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
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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
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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
Repositories related to the scikit-learn Python machine learning library. Academic
README Analysis:
Science Score: 100/100
Starting Score: 100 points
Bonuses:
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+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
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PyPI ecosystem
General-purpose ecosystem
Very Likely Science (100)
Papers Mentioning scikit-learn 2,431
10.1186/s13007-020-00591-8
The BELT and phenoSEED platforms: shape and colour phenotyping of seed samplesCited by: 18
Author(s): Keith Halcro, Kaitlin McNabb, Ashley Lockinger, Didier Socquet-Juglard, Kirstin E. Bett, Scott D. Noble
Software Mentions: 6
Published: over 5 years ago
10.3390/s20205947
A Pattern-Recognition-Based Ensemble Data Imputation Framework for Sensors from Building Energy SystemsCited by: 7
Author(s): Liang Zhang
Software Mentions: 6
Published: about 5 years ago
10.1128/mSystems.00269-18
Calour: an Interactive, Microbe-Centric Analysis ToolCited by: 24
Author(s): Zhenjiang Zech Xu, Amir Almasi‐Hashiani, Jon G. Sanders, Quanyin Zhu, James T. Morton, Molly C. Bletz, Anupriya Tripathi, Shi Huang, Daniel McDonald, Lingjing Jiang, Rob Knight
Software Mentions: 6
Published: over 6 years ago
10.3390/v12080891
Viral Metagenomic Profiling of Croatian Bat Population Reveals Sample and Habitat Dependent DiversityCited by: 17
Author(s): Ivana Šimić, Tomaž Mark Zorec, Ivana Lojkić, Nina Krešić, Mario Poljak, Florence Cliquet, Evelyne Picard-Meyer, Marine Wasniewski, Vida Zrnčić, Anđela Čukušić, Tomislav Bedeković
Software Mentions: 6
Published: about 5 years ago
10.1038/s41598-021-82404-z
The evolution of humanitarian mapping within the OpenStreetMap communityCited by: 53
Author(s): Benjamin Herfort, Sven Lautenbach, João Porto de Albuquerque, Jennings Anderson, Alexander Zipf
Software Mentions: 6
Published: over 4 years ago
10.1038/s41598-021-85848-5
Abnormal upregulation of cardiovascular disease biomarker PLA2G7 induced by proinflammatory macrophages in COVID-19 patientsCited by: 18
Author(s): Yang Li, Yongzhong Jiang, Yi Zhang, Naizhe Li, Qiangling Yin, Linlin Liu, Xin Lv, Yan Liu, Aqian Li, Bin Fang, Jiajia Li, Hengping Ye, Gang Ye, Xiaoxian Cui, Yang Liu, Yuanyuan Qu, Chuan Li, Jiandong Li, Dexin Li, Zhongtao Gai, Shiwen Wang, Faxian Zhan, Mifang Liang
Software Mentions: 6
Published: over 4 years ago
10.1016/j.cell.2016.09.027
Molecular Diversity of Midbrain Development in Mouse, Human, and Stem CellsCited by: 620
Author(s): Gioele La Manno, Daniel Gyllborg, Simone Codeluppi, Kaneyasu Nishimura, Carmen Saltó, Amit Zeisel, Lars E. Borm, Simon Stott, Enrique M. Toledo, J. Carlos Villaescusa, Peter Lönnerberg, Jesper Ryge, Roger A. Barker, Ernest Arenas, Sten Linnarsson
Software Mentions: 6
Published: about 9 years ago
10.1186/s13321-021-00552-w
DTi2Vec: Drug–target interaction prediction using network embedding and ensemble learningCited by: 20
Author(s): Maha A. Thafar, Rawan S. Olayan, Somayah Albaradei, Vladimir B. Bajic, Takashi Gojobori, Magbubah Essack, Xin Gao
Software Mentions: 6
Published: about 4 years ago
10.1186/s13321-021-00536-w
Learning protein-ligand binding affinity with atomic environment vectorsCited by: 21
Author(s): Rocco Meli, Andrew Anighoro, Michael J. Bodkin, Garrett M. Morris, Philip C. Biggin
Software Mentions: 6
Published: about 4 years ago
10.1371/journal.pone.0245157
A comparison of machine learning models versus clinical evaluation for mortality prediction in patients with sepsisCited by: 38
Author(s): William P T M van Doorn, Patricia M. Stassen, Hella F. Borggreve, Maaike J. Schalkwijk, Judith Stoffers, Otto Bekers, Steven J.R. Meex
