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
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

10.1186/s13321-021-00509-z
Flame: an open source framework for model development, hosting, and usage in production environments
Cited 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 models
Cited 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 development
Cited 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 Genotype
Cited 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 prediction
Cited 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 simulations
Cited 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 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: 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 data
Cited 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 data
Cited 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 thaliana
Cited 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 States
Cited 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 brain
Cited 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 approach
Cited 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 Models
Cited 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 polarity
Cited 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 Cells
Cited 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 perception
Cited 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 transport
Cited 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 pathogens
Cited 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 Programming
Cited 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 networks
Cited 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 screening
Cited 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 data
Cited 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 bias
Cited 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 sets
Cited 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 design
Cited 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 classification
Cited 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 networks
Cited 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 Categorization
Cited 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 learning
Cited 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. sechellia
Cited 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 modeling
Cited 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 study
Cited 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 pigs
Cited 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 viruses
Cited 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 brain
Cited 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 decline
Cited 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 Channels
Cited 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 Features
Cited 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 Film
Cited 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 mapping
Cited 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 interest
Cited 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 learning
Cited 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 classification
Cited 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 networks
Cited 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 Detection
Cited 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 yeast
Cited 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 Communication
Cited 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 behaviors
Cited 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 Substitutions
Cited 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 Strategy
Cited 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 Mining
Cited 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 Regression
Cited 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 Ensemble
Cited 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 network
Cited 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 System
Cited 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 ensembles
Cited 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 development
Cited 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 Disease
Cited 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 Algorithms
Cited 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 Data
Cited 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 Data
Cited 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 Connectivity
Cited 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 Registry
Cited 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 Instability
Cited 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 Dysfunction
Cited 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 Primer
Cited 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 Deconstruction
Cited 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 Environments
Cited 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 MRI
Cited 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 Problems
Cited 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 Cancer
Cited 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 Metastases
Cited 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 Nomogram
Cited 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 Biomarkers
Cited 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 Carcinoma
Cited 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 Cancer
Cited 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 Analysis
Cited 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 Model
Cited 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 Learning
Cited 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 Discovery
Cited 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 Structures
Cited 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 Learning
Cited 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 Classification
Cited 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 Approach
Cited 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 Methods
Cited 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 Imaging
Cited 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 Learning
Cited 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 Genomics
Cited 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 Network
Cited 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 project
Cited 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 Data
Cited 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 Tolerance
Cited 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 study
Cited 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 library
Cited 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 media
Cited 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 resonance
Cited 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 filopodia
Cited 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 methods
Cited 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 visualization
Cited by: 34
Author(s): Richard P. Lewis, Rajarshi Guha, Tamás Korcsmáros, Andreas Bender
Software Mentions: 2
Published: about 11 years ago