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: almost 3 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
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:
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-10
PyPI ecosystem
General-purpose ecosystem
Very Likely Science (100)
Papers Mentioning scikit-learn 2,431
10.1186/s13321-021-00509-z
Flame: an open source framework for model development, hosting, and usage in production environmentsCited by: 8
Author(s): Manuel Pastor, José Carlos Gómez-Tamayo, Ferrán Sanz
Software Mentions: 3
Published: over 5 years ago
10.1186/s13321-020-00479-8
Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based modelsCited by: 178
Author(s): Dejun Jiang, Zhenxing Wu, Chang‐Yu Hsieh, Guangyong Chen, Ben Liao, Zhe Wang, Chao Shen, Dong‐Sheng Cao, Jian Wu, Tingjun Hou
Software Mentions: 3
Published: over 5 years ago
10.1186/s13321-020-00422-x
KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of developmentCited by: 16
Author(s): Andrea Morger, Miriam Mathea, Janosch Achenbach, Antje Wolf, Roland Buesen, Klaus-Juergen Schleifer, Robert Landsiedel, Andrea Volkamer
Software Mentions: 3
Published: over 6 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 GenotypeCited by: 23
Author(s): Yubraj Gupta, Ji‐In Kim, Byeong C. Kim, Goo‐Rak Kwon
Software Mentions: 3
Published: about 6 years ago
10.1186/s13321-018-0260-4
Maximizing gain in high-throughput screening using conformal predictionCited by: 16
Author(s): Fredrik Svensson, Avid M. Afzal, Ulf Norinder, Andreas Bender
Software Mentions: 3
Published: over 8 years ago
10.1186/s13321-017-0243-x
eTOX ALLIES: an automated pipeLine for linear interaction energy-based simulationsCited by: 7
Author(s): Luigi Capoferri, Marc van Dijk, Ariën S. Rustenburg, Tsjerk A. Wassenaar, Derk P. Kooi, Eko Aditya Rifai, Nico Vermeulen, Daan P. Geerke
Software Mentions: 3
Published: almost 9 years ago
10.3389/fncir.2020.00042
Automated Curation of CNMF-E-Extracted ROI Spatial Footprints and Calcium Traces Using Open-Source AutoML ToolsCited 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: about 6 years ago
10.1186/s13321-017-0226-y
Deep-learning: investigating deep neural networks hyper-parameters and comparison of performance to shallow methods for modeling bioactivity dataCited by: 190
Author(s): Alexios Koutsoukas, Keith J. Monaghan, Xiaoli Li, Jun Huan
Software Mentions: 3
Published: about 9 years ago
10.1371/journal.pcbi.1006157
Community-based benchmarking improves spike rate inference from two-photon calcium imaging dataCited by: 110
Author(s): Philipp Berens, Jeremy Freeman, Thomas Deneux, Nikolay Chenkov, Thomas McColgan, Artur Speiser, Jakob H. Macke, Srinivas C. Turaga, Patrick J. Mineault, Peter Rupprecht, Stephan Gerhard, Rainer W. Friedrich, Johannes Friedrich, Liam Paninski, Marius Pachitariu, Kenneth D. Harris, Ben Bolte, Timothy A. Machado, Dario L. Ringach, Jasmine Stone, Luke Edward Rogerson, Nicolas J. Sofroniew, Jacob Reimer, Emmanouil Froudarakis, Thomas Euler, Miroslav Román Rosón, Lucas Theis, Andreas S. Tolias, Matthias Bethge
Software Mentions: 2
Published: over 8 years ago
10.3390/plants9121751
Identification of Cis-Regulatory Sequences Controlling Pollen-Specific Expression of Hydroxyproline-Rich Glycoprotein Genes in Arabidopsis thalianaCited by: 3
Author(s): Yichao Li, Maxwell Mullin, Yingnan Zhang, Frank A. Drews, Lonnie R. Welch, Allan M. Showalter
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.pbio.3000611
Combining genomics and epidemiology to track mumps virus transmission in the United StatesCited by: 34
Author(s): Shirlee Wohl, Hayden C. Metsky, Stephen F. Schaffner, Anne Piantadosi, Meagan Burns, Joseph A Lewnard, Bridget Chak, Lydia A. Krasilnikova, Katherine J. Siddle, Christian B. Matranga, Bettina Bankamp, Scott Hennigan, Brandon Sabina, Elizabeth H. Byrne, Rebecca J. McNall, Rickey R. Shah, James Qu, Daniel J. Park, Soheyla D. Gharib, Susan Fitzgerald, Paul Barreira, Stephen B. Fleming, Susan M. Lett, Paul A. Rota, Lawrence C. Madoff, Nathan L. Yozwiak, Bronwyn MacInnis, Sandra Smole, Yonatan H. Grad