Software Mentions: 6
Published: almost 5 years ago
10.1371/journal.pone.0244175
Rapid detection of fast innovation under the pressure of COVID-19Cited by: 11
Author(s): Nicola Melluso, Andrea Bonaccorsi, Filippo Chiarello, Gualtiero Fantoni
Software Mentions: 6
Published: almost 5 years ago
10.1038/s42003-021-02595-z
Single-cell profiling defines the prognostic benefit of CD39high tissue resident memory CD8+ T cells in luminal-like breast cancerCited by: 9
Author(s): Agnese Losurdo, Caterina Scirgolea, Giorgia Alvisi, Jolanda Brummelman, Valentina Errico, Luca Di Tommaso, Karolina Pilipow, Federico Colombo, Bethania Fernandes, Clelia Peano, Alberto Testori, Corrado Tinterri, Massimo Roncalli, Armando Santoro, Emilia Maria Cristina Mazza, Enrico Lugli
Software Mentions: 6
Published: about 4 years ago
10.1007/s10710-018-9328-1
Visualising the global structure of search landscapes: genetic improvement as a case studyCited by: 12
Author(s): Nadarajen Veerapen, Gabriela Ochoa
Software Mentions: 6
Published: about 7 years ago
10.1371/journal.pone.0207967
Lateral ventricle volume trajectories predict response inhibition in older age—A longitudinal brain imaging and machine learning approachCited by: 11
Author(s): Astri J. Lundervold, Alexandra Vik
Software Mentions: 6
Published: over 6 years ago
10.1038/s41598-018-29511-6
Metabolomic analysis of mouse prefrontal cortex reveals upregulated analytes during wakefulness compared to sleepCited by: 30
Author(s): Allen K. Bourdon, Giovanna Maria Spano, William Marshall, Michele Bellesi, Giulio Tononi, Pier Andrea Serra, Helen A. Baghdoyan, Ralph Lydic, Shawn R. Campagna, Chiara Cirelli
Software Mentions: 6
Published: over 7 years ago
10.1371/journal.pone.0203725
An open-source software analysis package for Microspheres with Ratiometric Barcode Lanthanide Encoding (MRBLEs)Cited by: 15
Author(s): Björn Harink, Huy Nguyen, Kurt S. Thorn, Polly M. Fordyce
Software Mentions: 6
Published: over 6 years ago
10.7554/eLife.51085
CytoCensus, mapping cell identity and division in tissues and organs using machine learningCited by: 12
Author(s): Martin Hailstone, Dominic Waithe, Tamsin J Samuels, Yang Lu, Ita Costello, Yoav Arava, Elizabeth J. Robertson, Richard M. Parton, Ilan Davis
Software Mentions: 6
Published: over 5 years ago
10.3389/fgene.2020.00238
Detection and Comparative Analysis of Methylomic Biomarkers of Rheumatoid ArthritisCited by: 4
Author(s): Xin Feng, Xubing Hao, Ruoyao Shi, Zhiqiang Xia, Lan Huang, Qiong Yu, Fengfeng Zhou
Software Mentions: 6
Published: over 5 years ago
10.3390/nu13092983
Supplementation of 1-Kestose Modulates the Gut Microbiota Composition to Ameliorate Glucose Metabolism in Obesity-Prone HostsCited by: 10
Author(s): Ayako Watanabe, Takumi Tochio, Yasuhiro Kadota, Motoki Takahashi, Yasuyuki Kitaura, H. Ishikawa, Takanori Yasutake, Masahiro Nakano, Hiroe Shinohara, Toru Kudo, Yuichiro Nishimoto, Yoshinori Mizuguchi, Akihito Endo, Yoshiharu Shimomura
Software Mentions: 6
Published: about 4 years ago
10.3389/fendo.2021.626359
Metformin Strongly Affects Gut Microbiome Composition in High-Fat Diet-Induced Type 2 Diabetes Mouse Model of Both SexesCited by: 25
Author(s): Laila Silamiķele, Ivars Silamiķelis, Monta Ustinova, Zane Kalniņa, Ilze Elbere, Ramona Petrovska, Ineta Kalniņa, Jānis Kloviņš
Software Mentions: 6
Published: over 4 years ago
10.1093/gigascience/giab058
Scalable analysis of multi-modal biomedical dataCited by: 3
Author(s): Jaclyn Smith, Yao Shi, Michael Benedikt, Miloš Nikolić
Software Mentions: 6
Published: about 4 years ago
10.3390/ijerph18094543
A Study of the Effects of the COVID-19 Pandemic on the Experience of Back Pain Reported on Twitter® in the United States: A Natural Language Processing ApproachCited by: 13
Author(s): Krzysztof Fiok, Waldemar Karwowski, Edgar Gutiérrez, Maham Saeidi, Awad M. Aljuaid, Mohammad Reza Davahli, Redha Taı̈ar, Tadeusz Marek, Ben D. Sawyer
Software Mentions: 6
