolbox for Multimodal Emotion Recognition
Cited by: 13
Author(s): Ruixin Li, Yan Liang, Xiaojian Liu, Bingbing Wang, Wenxin Huang, Zhanchuan Cai, Yaoguang Ye, Lina Qiu, Jiahui Pan
Software Mentions: 3
Published: over 4 years ago
10.1128/mSystems.00022-16
Geography and Location Are the Primary Drivers of Office Microbiome Composition
Cited by: 104
Author(s): John Chase, Jennifer Fouquier, Mahnaz Zare, Derek L. Sonderegger, Rob Knight, Scott T. Kelley, Jeffrey A. Siegel, J. Gregory Caporaso
Software Mentions: 3
Published: over 9 years ago
10.3390/molecules23061242
Substructural Connectivity Fingerprint and Extreme Entropy Machines—A New Method of Compound Representation and Analysis
Cited by: 6
Author(s): Krzysztof Rataj, Wojciech Marian Czarnecki, Sabina Podlewska, Agnieszka Pocha, Andrzej J. Bojarski
Software Mentions: 3
Published: over 7 years ago
10.3390/s21134519
Machine Learning Methods for Fear Classification Based on Physiological Features
Cited by: 8
Author(s): Livia Petrescu, Cătălin Petrescu, Ana Maria Oprea, Oana Mitruț, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu
Software Mentions: 3
Published: over 4 years ago
10.3390/s21134302
The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring
Cited by: 57
Author(s): Marco Altini, Hannu Kinnunen
Software Mentions: 3
Published: over 4 years ago
10.3390/s21144713
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers
Cited by: 5
Author(s): Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Software Mentions: 3
Published: over 4 years ago
10.3389/fgene.2021.641100
Unearthing of Key Genes Driving the Pathogenesis of Alzheimer’s Disease via Bioinformatics
Cited by: 5
Author(s): Xingxing Zhao, Hongmei Yao, Xinyi Li
Software Mentions: 3
Published: over 4 years ago
10.3390/s21155218
LPWAN and Embedded Machine Learning as Enablers for the Next Generation of Wearable Devices
Cited by: 14
Author(s): Ramón Sánchez-Iborra
Software Mentions: 3
Published: over 4 years ago
10.3389/fgene.2021.703210
Identification and Validation of a PPP1R12A-Related Five-Gene Signature Associated With Metabolism to Predict the Prognosis of Patients With Prostate Cancer
Cited by: 3
Author(s): Zhihao Zou, Ren Liu, Yingke Liang, Rui Zhou, Qi-Shan Dai, Zhengxue Han, Minyao Jiang, Yangjia Zhuo, Yixun Zhang, Yuanfa Feng, Xinwen Zhu, Shanghua Cai, Jundong Lin, Zhenfeng Tang, Weide Zhong, Yu‐Xiang Liang
Software Mentions: 3
Published: about 4 years ago
10.3389/fgene.2020.598318
Applications of Support Vector Machine in Genomic Prediction in Pig and Maize Populations
Cited by: 17
Author(s): Wei Zhao, Xueshuang Lai, Dengying Liu, Zhenyang Zhang, Peipei Ma, Qishan Wang, Zhe Zhang, Yuchun Pan
Software Mentions: 3
Published: almost 5 years ago
10.3390/s21093256
Autonomous Fingerprinting and Large Experimental Data Set for Visible Light Positioning
Cited by: 6
Author(s): Tyrel Glass, Fakhrul Alam, Mathew Legg, Frazer Noble
Software Mentions: 3
Published: over 4 years ago
10.3390/molecules26061734
QSAR Models for Active Substances against Pseudomonas aeruginosa Using Disk-Diffusion Test Data
Cited by: 5
Author(s): Cosmin Alexandru Bugeac, Robert Ancuceanu, Mihaela Dinu
Software Mentions: 3
Published: over 4 years ago
10.3390/s21082873
HRV Features as Viable Physiological Markers for Stress Detection Using Wearable Devices
Cited by: 52
Author(s): Kayisan M. Dalmeida, G. L. Masala
Software Mentions: 3
Published: over 4 years ago
10.3390/s21113867
Climate-Aware and IoT-Enabled Selection of the Most Suitable Stone Fruit Tree Variety
Cited by: 6
Author(s): Juan Antonio López-Morales, Juan Antonio Martı́nez, Manuel Caro, Manuel Erena, Antonio F. Skarmeta
Software Mentions: 3
Published: over 4 years ago
10.1074/mcp.O115.055467
Global Membrane Protein Interactome Analysis using In vivo Crosslinking and Mass Spectrometry-based Protein Correlation Profiling
Cited by: 61
Author(s): Mark Larance, Kathryn J. Kirkwood, Michele Tinti, Alejandro Brenes Murillo, Michael A. J. Ferguson, Angus I. Lamond
Software Mentions: 3
Published: over 9 years ago
10.3390/s20226535
Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data
Cited by: 21
Author(s): Maciej Dzieżyc, Martin Gjoreski, Przemysław Kazienko, Stanisław Saganowski, Matjaž Gams
Software Mentions: 3
Published: almost 5 years ago
10.3390/s21020405
DOLARS, a Distributed On-Line Activity Recognition System by Means of Heterogeneous Sensors in Real-Life Deployments—A Case Study in the Smart Lab of The University of Almería
Cited by: 10
Author(s): Marcos Lupión, Javier Medina-Quero, Juan F. Sanjuan, Pilar M. Ortigosa
Software Mentions: 3
Published: almost 5 years ago
10.1016/j.mcpro.2021.100096
Proteomic Portraits Reveal Evolutionarily Conserved and Divergent Responses to Spinal Cord Injury
Cited by: 14
Author(s): Michael A. Skinnider, Jason C. Rogalski, Seth Tigchelaar, Neda Manouchehri, Anna Prudova, Angela Jackson, Karina Nielsen, Jaihyun Jeong, Shalini Chaudhary, Katelyn Shortt, Ylonna Gallagher-Kurtzke, Kitty So, Allan Fong, Rishab Gupta, Elena B. Okon, Michael A. Rizzuto, Kevin Dong, Femke Streijger, Lise Bélanger, Leanna Ritchie, Angela Tsang, Sean Christie, Jean-Marc Mac-Thiong, Chris Bailey, Tamir Ailon, Raphaële Charest-Morin, Nicolas Dea, Jefferson R. Wilson, Sanjay S. Dhall, Scott Paquette, John Street, Charles G. Fisher, Marcel F. Dvorak, Casey P. Shannon, Christoph H. Borchers, Robert Balshaw, Leonard J. Foster, Brian K. Kwon
Software Mentions: 3
Published: almost 5 years ago
10.18632/aging.203071
Development and validation of a nomogram for predicting stroke risk in rheumatoid arthritis patients
Cited by: 2
Author(s): Fangran Xin, Ling Fu, Bowen Yang, Haina Liu, Tingting Wei, Cunlu Zou, Bingqing Bai
Software Mentions: 3
Published: over 4 years ago
10.1093/molbev/msab195
Molecular Evolutionary Dynamics of Energy Limited Microorganisms
Cited by: 3
Author(s): William R. Shoemaker, Evgeniya Polezhaeva, Kenzie B. Givens, Jay T. Lennon
Software Mentions: 3
Published: over 4 years ago