Software Mentions: 2
Published: over 6 years ago
10.1371/journal.pbio.3000979
A multi-scale cortical wiring space links cellular architecture and functional dynamics in the human brainCited by: 61
Author(s): Casey Paquola, Jakob Seidlitz, Oualid Benkarim, Jessica Royer, Petr Klimeš, Richard A. I. Bethlehem, Sara Larivière, Reinder Vos de Wael, Raúl Rodríguez‐Cruces, Jeffery A. Hall, Birgit Frauscher, Jonathan Smallwood, Boris C. Bernhardt
Software Mentions: 2
Published: almost 6 years ago
10.1371/journal.pcbi.1008857
Predicting antimicrobial mechanism-of-action from transcriptomes: A generalizable explainable artificial intelligence approachCited by: 14
Author(s): Josh L. Espinoza, Chris L. Dupont, Aubrie O’Rourke, Sinem Beyhan, Pavel Morales, Amy L. Spoering, Kirsten J. Meyer, Agnes P. Chan, Yongwook Choi, William C. Nierman, Kim Lewis, Karen E. Nelson
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.pcbi.1004590
Identification of High-Impact cis-Regulatory Mutations Using Transcription Factor Specific Random Forest ModelsCited by: 20
Author(s): Dmitry Svetlichnyy, Hana Imrichová, Mark Fiers, Zeynep Kalender Atak, Stein Aerts
Software Mentions: 2
Published: almost 11 years ago
10.1371/journal.pcbi.1008587
Four different mechanisms for switching cell polarityCited by: 4
Author(s): Filipe Tostevin, Manon Wigbers, Lotte Søgaard‐Andersen, Ulrich Gerland
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.pcbi.1004451
Quantifying Stochastic Noise in Cultured Circadian Reporter CellsCited by: 16
Author(s): Peter C. St. John, Francis J. Doyle
Software Mentions: 2
Published: almost 11 years ago
10.1371/journal.pcbi.1007992
Brain-optimized extraction of complex sound features that drive continuous auditory perceptionCited by: 12
Author(s): Julia Berezutskaya, Zachary V. Freudenburg, Umut Güçlü, Marcel A. J. van Gerven, Nick Ramsey
Software Mentions: 2
Published: about 6 years ago
10.1371/journal.pcbi.1007828
Predicting cell lineages using autoencoders and optimal transportCited by: 31
Author(s): Karren Yang, Karthik Damodaran, Saradha Venkatachalapathy, Ali C. Soylemezoglu, G. V. Shivashankar, Caroline Uhler
Software Mentions: 2
Published: over 6 years ago
10.1371/journal.pcbi.1007608
Machine learning with random subspace ensembles identifies antimicrobial resistance determinants from pan-genomes of three pathogensCited by: 44
Author(s): Jason C. Hyun, Erol Kavvas, Jonathan M. Monk, Jaehyung Kim
Software Mentions: 2
Published: over 6 years ago
10.1371/journal.pcbi.1004838
Rapid Prediction of Bacterial Heterotrophic Fluxomics Using Machine Learning and Constraint ProgrammingCited by: 51
Author(s): Stephen Gang Wu, Yu-Xuan Wang, Jiang Wu, Tolutola Oyetunde, Ruilian Yao, Xuehong Zhang, Kazuyuki Shimizu, Yinjie J. Tang, Forrest Sheng Bao
Software Mentions: 2
Published: over 10 years ago
10.1371/journal.pcbi.1007396
Ancestral reconstruction of protein interaction networksCited by: 12
Author(s): Benjamin J. Liebeskind, Richard W. Aldrich, Edward M. Marcotte
Software Mentions: 2
Published: almost 7 years ago
10.1371/journal.pcbi.1005929
Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screeningCited by: 173
Author(s): Zixuan Cang, Lin Mu, Guowei Wei
Software Mentions: 2
Published: over 8 years ago
10.1371/journal.pcbi.1008330
Model-based decoupling of evoked and spontaneous neural activity in calcium imaging dataCited by: 11
Author(s): Marcus A. Triplett, Zac Pujic, Biao Sun, Lilach Avitan, Geoffrey J. Goodhill
Software Mentions: 2
Published: almost 6 years ago
10.1371/journal.pcbi.1006299
Representational structure or task structure? Bias in neural representational similarity analysis and a Bayesian method for reducing biasCited by: 33