Published: over 4 years ago
10.3389/fimmu.2018.02342
Supplemented Alkaline Phosphatase Supports the Immune Response in Patients Undergoing Cardiac Surgery: Clinical and Computational EvidenceCited by: 18
Author(s): Alva Presbitero, Emiliano Mancini, Ruud Brands, Valeria V. Krzhizhanovskaya, Peter M. A. Sloot
Software Mentions: 6
Published: about 7 years ago
10.1186/s13059-019-1871-4
tmap: an integrative framework based on topological data analysis for population-scale microbiome stratification and association studiesCited by: 17
Author(s): Tianhua Liao, Yuchen Wei, Mingjing Luo, Guoping Zhao, Haokui Zhou
Software Mentions: 6
Published: almost 6 years ago
10.1126/scitranslmed.abi9915
Antibodies elicited by mRNA-1273 vaccination bind more broadly to the receptor binding domain than do those from SARS-CoV-2 infectionCited by: 176
Author(s): Allison J Greaney, Andrea N Loes, Lauren E. Gentles, Katharine H.D. Crawford, Tyler N Starr, Keara D. Malone, Helen Y. Chu, Jesse D. Bloom
Software Mentions: 6
Published: over 4 years ago
10.21203/rs.3.rs-726620/v1
Gut microbiome dysbiosis during COVID-19 is associated with increased risk for bacteremia and microbial translocation.Cited by: 27
Author(s): Mericien Venzon, Lucie Bernard-Raichon, Jonathan Klein, Jordan Axelrad, Grant A. Hussey, Alexis Sullivan, Arnau Casanovas‐Massana, María G. Noval, Ana M. Valero-Jimenez, Juan Gago, Evan Wilder, Yale Impact Team, Akiko Iwasaki, Lorna E. Thorpe, Dan R. Littman, Meike Dittmann, Kenneth A. Stapleford, Bo Shopsin, Victor J. Torres, Albert Icksang Ko, Ken Cadwell, Jonas Schluter
Software Mentions: 6
Published: over 4 years ago
10.1371/journal.pone.0236878
Modeling cannabinoids from a large-scale sample of Cannabis sativa chemotypesCited by: 12
Author(s): Daniela Vergara, Reggie Gaudino, Thomas Blank, Brian Keegan
Software Mentions: 6
Published: about 5 years ago
10.3389/fpsyg.2019.02678
Multiple Negative Emotions During Learning With Digital Learning Environments – Evidence on Their Detrimental Effect on Learning From Two Methodological ApproachesCited by: 17
Author(s): Franz Wortha, Roger Azevedo, Michelle Taub, Susanne Narciss
Software Mentions: 6
Published: almost 6 years ago
10.1186/s13059-021-02435-7
DeTOKI identifies and characterizes the dynamics of chromatin TAD-like domains in a single cellCited by: 15
Author(s): Xiao Li, Guangjie Zeng, Angsheng Li, Zhihua Zhang
Software Mentions: 6
Published: over 4 years ago
10.1038/s41598-019-38979-9
Integrative modeling reveals key chromatin and sequence signatures predicting super-enhancersCited by: 10
Author(s): Aziz Khan, Xuegong Zhang
Software Mentions: 6
Published: over 6 years ago
10.1038/s41598-017-15695-w
Objective quantification of nanoscale protein distributionsCited by: 15
Author(s): Miklos Szoboszlay, Tekla Kirizs, Zoltán Nusser
Software Mentions: 6
Published: almost 8 years ago
10.2196/26540
Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory StudyCited by: 40
Author(s): Kennedy Opoku Asare, Yannik Terhorst, Julio Vega, Ella Peltonen, Eemil Lagerspetz, Denzil Ferreira
Software Mentions: 6
Published: over 4 years ago
10.1136/gutjnl-2020-323877
Blue poo: impact of gut transit time on the gut microbiome using a novel markerCited by: 61
Author(s): Francesco Asnicar, Emily R Leeming, Eirini Dimidi, Mohsen Mazidi, Paul W. Franks, Haya Al Khatib, Ana M. Valdes, Richard Davies, Elco Bakker, Lucy Francis, Andrew T. Chan, Rachel Gibson, George Hadjigeorgiou, Jonathan Wolf, Timothy D. Spector, Nicola Segata, Sarah Berry
Software Mentions: 6
Published: over 4 years ago
10.1186/s13059-020-02128-7
Tuning parameters of dimensionality reduction methods for single-cell RNA-seq analysisCited by: 15
Author(s): Félix Raimundo, Céline Vallot, Jean-Philippe Vert
Software Mentions: 6
Published: about 5 years ago
10.1186/s13059-019-1837-6
DeepImpute: an accurate, fast, and scalable deep neural network method to impute single-cell RNA-seq dataCited by: 162
