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:
-
-10
PyPI ecosystem
General-purpose ecosystem
Very Likely Science (100)
Papers Mentioning scikit-learn 2,431
10.2196/15980
Cohort Selection for Clinical Trials From Longitudinal Patient Records: Text Mining ApproachCited by: 12
Author(s): Irena Spasić, Dominik Krzemiński, Padraig Corcoran, Alexander Balinsky
Software Mentions: 1
Published: almost 7 years ago
10.1038/s41597-021-00827-9
The 10-m crop type maps in Northeast China during 2017–2019Cited by: 117
Author(s): Nanshan You, Jinwei Dong, Jianxi Huang, Guoming Du, Geli Zhang, Yingli He, Tong Yang, Yuanyuan Di, Xiangming Xiao
Software Mentions: 1
Published: over 5 years ago
10.3390/molecules26061617
Predictive Capability of QSAR Models Based on the CompTox Zebrafish Embryo Assays: An Imbalanced Classification ProblemCited by: 6
Author(s): Mario Lovrić, Olga Malev, Göran Klobučar, Roman Kern, Jay Liu, Bono Lučić
Software Mentions: 1
Published: over 5 years ago
10.1038/s41597-021-00938-3
TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic informationCited by: 6
Author(s): Enkelejda Kasneci, Gjergji Kasneci, Tobias Appel, Johannes Haug, Franz Wortha, Maike Tibus, Ulrich Trautwein, Peter Gerjets
Software Mentions: 1
Published: about 5 years ago
10.3390/molecules21111504
Unraveling the Roots of Selectivity of Peptide Affinity Reagents for Structurally Similar Ribosomal Inactivating Protein DerivativesCited by: 6
Author(s): Deborah A. Sarkes, Margaret M. Hurley, Dimitra N. Stratis‐Cullum
Software Mentions: 1
Published: almost 10 years ago
10.1038/srep11652
Temperature affects the silicate morphology in a diatomCited by: 34
Author(s): Narjes Javaheri, Roland Dries, Amanda Burson, Lucas J. Stal, Peter M. A. Sloot, Jaap A. Kaandorp
Software Mentions: 1
Published: about 11 years ago
10.1038/srep13285
Materials Prediction via Classification LearningCited by: 68
Author(s): Prasanna V. Balachandran, James Theiler, James M. Rondinelli, Turab Lookman
Software Mentions: 1
Published: about 11 years ago
10.1038/srep16141
Layers: A molecular surface peeling algorithm and its applications to analyze protein structuresCited by: 4
Author(s): Naga Bhushana Rao Karampudi, Ranjit Prasad Bahadur
Software Mentions: 1
Published: almost 11 years ago
10.3390/molecules24152716
Applicability Domain of Active Learning in Chemical Probe Identification: Convergence in Learning from Non-Specific Compounds and Decision Rule ClarificationCited by: 5
Author(s): Ahsan Habib Polash, Takashi Nakano, Satoru Takeda, J. Brown
Software Mentions: 1
Published: about 7 years ago
10.1038/srep17670
A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber NociceptorsCited by: 7
Author(s): Tara Dezhdar, Rabih Moshourab, Ingo Fründ, Gary R. Lewin, Michael Schmuker
Software Mentions: 1
Published: almost 11 years ago
10.1038/srep21161
Using a Machine Learning Approach to Predict Outcomes after Radiosurgery for Cerebral Arteriovenous MalformationsCited by: 81
Author(s): Eric K. Oermann, Alex Rubinsteyn, Dale Ding, Justin Mascitelli, Robert M. Starke, Joshua B. Bederson, Hideyuki Kano, L. Dade Lunsford, Jason P. Sheehan, Jeff Hammerbacher, Douglas Kondziolka
Software Mentions: 1
Published: over 10 years ago
10.1038/srep23909
Granuphilin exclusively mediates functional granule docking to the plasma membraneCited by: 21
Author(s): Kouichi Mizuno, Takuji Fujita, Hiroshi Gomi, Tetsuro Izumi
Software Mentions: 1
Published: over 10 years ago
10.3390/molecules25204645
Docking and QSAR of Aminothioureas at the SARS-CoV-2 S-Protein–Human ACE2 Receptor InterfaceCited by: 5