Author(s): Ming Bo Cai, Nicolas W. Schuck, Jonathan W. Pillow, Yaron Niv
Software Mentions: 2
Published: over 7 years ago
10.1371/journal.pcbi.1006813
Predicting kinase inhibitors using bioactivity matrix derived informer setsCited by: 9
Author(s): Huikun Zhang, Spencer S. Ericksen, Ching-pei Lee, Gene E. Ananiev, Nathan Wlodarchak, Peng Yu, Julie C. Mitchell, Anthony Gitter, Stephen J. Wright, F. Michael Hoffmann, Scott A. Wildman, Michael A. Newton
Software Mentions: 2
Published: about 7 years ago
10.1371/journal.pcbi.1007318
A lipophilicity-based energy function for membrane-protein modelling and designCited by: 29
Author(s): Jonathan Weinstein, Assaf Elazar, Sarel J. Fleishman
Software Mentions: 2
Published: about 7 years ago
10.1371/journal.pcbi.1007781
PlasClass improves plasmid sequence classificationCited by: 57
Author(s): David Pellow, Itzik Mizrahi, Ron Shamir
Software Mentions: 2
Published: over 6 years ago
10.1371/journal.pcbi.1008127
The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networksCited by: 3
Author(s): Matthieu Gilson, David Dahmen, Rubén Moreno‐Bote, Andrea Insabato, Moritz Helias
Software Mentions: 2
Published: almost 6 years ago
10.1371/journal.pcbi.1004456
Explaining the Timing of Natural Scene Understanding with a Computational Model of Perceptual CategorizationCited by: 18
Author(s): Imri Sofer, Sébastien Crouzet, T. Serre
Software Mentions: 2
Published: about 11 years ago
10.1371/journal.pcbi.1006954
Estimation of the breadth of CD4bs targeting HIV antibodies by molecular modeling and machine learningCited by: 15
Author(s): Simone Conti, Martin Karplus
Software Mentions: 2
Published: over 7 years ago
10.1371/journal.pgen.1007341
Supervised machine learning reveals introgressed loci in the genomes of Drosophila simulans and D. sechelliaCited by: 87
Author(s): Daniel R. Schrider, Julien F. Ayroles, Daniel R. Matute, Andrew D. Kern
Software Mentions: 2
Published: over 8 years ago
10.1371/journal.pgen.1007872
Walking along chromosomes with super-resolution imaging, contact maps, and integrative modelingCited by: 197
Author(s): Guy Nir, Irene Farabella, Cynthia Pérez Estrada, Carl G. Ebeling, Brian J. Beliveau, Hiroshi Sasaki, S. Dean Lee, Son C. Nguyen, Ruth B. McCole, Shyamtanu Chattoraj, Jelena Erceg, Jumana AlHaj Abed, Nuno M. C. Martins, Huy Nguyen, Mohammed A. Hannan, Sheikh Russell, Neva C. Durand, Suhas S.P. Rao, Jocelyn Y. Kishi, Paula Soler-Vila, Michele Di Pierro, José N. Onuchic, Steven P. Callahan, John Schreiner, Jeff A. Stuckey, Peng Yin, E Aiden, Marc A. Martí‐Renom, C-ting Wu
Software Mentions: 2
Published: over 7 years ago
10.1371/journal.pmed.1002709
Characterising risk of in-hospital mortality following cardiac arrest using machine learning: A retrospective international registry studyCited by: 81
Author(s): Shane Nanayakkara, Sam Fogarty, Michael Tremeer, Kelvin Ross, Brent Richards, Christoph Bergmeir, Sheng Xu, Dion Stub, Karen Smith, Mark Tacey, Danny Liew, David Pilcher, David M. Kaye
Software Mentions: 2
Published: almost 8 years ago
10.1371/journal.pntd.0005962
Quantitative multiplexed proteomics of Taenia solium cysts obtained from the skeletal muscle and central nervous system of pigsCited by: 12
Author(s): José Navarrete-Perea, Marta Isasa, João A. Paulo, Ricardo Corral-Corral, Jeanette Flores-Bautista, Beatriz Hernández-Téllez, Raúl J. Bobes, Gladis Fragoso, Edda Sciutto, Xavier Soberón, Steven P. Gygi, Juan Pedro Laclette
Software Mentions: 2
Published: almost 9 years ago
10.1038/s42003-021-02514-2
Moisture modulates soil reservoirs of active DNA and RNA virusesCited by: 30
Author(s): Ruonan Wu, Michelle Davison, Yuqian Gao, Carrie Nicora, Jason McDermott, Kristin Burnum-Johnson, Kirsten Hofmockel, Janet K. Jansson
Software Mentions: 2
Published: about 5 years ago
10.1038/s42003-020-01559-z
Deep learning identifies partially overlapping subnetworks in the human social brainCited by: 10