Author(s): Cédric Arisdakessian, Olivier Poirion, Breck Yunits, Xun Zhu, Lana X. Garmire
Software Mentions: 6
Published: about 6 years ago
10.3389/fdata.2021.725095
NPARS—A Novel Approach to Address Accuracy and Reproducibility in Genomic Data ScienceCited by: 2
Author(s): Li Ma, Erich A. Peterson, Ik Jae Shin, Jason Muesse, Katy Marino, Matthew A. Steliga, Donald J. Johann
Software Mentions: 6
Published: about 4 years ago
10.3390/genes12071067
Total Genotype Score Modelling of Polygenic Endurance-Power Profiles in Lithuanian Elite AthletesCited by: 6
Author(s): Erinija Pranckevičienė, Valentina Ginevičienė, Audronė Jakaitienė, Laimonas Januska, Algirdas Utkus
Software Mentions: 6
Published: over 4 years ago
10.1534/g3.114.016196
A Multipurpose, High-Throughput Single-Nucleotide Polymorphism Chip for the Dengue and Yellow Fever Mosquito, <i>Aedes aegypti</i>Cited by: 53
Author(s): Benjamin R. Evans, Andrea Gloria‐Soria, Lin Hou, Carolyn S. McBride, Mariangela Bonizzoni, Hongyu Zhao, Jeffrey R. Powell
Software Mentions: 6
Published: over 10 years ago
10.3389/fmicb.2021.617949
Compositional Data Analysis of Periodontal Disease Microbial CommunitiesCited by: 9
Author(s): Laura Sisk-Hackworth, Adrian Ortiz-Velez, Micheal Reed, Scott T. Kelley
Software Mentions: 6
Published: over 4 years ago
10.3389/fgene.2021.667358
Improving Genomic Prediction Using High-Dimensional Secondary PhenotypesCited by: 3
Author(s): Bader Arouisse, Tom P.J.M. Theeuwen, F.A. van Eeuwijk, Willem Kruijer
Software Mentions: 6
Published: over 4 years ago
10.3389/fimmu.2018.00056
The Immune and Non-Immune Pathways That Drive Chronic Gastrointestinal Helminth Burdens in the WildCited by: 20
Author(s): Simon A. Babayan, Wei Liu, Graham Hamilton, Elizabeth Kilbride, Evelyn C. Rynkiewicz, Melanie Clerc, Amy B. Pedersen
Software Mentions: 6
Published: over 7 years ago
10.3389/fnhum.2019.00348
EEG-Based Classification of Internally- and Externally-Directed Attention in an Augmented Reality ParadigmCited by: 34
Author(s): Lisa-Marie Vortmann, Felix Kroll, Felix Putze
Software Mentions: 6
Published: about 6 years ago
10.2196/25000
Mortality Prediction of Patients With Cardiovascular Disease Using Medical Claims Data Under Artificial Intelligence Architectures: Validation StudyCited by: 2
Author(s): Linh Tran, Lianhua Chi, Alessio Bonti, Mohamed Abdelrazek, Yi‐Ping Phoebe Chen
Software Mentions: 6
Published: over 4 years ago
10.1371/journal.pone.0236827
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processingCited by: 12
Author(s): Mohit Pandey, Zhuoran Xu, Evan Sholle, Gabriel Maliakal, Gurpreet Singh, Zahra Fatima, Daria Larine, Benjamin C. Lee, Jing Wang, Alexander R. van Rosendael, Leslee J. Shaw, James K. Min, Subhi J. Al’Aref
Software Mentions: 5
Published: over 5 years ago
10.3389/fimmu.2019.01716
Enhanced Immunomodulation in Inflammatory Environments Favors Human Cardiac Mesenchymal Stromal-Like Cells for Allogeneic Cell TherapiesCited by: 3
Author(s): Falk Diedrichs, Meaghan Stolk, Karsten Jürchott, Marion Haag, Michael Sittinger, Martina Seifert
Software Mentions: 5
Published: over 6 years ago
10.1038/s41597-021-00936-5
Database of ab initio L-edge X-ray absorption near edge structureCited by: 14
Author(s): Yiming Chen, Chi Chen, Zheng Chen, Shyam Dwaraknath, Matthew K. Horton, Jordi Cabana, J. J. Rehr, John Vinson, Alan Dozier, J. J. Kas, Kristin A. Persson, Shyue Ping Ong
Software Mentions: 5
Published: over 4 years ago
10.3390/s19030521
A Comparison of Machine Learning and Deep Learning Techniques for Activity Recognition using Mobile DevicesCited by: 37
Author(s): Alejandro Baldominos, Alejandro Cervantes, Yago Sáez, Pedro Isasi
Software Mentions: 5
Published: almost 7 years ago
10.1371/journal.pone.0201263
The mRNA cap methyltransferase gene TbCMT1 is not essential in vitro but is a virulence factor in vivo for bloodstream form Trypanosoma bruceiCited by: 2