Author(s): W Płonka, Agata Paneth, Piotr Paneth
Software Mentions: 1
Published: almost 6 years ago
10.1038/srep33883
An Automated Microwell Platform for Large-Scale Single Cell RNA-SeqCited by: 100
Author(s): Jinzhou Yuan, Peter A. Sims
Software Mentions: 1
Published: almost 10 years ago
10.3390/molecules25061317
Prediction Model of Aryl Hydrocarbon Receptor Activation by a Novel QSAR Approach, DeepSnap–Deep LearningCited by: 16
Author(s): Yasunari Matsuzaka, Takeshi Hosaka, Anna Ogaito, Kouichi Yoshinari, Yoshihiro Uesawa
Software Mentions: 1
Published: over 6 years ago
10.3390/molecules24183268
Near-Infrared Hyperspectral Imaging Combined with Deep Learning to Identify Cotton Seed VarietiesCited by: 66
Author(s): Susu Zhu, Lei Zhou, Pan Gao, Yukun Bao, Yong He, Feng Liu
Software Mentions: 1
Published: about 7 years ago
10.2196/16129
Precision Health–Enabled Machine Learning to Identify Need for Wraparound Social Services Using Patient- and Population-Level Data Sets: Algorithm Development and ValidationCited by: 11
Author(s): Suranga Nath Kasthurirathne, Shaun J. Grannis, Paul K. Halverson, Justin Morea, Nir Menachemi, Joshua R. Vest
Software Mentions: 1
Published: about 6 years ago
10.1038/srep43704
Functional MRI in Awake Dogs Predicts Suitability for Assistance WorkCited by: 32
Author(s): Gregory S. Berns, Andrew M. Brooks, Mark Spivak, Kerinne Levy
Software Mentions: 1
Published: over 9 years ago
10.2196/22649
Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning ApproachCited by: 4
Author(s): Sina Rashidian, Kayley Abell-Hart, Janos Hajagos, Richard A. Moffitt, Veena Lingam, Víctor García, Chao-Wei Tsai, Fusheng Wang, Xinyu Dong, Siao Sun, Jianyuan Deng, Rajarsi Gupta, Joshua D. Miller, Joel Saltz, Mary Saltz
Software Mentions: 1
Published: over 5 years ago
10.1038/srep46321
Complete fold annotation of the human proteome using a novel structural feature spaceCited by: 5
Author(s): Sarah A. Middleton, Joseph Illuminati, Junhyong Kim
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-017-02307-w
Prediction of cognitive and motor outcome of preterm infants based on automatic quantitative descriptors from neonatal MR brain imagesCited by: 22
Author(s): Pim Moeskops, Ivana Išgum, Kristin Keunen, Nathalie H.P. Claessens, Ingrid C. van Haastert, Floris Groenendaal, Linda S. de Vries, Max A. Viergever
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-017-04847-7
Identifying Human SIRT1 Substrates by Integrating Heterogeneous Information from Various SourcesCited by: 15
Author(s): Zichao Zhai, Ming Tang, Yue Yang, Ming Lu, Wei‐Guo Zhu, Tingting Li
Software Mentions: 1
Published: about 9 years ago
10.1038/s41598-017-05557-w
Multiple Ligand-Bound States of a Phosphohexomutase Revealed by Principal Component Analysis of NMR Peak ShiftsCited by: 8
Author(s): Jia Xu, Akella V. S. Sarma, Yirui Wei, Lesa J. Beamer, Steven R. Van Doren
Software Mentions: 1
Published: about 9 years ago
10.1038/s41598-017-06692-0
ADME-Space: a new tool for medicinal chemists to explore ADME propertiesCited by: 55
Author(s): Giovanni Bocci, Emanuele Carosati, Philippe Vayer, Alban Arrault, Sylvain Lozano, Gabriele Cruciani
Software Mentions: 1
Published: about 9 years ago
10.1038/s41598-017-08660-0
Rapid phenotypic individualization of bacterial sister cellsCited by: 18
Author(s): Sander K. Govers, Antoine Adam, Hendrik Blockeel, Abram Aertsen
Software Mentions: 1
Published: about 9 years ago
10.3390/molecules26123630
Cytotoxicity Induction by the Oxidative Reactivity of Nanoparticles Revealed by a Combinatorial GNP Library with Diverse Redox PropertiesCited by: 3