Author(s): Hannah Kiesow, R. Nathan Spreng, Avram J. Holmes, M. Mallar Chakravarty, André F. Marquand, B.T. Thomas Yeo, Danilo Bzdok
Software Mentions: 2
Published: over 5 years ago
10.1038/s42003-020-1079-x
β-amyloid and tau drive early Alzheimer’s disease decline while glucose hypometabolism drives late declineCited by: 49
Author(s): Tyler C. Hammond, Xin Xing, Chris Wang, Dávid Ma, Kwangsik Nho, Paul K. Crane, Fanny M. Elahi, David A. Ziegler, Gongbo Liang, Qiang Cheng, Lucille M. Yanckello, Nathan Jacobs, Ai-Ling Lin
Software Mentions: 2
Published: about 6 years ago
10.1155/2021/6151651
Utterance Clustering Using Stereo Audio ChannelsCited by: 1
Author(s): Yingjun Dong, Neil G. MacLaren, Yiding Cao, Francis J. Yammarino, Shelley D. Dionne, Michael D. Mumford, Shane Connelly, Hiroki Sayama, Gregory A. Ruark
Software Mentions: 2
Published: almost 5 years ago
10.1155/2015/136921
Classification of Parkinsonian Syndromes from FDG-PET Brain Data Using Decision Trees with SSM/PCA FeaturesCited by: 41
Author(s): Deborah Mudali, Laura K. Teune, Remco Renken, Klaus L. Leenders, Jos B. T. M. Roerdink
Software Mentions: 2
Published: over 11 years ago
10.1080/01969722.2018.1556438
Modeling Mentor-Mentee Dialogues in FilmCited by: 0
Author(s): Anna Dobrosovestnova, Marcin Skowron, Sabine Payr, Robert Trappl
Software Mentions: 2
Published: over 7 years ago
10.1093/database/bav123
ChemProt-3.0: a global chemical biology diseases mappingCited by: 81
Author(s): Jens Vindahl Kringelum, Sonny Kim Kjærulff, Søren Brunak, Ole Lund, Tudor I. Oprea, Olivier Taboureau
Software Mentions: 2
Published: over 10 years ago
10.1093/database/baaa002
GXD’s RNA-Seq and Microarray Experiment Search: using curated metadata to reliably find mouse expression studies of interestCited by: 2
Author(s): Cyndi M. Smith, James A. Kadin, Richard M. Baldarelli, Jonathan S Beal, Olin Blodgett, Sharon C Giannatto, Joel E. Richardson, Martin Ringwald
Software Mentions: 2
Published: over 6 years ago
10.1093/database/baab017
Drugmonizome and Drugmonizome-ML: integration and abstraction of small molecule attributes for drug enrichment analysis and machine learningCited by: 16
Author(s): Eryk Kropiwnicki, John Erol Evangelista, Daniel J. Stein, Daniel J. B. Clarke, Alexander Lachmann, Maxim V. Kuleshov, Minji Jeon, Kathleen M. Jagodnik, Avi Ma’ayan
Software Mentions: 2
Published: over 5 years ago
10.1093/database/baaa050
mAML: an automated machine learning pipeline with a microbiome repository for human disease classificationCited by: 18
Author(s): Fenglong Yang, Quan Zou
Software Mentions: 2
Published: over 6 years ago
10.1186/s13000-021-01126-y
Normalization of HE-stained histological images using cycle consistent generative adversarial networksCited by: 16
Author(s): Marlen Runz, Daniel Rusche, S. Schmidt, Martin R. Weihrauch, Jürgen Hesser, Cleo–Aron Weis
Software Mentions: 2
Published: about 5 years ago
10.3390/diagnostics11081508
Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve DetectionCited by: 13
Author(s): Manuel Barberio, Toby Collins, Valentin Bencteux, Richard Nkusi, Eric Felli, Massimo Viola, Jacques Marescaux, Alexandre Hostettler, Michele Diana
Software Mentions: 2
Published: about 5 years ago
10.1242/dmm.044560
Sentinel Interaction Mapping (SIM) – A generic approach for the functional analysis of human disease gene variants using yeastCited by: 4
Author(s): Barry P. Young, Kathryn Post, Jesse T. Chao, Fabian Meili, Kurt Haas, Christopher Loewen
Software Mentions: 2
Published: over 6 years ago
10.1017/dmp.2021.65
Topic Analysis of Traditional and Social Media News Coverage of the Early COVID-19 Pandemic and Implications for Public Health CommunicationCited by: 18
Author(s): Wallace Chipidza, Elmira Akbaripourdibazar, Tendai Gwanzura, Nicole M. Gatto
Software Mentions: 2
Published: over 5 years ago
10.1140/epjds/s13688-017-0124-6