Author(s): Anna Kelner, Michele Tinti, Maria Lucia S. Güther, Bernardo J. Foth, Lia Chappell, Matthew Berriman, Victoria H. Cowling, Michael A. J. Ferguson
Software Mentions: 5
Published: over 7 years ago
10.1371/journal.pone.0246396
High SARS-CoV-2 load in the nasopharynx of patients with a mild form of COVID-19 is associated with clinical deterioration regardless of the hydroxychloroquine administrationCited by: 4
Author(s): Alexey A. Komissarov, Ivan Molodtsov, O. Ivanova, Elena Maryukhnich, Svetlana S. Kudryavtseva, А. И. Мазус, E. L. Nikonov, Elena Vasilieva
Software Mentions: 5
Published: almost 5 years ago
10.3390/nu13093289
Analyzing Type 2 Diabetes Associations with the Gut Microbiome in Individuals from Two Ethnic Backgrounds Living in the Same Geographic AreaCited by: 13
Author(s): Manon Balvers, Mélanie Deschasaux, Bert‐Jan H. van den Born, Koos Zwinderman, Max Nieuwdorp, Evgeni Levin
Software Mentions: 5
Published: about 4 years ago
10.1038/s41598-019-38791-5
Automated behavioural analysis reveals the basic behavioural repertoire of the urochordate Ciona intestinalisCited by: 25
Author(s): Jerneja Rudolf, Daniel Dondorp, Louise Canon, Sonia Tieo, Marios Chatzigeorgiou
Software Mentions: 5
Published: over 6 years ago
10.1038/s41598-018-35682-z
MSIpred: a python package for tumor microsatellite instability classification from tumor mutation annotation data using a support vector machineCited by: 39
Author(s): Chen Wang, Chun Liang
Software Mentions: 5
Published: almost 7 years ago
10.3389/fgene.2019.01387
Analysis of Single-Cell Gene Pair Coexpression Landscapes by Stochastic Kinetic Modeling Reveals Gene-Pair Interactions in DevelopmentCited by: 7
Author(s): Cameron P. Gallivan, Honglei Ren, Elizabeth L. Read
Software Mentions: 5
Published: almost 6 years ago
10.3389/fpsyt.2016.00130
Development and Clinical Evaluation of an mHealth Application for Stress ManagementCited by: 26
Author(s): Brent Winslow, George L. Chadderdon, Sara Dechmerowski, David Jones, Solomon Kalkstein, Jennifer L. Greene, Philip Gehrman
Software Mentions: 5
Published: over 9 years ago
10.7554/eLife.69068
Reconciling functional differences in populations of neurons recorded with two-photon imaging and electrophysiologyCited by: 26
Author(s): Joshua H. Siegle, Peter Ledochowitsch, Xiaoxuan Jia, Daniel Millman, Gabriel Koch Ocker, Shiella Caldejon, Linzy Casal, Andy Cho, Daniel J. Denman, Séverine Durand, Peter A. Groblewski, Gregg Heller, India Kato, Sara Kivikas, Jérôme Lecoq, Chelsea Nayan, Kiet Ngo, Philip R. Nicovich, Kat North, Tamina K Ramirez, Jackie Swapp, Xana Waughman, Ali Williford, Shawn R. Olsen, Christof Koch, Michael A. Buice, Saskia E. J. de Vries
Software Mentions: 5
Published: over 4 years ago
10.1038/sdata.2015.55
A multi-source dataset of urban life in the city of Milan and the Province of TrentinoCited by: 203
Author(s): Gianni Barlacchi, Marco De Nadai, R. Larcher, Antonio Casella, Cristiana Chitic, Giovanni Luca Torrisi, Fabrizio Antonelli, Alessandro Vespignani, Alex Pentland, Bruno Lepri
Software Mentions: 5
Published: about 10 years ago
10.1093/gigascience/gix111
ProphTools: general prioritization tools for heterogeneous biological networksCited by: 10
Author(s): Carmen Navarro, Víctor R. Martínez, Armando Blanco, Carlos Cano
Software Mentions: 5
Published: almost 8 years ago
10.3390/ijerph18189912
Assessing Patient-Perceived Hospital Service Quality and Sentiment in Malaysian Public Hospitals Using Machine Learning and Facebook ReviewsCited by: 12
Author(s): Afiq Izzudin A. Rahim, Mohd Ismail Ibrahim, Kamarul Imran Musa, Sook-Ling Chua, Najib Majdi Yaacob
Software Mentions: 5
Published: about 4 years ago
10.3389/fcell.2020.601145
Spontaneous Membrane Nanodomain Formation in the Absence or Presence of the Neurotransmitter SerotoninCited by: 11
Author(s): Anna Bochicchio, Astrid F. Brandner, Oskar Engberg, Daniel Huster, Rainer A. Böckmann
Software Mentions: 5
Published: almost 5 years ago