Are you getting sick? Predicting influenza-like symptoms using human mobility behaviorsCited by: 34
Author(s): Gianni Barlacchi, Christos Perentis, Anil K. Mehrotra, Mirco Musolesi, Bruno Lepri
Software Mentions: 2
Published: almost 9 years ago
10.3390/e23080952
Early Prediction of Physical Performance in Elite Soccer Matches—A Machine Learning Approach to Support SubstitutionsCited by: 6
Author(s): Talko Dijkhuis, Matthias Kempe, Koen Lemmink
Software Mentions: 2
Published: about 5 years ago
10.3390/e23010021
ML-Based Analysis of Particle Distributions in High-Intensity Laser Experiments: Role of Binning StrategyCited by: 1
Author(s): Yury Rodimkov, Evgeny Efimenko, Valentin Volokitin, Elena Panova, А. Н. Половинкин, Iosif B. Meyerov, Arkady Gonoskov
Software Mentions: 2
Published: over 5 years ago
10.3390/e23050553
An Improved Similarity-Based Clustering Algorithm for Multi-Database MiningCited by: 1
Author(s): Salim Miloudi, Yulin Wang, Wenjia Ding
Software Mentions: 2
Published: over 5 years ago
10.3390/e23010037
Predicting the Critical Number of Layers for Hierarchical Support Vector RegressionCited by: 3
Author(s): Ryan Mohr, Maria Fonoberova, Zlatko Drmač, Iva Manojlović, Igor Mezić
Software Mentions: 2
Published: over 5 years ago
10.3390/e23020201
Unsupervised Anomaly Detection with Distillated Teacher-Student Network EnsembleCited by: 3
Author(s): Qinfeng Xiao, Jing Wang, Youfang Lin, Wenbo Gongsa, Ganghui Hu, Menggang Li, Fang Wang
Software Mentions: 2
Published: over 5 years ago
10.1007/s00330-019-06163-2
Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural networkCited by: 149
Author(s): Yang Hai, Feng Gao, Youbing Yin, Dongyan Guo, Pengfei Zhao, Yi Lu, Xin Wang, Junjie Bai, Kunlin Cao, Qi Song, Heye Zhang, Wei Chen, Xuejun Guo, Jun Xia
Software Mentions: 2
Published: over 7 years ago
10.1155/2015/457071
Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian SystemCited by: 17
Author(s): Won-Mo Jung, Taehyung Lee, In-Seon Lee, Sang-Hyun Kim, Hyunchul Jang, Song-Yi Kim, Hi-Joon Park, Younbyoung Chae
Software Mentions: 2
Published: over 11 years ago
10.12688/f1000research.16415.1
Large-scale protein function prediction using heterogeneous ensemblesCited by: 11
Author(s): Linhua Wang, Jeffrey Law, Shiv D. Kale, T. M. Murali, Gaurav Pandey
Software Mentions: 2
Published: almost 8 years ago
10.12688/f1000research.25750.1
RNA-Seq analysis of genes affected by Cyclophilin A/DIAGEOTROPICA (DGT) in tomato root developmentCited by: 2
Author(s): Maria G. Ivanchenko, Olivia R. Ozguc, Stephanie R. Bollmann, Valerie N. Fraser, Molly Megraw
Software Mentions: 2
Published: almost 6 years ago
10.3389/fnagi.2019.00167
Radiomic Features of the Nigrosome-1 Region of the Substantia Nigra: Using Quantitative Susceptibility Mapping to Assist the Diagnosis of Idiopathic Parkinson's DiseaseCited by: 41
Author(s): Zenghui Cheng, Jiping Zhang, Naying He, Li Yan, Yaofeng Wen, Hongmin Xu, Rongbiao Tang, Zhijia Jin, E. Mark Haacke, Fuhua Yan, Dahong Qian
Software Mentions: 2
Published: about 7 years ago
10.3389/frai.2021.624629
An Attempt to Boost Posterior Population Expansion Using Fast Machine Learning AlgorithmsCited by: 3
Author(s): Przemysław Juda, Philippe Renard
Software Mentions: 2
Published: over 5 years ago
10.3389/frai.2021.579931
Predicting the Disease Outcome in COVID-19 Positive Patients Through Machine Learning: A Retrospective Cohort Study With Brazilian DataCited by: 25
Author(s): Fernanda Sumika Hojo de Souza, Natália Satchiko Hojo-Souza, Edimilson Batista dos Santos, Cristiano M. Silva, Daniel L. Guidoni
Software Mentions: 2
Published: about 5 years ago
10.3389/fninf.2019.00070
ASD-DiagNet: A Hybrid Learning Approach for Detection of Autism Spectrum Disorder Using fMRI DataCited by: 171
Author(s): Taban Eslami, Vahid Mirjalili, A.C.M. Fong, Angela R. Laird, Fahad Saeed
Software Mentions: 2
Published: almost 7 years ago
10.3389/fninf.2018.00055
Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network ConnectivityCited by: 15
Author(s): Harshvardhan Gazula, Bradley T. Baker, Eswar Damaraju, Sergey M. Plis, Sandeep R. Panta, Rogers F. Silva, Vince D. Calhoun
Software Mentions: 2
Published: about 8 years ago
10.3389/fneur.2021.670944
A Set of Eight Key Questions Helps to Classify Common Vestibular Disorders—Results From the DizzyReg Patient RegistryCited by: 7
Author(s): Ralf Strobl, Michael Grözinger, Andreas Zwergal, Doreen Huppert, Filipp Filippopulos, Eva Grill
Software Mentions: 2
Published: over 5 years ago
10.3389/fneur.2020.00007
Prediction of Vestibular Dysfunction by Applying Machine Learning Algorithms to Postural InstabilityCited by: 19
Author(s): Teru Kamogashira, Chisato Fujimoto, Makoto Kinoshita, Yuichiro Kikkawa, Tatsuya Yamasoba, Shinichi Iwasaki
Software Mentions: 2
Published: over 6 years ago
10.3389/fneur.2020.00886
Multi-Dimensional, Short-Timescale Quantification of Parkinson's Disease and Essential Tremor Motor DysfunctionCited by: 5
Author(s): John Sanderson, James Yu, David D. Liu, Daniel E Amaya, Peter M Lauro, Anelyssa D’Abreu, Umer Akbar, Shane Lee, Wael F. Asaad
Software Mentions: 2
Published: almost 6 years ago
10.3389/fneur.2019.00996
The Pragmatic Classification of Upper Extremity Motion in Neurological Patients: A PrimerCited by: 8
Author(s): Avinash Parnandi, Jasim Uddin, Dawn Nilsen, Heidi M. Schambra
Software Mentions: 2
Published: almost 7 years ago
10.3389/fneur.2019.00655
Quantifying the Confidence in fMRI-Based Language Lateralisation Through Laterality Index DeconstructionCited by: 7
Author(s): Martin Wegrzyn, Markus Mertens, Christian G. Bien, Friedrich G. Woermann, Kirsten Labudda
Software Mentions: 2
Published: about 7 years ago
10.3389/fnbot.2020.578675
Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable EnvironmentsCited by: 0
Author(s): Jeffery Dick, Paweł Ładosz, Eseoghene Ben-Iwhiwhu, Hideyasu Shimadzu, Peter Kinnell, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
Software Mentions: 2
Published: over 5 years ago
10.3389/fnins.2021.708196
A Contrast Augmentation Approach to Improve Multi-Scanner Generalization in MRICited by: 4
Author(s): Maria Inês Meyer, Ezequiel de la Rosa, Nuno Pedrosa de Barros, Roberto Paolella, Koen Van Leemput, Diana Sima
Software Mentions: 2
Published: about 5 years ago
10.3389/fnins.2017.00754
White Matter Tract Segmentation as Multiple Linear Assignment ProblemsCited by: 13
Author(s): Nusrat Sharmin, Emanuele Olivetti, Paolo Avesani
Software Mentions: 2
Published: over 8 years ago
10.3389/fonc.2021.654685
Deep Learning on Enhanced CT Images Can Predict the Muscular Invasiveness of Bladder CancerCited by: 12
Author(s): Gumuyang Zhang, Zhe Wu, Lili Xu, Xiaoxiao Zhang, Daming Zhang, Li Mao, Xiuli Li, Yu Xiao, Jun Guo, Zhigang Ji, Hao Sun, Zhengyu Jin
Software Mentions: 2
Published: about 5 years ago
10.3389/fonc.2020.581037
Exploratory Analysis of Qualitative MR Imaging Features for the Differentiation of Glioblastoma and Brain MetastasesCited by: 6
Author(s): Raphael Meier, Aurélie Pahud de Mortanges, Roland Wiest, Urspeter Knecht
Software Mentions: 2
Published: over 5 years ago
10.3389/fonc.2021.637794
Preoperative Prediction of Lymphovascular Space Invasion in Cervical Cancer With Radiomics –Based NomogramCited by: 9
Author(s): Wei Du, Yu Wang, Dongdong Li, Xia Xiang, Qiaoyue Tan, Xiaoming Xiong, Zhiping Li
Software Mentions: 2
Published: about 5 years ago
10.3389/fonc.2018.00627
Data-Driven Discovery of Immune Contexture BiomarkersCited by: 19
Author(s): Lars Ole Schwen, Emilia Andersson, Konstanty Korski, Nick Weiss, Sabrina Haase, Fabien Gaire, Horst K. Hahn, André Homeyer, Oliver Grimm
Software Mentions: 2
Published: over 7 years ago
10.3389/fonc.2020.597486
A Urine-Based Liquid Biopsy Method for Detection of Upper Tract Urinary CarcinomaCited by: 11