10.3389/frma.2021.644614
PubMed-Scale Chemical Concept Embeddings Reconstruct Physical Protein Interaction NetworksCited by: 0
Author(s): Blaž Škrlj, Enja Kokalj, Nada Lavrač
Software Mentions: 5
Published: over 4 years ago
10.1186/s13059-020-01977-6
Avocado: a multi-scale deep tensor factorization method learns a latent representation of the human epigenomeCited by: 67
Author(s): Jacob Schreiber, Timothy Durham, Jeffrey A. Bilmes, William Stafford Noble
Software Mentions: 5
Published: over 5 years ago
10.1186/s13059-021-02296-0
2passtools: two-pass alignment using machine-learning-filtered splice junctions increases the accuracy of intron detection in long-read RNA sequencingCited by: 12
Author(s): Matthew T Parker, Katarzyna Knop, Geoffrey J. Barton, Gordon G. Simpson
Software Mentions: 5
Published: over 4 years ago
10.1038/s41598-017-17858-1
Machine Learning for Nuclear Mechano-Morphometric Biomarkers in Cancer DiagnosisCited by: 38
Author(s): Adityanarayanan Radhakrishnan, Karthik Damodaran, Ali C. Soylemezoglu, Caroline Uhler, G. V. Shivashankar
Software Mentions: 5
Published: almost 8 years ago
10.1186/s13059-021-02452-6
Sfaira accelerates data and model reuse in single cell genomicsCited by: 16
Author(s): David Fischer, Leander Dony, Martin König, Abdul Moeed, Luke Zappia, Lukas Heumos, Sophie Tritschler, Olle Holmberg, Hananeh Aliee, Fabian J. Theis
Software Mentions: 5
Published: about 4 years ago
10.1186/s13059-021-02294-2
seqQscorer: automated quality control of next-generation sequencing data using machine learningCited by: 9
Author(s): Steffen Albrecht, Maximilian Sprang, Miguel A. Andrade‐Navarro, Jean-Fred Fontaine
Software Mentions: 5
Published: over 4 years ago
10.3389/fbioe.2020.00808
Riboflow: Using Deep Learning to Classify Riboswitches With ∼99% AccuracyCited by: 6
Author(s): Keshav Aditya R Premkumar, Ramit Bharanikumar, Ashok Palaniappan
Software Mentions: 5
Published: over 5 years ago
10.2196/24073
A Natural Language Processing–Based Virtual Patient Simulator and Intelligent Tutoring System for the Clinical Diagnostic Process: Simulator Development and Case StudyCited by: 14
Author(s): Raffaello Furlan, Mauro Gatti, Roberto Menè, Dana Shiffer, Chiara Marchiori, Alessandro Giaj Levra, Vincenzo Saturnino, Enrico Brunetta, Franca Dipaola
Software Mentions: 5
Published: over 4 years ago
10.1038/s41598-018-32377-3
A Convenient Non-harm Cervical Spondylosis Intelligent Identity method based on Machine LearningCited by: 2
Author(s): Nana Wang, Xi Huang, Yi Rao, Jing Xiao, Junqing Lu, Nian Wang, Cui Li
Software Mentions: 5
Published: almost 7 years ago
10.1371/journal.pone.0144820
CloudForest: A Scalable and Efficient Random Forest Implementation for Biological DataCited by: 2
Author(s): Ryan Bressler, Richard Kreisberg, Brady Bernard, John E. Niederhuber, Joseph G. Vockley, Ilya Shmulevich, Theo Knijnenburg
Software Mentions: 5
Published: almost 10 years ago
10.3389/fimmu.2018.02059
A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food ImpactionsCited by: 8
Author(s): Benjamin F. Sallis, Utkucan Acar, Kelsey Hawthorne, Stephen Babcock, Cynthia Kanagaratham, Jeffrey D. Goldsmith, Rachel Rosen, Jon A. Vanderhoof, Samuel Nurko, Edda Fiebiger
Software Mentions: 5
Published: almost 7 years ago
10.1038/s41598-021-95748-3
Comparison of machine and deep learning for the classification of cervical cancer based on cervicography imagesCited 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 4 years ago
10.1186/s13059-019-1858-1
Evaluating nanopore sequencing data processing pipelines for structural variation identificationCited by: 30
Author(s): Anbo Zhou, Timothy Lin, Jinchuan Xing
Software Mentions: 5
Published: almost 6 years ago
10.1186/s13059-021-02313-2
Schema: metric learning enables interpretable synthesis of heterogeneous single-cell modalitiesCited by: 19
Author(s): Rohit Singh, Brian Hie, Ashwin Narayan, Bonnie Berger
Software Mentions: 5