Author(s): Yan Xu, Xin Ma, Xing Ai, Jiangping Gao, Yiming Liang, Qin Zhang, Tao Ma, Kaisheng Mao, Qiwen Zheng, Sizhen Wang, Yuchen Jiao, Xu Zhang, Hongzhao Li
Software Mentions: 2
Published: over 5 years ago
10.3389/fonc.2021.621088
Predicting Survival Duration With MRI Radiomics of Brain Metastases From Non-small Cell Lung CancerCited by: 20
Author(s): Bihong T. Chen, Taihao Jin, Ningrong Ye, Isa Mambetsariev, Tao Wang, Chi Wah Wong, Zikuan Chen, Russell C. Rockne, Rivka R. Colen, Andrei I. Holodny, Sagus Sampath, Ravi Salgia
Software Mentions: 2
Published: over 5 years ago
10.3389/fonc.2020.01363
Identification of Predominant Histopathological Growth Patterns of Colorectal Liver Metastasis by Multi-Habitat and Multi-Sequence Based Radiomics AnalysisCited by: 27
Author(s): Yujia Han, Fan Chai, Jingwei Wei, Yali Yue, Jin Cheng, Dongsheng Gu, Yinli Zhang, Tong Tong, Weiqi Sheng, Nan Hong, Yingjiang Ye, Yi Wang, Jie Tian
Software Mentions: 2
Published: about 6 years ago
10.3389/fped.2021.689190
Long-Term Mechanical Ventilation in Neonates: A 10-Year Overview and Predictive ModelCited by: 1
Author(s): Michaël Sauthier, Nicolas Sauthier, Krystale Bergeron Gallant, Gregory A. Lodygensky, Atsushı Kawaguchi, Guillaume Émériaud, Philippe Jouvet
Software Mentions: 2
Published: about 5 years ago
10.3389/fphar.2020.606668
Improvement of Prediction Performance With Conjoint Molecular Fingerprint in Deep LearningCited by: 27
Author(s): Liangxu Xie, Lei Xu, Ren Kong, Shan Chang, Xiaojun Xu
Software Mentions: 2
Published: over 5 years ago
10.3389/fphar.2020.00770
Accelerating Therapeutics for Opportunities in Medicine: A Paradigm Shift in Drug DiscoveryCited by: 41
Author(s): Izumi V. Hinkson, Benjamin D. Madej, Eric Stahlberg
Software Mentions: 2
Published: about 6 years ago
10.3389/fphar.2020.00067
Development of Prediction Models for Drug-Induced Cholestasis, Cirrhosis, Hepatitis, and Steatosis Based on Drug and Drug Metabolite StructuresCited by: 13
Author(s): Hyun Kil Shin, Myung-Gyun Kang, Daeui Park, Tamina Park, Soon-Seek Yoon
Software Mentions: 2
Published: over 6 years ago
10.3389/fphys.2020.01012
Extracting Insights From Temporal Data by Integrating Dynamic Modeling and Machine LearningCited by: 5
Author(s): Richard Ballweg, Kristen A. Engevik, Marshall H. Montrose, Eitaro Aihara, Tongli Zhang
Software Mentions: 2
Published: about 6 years ago
10.3389/fphys.2021.683025
HADLN: Hybrid Attention-Based Deep Learning Network for Automated Arrhythmia ClassificationCited by: 9
Author(s): Mingfeng Jiang, Jiayan Gu, Yang Li, Bo Wei, Jucheng Zhang, Zhikang Wang, Ling Xia
Software Mentions: 2
Published: about 5 years ago
10.3389/fphys.2021.738973
Toward Predicting Human Performance Outcomes From Wearable Technologies: A Computational Modeling ApproachCited by: 7
Author(s): Tad T. Brunyé, Kenny Yau, Kana Okano, Grace Elliott, Sara Olenich, Grace E. Giles, Ester Navarro, Seth Elkin-Frankston, Alexander L Young, Eric L. Miller
Software Mentions: 2
Published: almost 5 years ago
10.3389/fpls.2020.577063
Investigation on Data Fusion of Multisource Spectral Data for Rice Leaf Diseases Identification Using Machine Learning MethodsCited by: 34
Author(s): Feng Liu, Bangyu Wu, Susu Zhu, Junmin Wang, Zhen-Zhu Su, Fei Liu, Yong He
Software Mentions: 2
Published: almost 6 years ago
10.3389/fpls.2021.604510
Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral ImagingCited by: 32
Author(s): Tianying Yan, Wei Xu, Lin Jiao, Long Duan, Pan Gao, Chu Zhang, Xin Lv
Software Mentions: 2
Published: over 5 years ago
10.3389/fpls.2020.01275
Volumetric Segmentation of Cell Cycle Markers in Confocal Images Using Machine Learning and Deep LearningCited by: 3
Author(s): Faraz Ahmad Khan, Ute Voß, Michael P. Pound, A. P. French
Software Mentions: 2
Published: about 6 years ago
10.3389/fpls.2020.00701
BRIDGE – A Visual Analytics Web Tool for Barley Genebank GenomicsCited by: 27
Author(s): Patrick König, Sebastian Beier, Martín Basterrechea, Danuta Schüler, Daniel Arend, Martin Mascher, Nils Stein, Uwe Scholz, Matthias Lange
Software Mentions: 2
Published: about 6 years ago
10.1109/JTEHM.2019.2940900
Automated Detection of Parkinson’s Disease Based on Multiple Types of Sustained Phonations Using Linear Discriminant Analysis and Genetically Optimized Neural NetworkCited by: 116
Author(s): Liaqat Ali, Ce Zhu, Zhonghao Zhang, Yipeng Liu
Software Mentions: 2
Published: over 7 years ago
10.1098/rsfs.2016.0018
Development of an open technology sensor suite for assisted living: a student-led research projectCited by: 4
Author(s): James D. Manton, Josie Hughes, Oliver Bonner, Omar A. Amjad, Philip Mair, Isabella Miele, Tiesheng Wang, Vitaly Levdik, Richard Hall, Géraldine Baekelandt, Fernando da Cruz Vasconcellos, O. Hadeler, Tanya Hutter, Clemens F. Kaminski
Software Mentions: 2
Published: about 10 years ago
10.1001/jamanetworkopen.2019.7314
Comparative Effectiveness of New Approaches to Improve Mortality Risk Models From Medicare Claims DataCited by: 19
Author(s): Harlan M. Krumholz, Andreas Coppi, Frederick Warner, Elizabeth W. Triche, Shuxia Li, Shiwani Mahajan, Yixin Li, Susannah M. Bernheim, Jacqueline N. Grady, Karen Dorsey, Zhenqiu Lin, Sharon‐Lise T. Normand
Software Mentions: 2
Published: about 7 years ago
10.1001/jamanetworkopen.2020.2875
Assessment of Potentially Inappropriate Prescribing of Opioid Analgesics Requiring Prior Opioid ToleranceCited by: 5
Author(s): Molly Moore Jeffery, Christine E. Chaisson, Christopher A. Hane, Louis Rumanes, Jamie Tucker, Lillian Hang, Rozalina G. McCoy, Catherine L. Chen, Mark C. Bicket, W. Michael Hooten, Marc R. Larochelle, William C. Becker, Cynthia Kornegay, Judith A. Racoosin, Darshak M. Sanghavi
Software Mentions: 2
Published: over 6 years ago
10.1093/jamiaopen/ooaa006
Machine learning for early detection of sepsis: an internal and temporal validation studyCited by: 44
Author(s): Armando Bedoya, Joseph Futoma, Meredith E. Clement, Kristin Corey, Nathan Brajer, Anthony Lin, Morgan G. Simons, Michael Gao, Marshall Nichols, Suresh Balu, Katherine Heller, Mark Sendak, Cara O’Brien
Software Mentions: 2
Published: over 6 years ago
10.1107/S1600576720011103
Density-based clustering of crystal (mis)orientations and the <i>orix</i> Python libraryCited by: 14
Author(s): Duncan N. Johnstone, Baudouin Martineau, Phillip Crout, Paul A. Midgley, Alexander S. Eggeman
Software Mentions: 2
Published: almost 6 years ago
10.1186/s40537-021-00488-w
Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social mediaCited by: 19
Author(s): Yahya Albalawi, Jim Buckley, Nikola S. Nikolov
Software Mentions: 2
Published: about 5 years ago
10.1186/s12968-020-00690-4
Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonanceCited by: 29
Author(s): Nicola Mondaini, Alberto Aimo, Andrea Barison, Daniele Della Latta, Giuseppe Vergaro, Giovanni Donato Aquaro, Andrea Ripoli, Michele Emdin, Dante Chiappino
Software Mentions: 2
Published: almost 6 years ago
10.1083/jcb.201909178
A direct role for SNX9 in the biogenesis of filopodiaCited by: 8
Author(s): Iris K. Jarsch, Jonathan R Gadsby, Annalisa Nuccitelli, Julia Mason, Hanae Shimo, Ludovic Pilloux, N. Bishara Marzook, Claire M. Mulvey, Ulrich Dobramysl, Charles R. Bradshaw, Kathryn S. Lilley, Richard Hayward, Tristan J. Vaughan, Claire Dobson, Jennifer L. Gallop
Software Mentions: 2
Published: over 6 years ago
10.1186/1758-2946-5-43
Similarity maps - a visualization strategy for molecular fingerprints and machine-learning methodsCited by: 110
Author(s): Sereina Riniker, Gregory A. Landrum
Software Mentions: 2
Published: almost 13 years ago
10.1186/s13321-015-0090-6
Synergy Maps: exploring compound combinations using network-based visualizationCited by: 34
Author(s): Richard P. Lewis, Rajarshi Guha, Tamás Korcsmáros, Andreas Bender
Software Mentions: 2
Published: about 11 years ago