Published: over 4 years ago
10.1186/s13059-017-1196-0
The within-host population dynamics of Mycobacterium tuberculosis vary with treatment efficacyCited by: 88
Author(s): Andrej Trauner, Qingyun Liu, Laura E. Via, Xin Liu, Xianglin Ruan, Lili Liang, Huimin Shi, Ying Chen, Ziling Wang, Ruixia Liang, Wei Zhang, Wei Wang, Jingcai Gao, Gang Sun, Daniela Brites, Kathleen England, Guolong Zhang, Sébastien Gagneux, Clifton E. Barry, Qian Gao
Software Mentions: 5
Published: over 8 years ago
10.1371/journal.pone.0215137
Quanfima: An open source Python package for automated fiber analysis of biomaterialsCited by: 14
Author(s): Roman Shkarin, Andrei Shkarin, Svetlana Shkarina, A. Cecilia, Roman A. Surmenev, Venera Weinhardt, Tilo Baumbach, Ralf Mikut
Software Mentions: 5
Published: over 6 years ago
10.3390/jcdd8040044
Predicting Long-Term Mortality in TAVI Patients Using Machine Learning TechniquesCited by: 12
Author(s): Marco Penso, Mauro Pepi, Laura Fusini, Manuela Muratori, C. Claudia, Valentina Mantegazza, Paola Gripari, Sarah Ali, Franco Fabbiocchi, Antonio L. Bartorelli, Enrico G. Caiani, Gloria Tamborini
Software Mentions: 5
Published: over 4 years ago
10.1371/journal.pone.0204920
Predicting acute kidney injury at hospital re-entry using high-dimensional electronic health record dataCited by: 8
Author(s): Samuel J. Weisenthal, Caroline M. Quill, Samir A. Farooq, Henry Kautz, Martin S. Zand
Software Mentions: 5
Published: almost 7 years ago
10.7717/peerj.8871
Data-driven classification of the certainty of scholarly assertionsCited by: 4
Author(s): Mario Prieto, Helena F. Deus, Anita de Waard, Erik Schultes, Beatriz García-Jiménez, Mark D. Wilkinson
Software Mentions: 5
Published: over 5 years ago
10.1186/s12911-020-1046-y
Monitoring stance towards vaccination in twitter messagesCited by: 20
Author(s): Florian Kunneman, Mattijs Lambooij, Albert Wong, Antal van den Bosch, Liesbeth Mollema
Software Mentions: 5
Published: over 5 years ago
10.3389/fonc.2020.531476
Application of MRI Radiomics-Based Machine Learning Model to Improve Contralateral BI-RADS 4 Lesion AssessmentCited by: 11
Author(s): Hao Wen, Jing Gong, Shengping Wang, Hui Zhu, Bin Zhao, Weijun Peng
Software Mentions: 5
Published: about 5 years ago
10.3389/fnut.2020.577923
A Machine Learning Based Dose Prediction of Lutein Supplements for Individuals With Eye FatigueCited by: 4
Author(s): Juntao Kan, Ao Li, Hong Zou, Liang Chen, Jun Du
Software Mentions: 5
Published: almost 5 years ago
10.1186/s12859-019-2645-4
reactIDR: evaluation of the statistical reproducibility of high-throughput structural analyses towards a robust RNA structure predictionCited by: 5
Author(s): Risa Karakida Kawaguchi, Hisanori Kiryu, Junichi Iwakiri, Jun Sese
Software Mentions: 5
Published: over 6 years ago
10.1371/journal.pntd.0004549
Transforming Clinical Data into Actionable Prognosis Models: Machine-Learning Framework and Field-Deployable App to Predict Outcome of Ebola PatientsCited by: 52
Author(s): Andrés Colubri, Thomas Silver, Terrence Fradet, Kalliroi Retzepi, Benjamin N. Fry, Pardis C. Sabeti
Software Mentions: 5
Published: over 9 years ago
10.1371/journal.pcbi.1005541
High-order epistasis shapes evolutionary trajectoriesCited by: 88
Author(s): Zachary Sailer, Michael J. Harms
Software Mentions: 5
Published: over 8 years ago
10.1186/s12859-020-03661-9
METROID: an automated method for robust quantification of subcellular fluorescence events at low SNRCited by: 0
Author(s): Marcelo Zoccoler, Pedro Xavier de Oliveira
Software Mentions: 5
Published: over 5 years ago
10.3389/fninf.2018.00089
BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in PythonCited by: 159
Author(s): Hananel Hazan, Daniel J. Saunders, Hassaan F. Khan, Devdhar Patel, Darpan T. Sanghavi, Hava T. Siegelmann, Róbert Kozma
Software Mentions: 5
Published: almost 7 years ago
10.1371/journal.pcbi.1007636
Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and miceCited by: 23
Author(s): Aleksandr Kovaltsuk, Matthew I. J. Raybould, Wing Ki Wong, Claire Marks, Sebastian Kelm, James Snowden, Johannes Trück, Charlotte M. Deane
Software Mentions: 5
Published: over 5 years ago
10.1371/journal.pcbi.1009108
Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitisCited by: 5
Author(s): Necati Esener, Alexandre Maciel-Guerra, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini
Software Mentions: 5
Published: over 4 years ago
10.1186/s12911-020-01154-6
A predictive analytics model for differentiating between transient ischemic attacks (TIA) and its mimicsCited by: 9
Author(s): Alia Stanciu, Mihai Banciu, Alireza Sadighi, Kyle Marshall, Neil R. Holland, Vida Abedi, Ramin Zand
Software Mentions: 5
Published: over 5 years ago
10.1371/journal.pcbi.1008229
DeepHE: Accurately predicting human essential genes based on deep learningCited by: 24
Author(s): Xue Zhang, Wangxin Xiao, Weijia Xiao
Software Mentions: 5
Published: about 5 years ago
10.1186/s12859-019-2969-0
Exploring the druggable space around the Fanconi anemia pathway using machine learning and mechanistic modelsCited by: 24
Author(s): Marina Esteban-Medina, María Peña‐Chilet, Carlos Loucera, Joaquı́n Dopazo
Software Mentions: 5
Published: over 6 years ago
10.1371/journal.pcbi.1009316
A probabilistic model for the ultradian timing of REM sleep in miceCited by: 6
Author(s): Sung-Ho Park, Justin Baik, June Seok Hong, Hanna Antila, Benjamin Kurland, Shinjae Chung, Franz Weber
Software Mentions: 5
Published: about 4 years ago
10.1186/s40168-021-01056-3
Anna Karenina and the subgingival microbiome associated with periodontitisCited by: 15
Author(s): Khaled Altabtbaei, Pooja Maney, Sukirth M. Ganesan, Shareef M Dabdoub, Haikady N. Nagaraja, Purnima Kumar
Software Mentions: 5
Published: over 4 years ago
10.3389/fninf.2019.00053
A Comparison of Shallow and Deep Learning Methods for Predicting Cognitive Performance of Stroke Patients From MRI Lesion ImagesCited by: 52
Author(s): Sucheta Chauhan, Lovekesh Vig, Michele De Filippo De Grazia, Maurizio Corbetta, Shandar Ahmad, Marco Zorzi
Software Mentions: 5
Published: over 6 years ago
10.3389/frai.2020.559617
An Interpretable Predictive Model of Vaccine Utilization for TanzaniaCited by: 1
Author(s): R. Hariharan, Johnna Sundberg, Giacomo Gallino, Ashley Schmidt, Drew Arenth, Suvrit Sra, Benjamin Fels
Software Mentions: 5
Published: about 5 years ago
10.3389/frai.2020.00013
Designing and Evaluating the Usability of a Machine Learning API for Rapid Prototyping Music TechnologyCited by: 5
Author(s): Francisco Bernardo, Michael Zbyszyński, Mick Grierson, Rebecca Fiebrink
Software Mentions: 5
Published: over 5 years ago
10.3389/fninf.2017.00025
Pypes: Workflows for Processing Multimodal Neuroimaging DataCited by: 10
Author(s): Alexandre Savio, Michael Schütte, Manuel Graña, Igor Yakushev
Software Mentions: 5
Published: over 8 years ago
10.3390/nu12082308
Plasma Metabolites Related to Peripheral and Hepatic Insulin Sensitivity Are Not Directly Linked to Gut Microbiota CompositionCited by: 6
Author(s): Annefleur M. Koopen, Nicolien C. de Clercq, Moritz V. Warmbrunn, Hilde Herrema, Mark Davids, Pieter F. de Groot, Ruud S. Kootte, Kristien E. Bouter, Max Nieuwdorp, Albert K. Groen, Andrei Prodan
Software Mentions: 5
Published: over 5 years ago
10.1186/s12920-019-0519-2
A systematic analysis of genomics-based modeling approaches for prediction of drug response to cytotoxic chemotherapiesCited by: 7
Author(s): Joshua Mannheimer, Dawn L. Duval, Ashok Prasad, Daniel L. Gustafson
Software Mentions: 5
Published: over 6 years ago
10.1099/mgen.0.000500
Identifying novel β-lactamase substrate activity through in silico prediction of antimicrobial resistanceCited by: 7
Author(s): Kara K. Tsang, Finlay Maguire, Haley L. Zubyk, Sommer Chou, Arman Edalatmand, Gerard D. Wright, Robert G. Beiko, Andrew G. McArthur
Software Mentions: 5
Published: almost 5 years ago