Author(s): Shenqing Wang, Xiliang Yan, Gaoxing Su, Bing Yan
Software Mentions: 1
Published: about 5 years ago
10.2196/22661
Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing AnalysisCited by: 9
Author(s): Shogo Ujiie, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
Software Mentions: 1
Published: almost 6 years ago
10.3390/molecules26175272
Electronic Nose Differentiation between Quercus robur Acorns Infected by Pathogenic Oomycetes Phytophthora plurivora and Pythium intermediumCited by: 4
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Przemysław Wacławik, Tomasz Oszako, Sławomir Ślusarski, Miłosz Tkaczyk, Marcin Stocki
Software Mentions: 1
Published: about 5 years ago
10.3390/molecules26185647
Markov State Models and Molecular Dynamics Simulations Provide Understanding of the Nucleotide-Dependent Dimerization-Based Activation of LRRK2 ROC DomainCited by: 10
Author(s): Xinyi Li, Zengxin Qi, Duan Ni, Shaoyong Lu, Liang Chen, Xiangyu Chen
Software Mentions: 1
Published: almost 5 years ago
10.1038/s41598-017-15622-z
Hydrogen adsorption on doped MoS2 nanostructuresCited by: 57
Author(s): Mikko Hakala, Rasmus Kronberg, Kari Laasonen
Software Mentions: 1
Published: almost 9 years ago
10.3390/molecules23020482
Antimicrobial and Antibiofilm Activity and Machine Learning Classification Analysis of Essential Oils from Different Mediterranean Plants against Pseudomonas aeruginosaCited by: 58
Author(s): Marco Artini, Alexandros Patsilinakos, Rosanna Papa, Mijat Božović, Manuela Sabatino, Stefania Garzoli, Gianluca Vrenna, Marco Tilotta, Federico Pepi, Rino Ragno, Laura Selan
Software Mentions: 1
Published: over 8 years ago
10.3390/molecules23102487
Efficient Computation of Free Energy Surfaces of Diels–Alder Reactions in Explicit Solvent at Ab Initio QM/MM LevelCited by: 8
Author(s): Pengfei Li, Fengjiao Liu, Xiangyu Jia, Yihan Shao, Wenjing Hu, Jun Zheng, Mei Ye
Software Mentions: 1
Published: almost 8 years ago
10.1038/s41598-017-16674-x
Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health recordsCited by: 66
Author(s): Daniel Bean, Honghan Wu, Ehtesham Iqbal, Olubanke Dzahini, Zina Ibrahim, Matthew Broadbent, Robert Stewart, Richard Dobson
Software Mentions: 1
Published: almost 9 years ago
10.1038/s41598-017-17299-w
A Universal 3D Voxel Descriptor for Solid-State Material Informatics with Deep Convolutional Neural NetworksCited by: 45
Author(s): Seiji Kajita, Nobuko Ohba, Ryosuke Jinnouchi, Ryoji Asahi
Software Mentions: 1
Published: almost 9 years ago
10.1038/s41598-017-17451-6
Automated tracking to measure behavioural changes in pigs for health and welfare monitoringCited by: 94
Author(s): Stephen G. Matthews, Amy Miller, Thomas Plötz, Ι. Kyriazakis
Software Mentions: 1
Published: over 8 years ago
10.3390/molecules23051137
Fingerprint-Based Machine Learning Approach to Identify Potent and Selective 5-HT2BR LigandsCited by: 18
Author(s): Krzysztof Rataj, Ádám Andor Kelemen, José Brea, Marı́a Isabel Loza, Andrzej J. Bojarski, György M. Keserű
Software Mentions: 1
Published: over 8 years ago
10.1038/s41598-017-18993-5
Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approachCited by: 31
Author(s): Rémy Vandaele, Jessica Aceto, Marc Müller, Frédérique Péronnet, Vincent Debat, Ching-Wei Wang, Chih Cheng Huang, Sébastien Jodogne, Philippe Martinive, Pierre Geurts, Raphaël Marée
Software Mentions: 1
Published: over 8 years ago
10.1038/s41598-017-18972-w
Developing an in silico minimum inhibitory concentration panel test for Klebsiella pneumoniaeCited by: 117
Author(s): M. Nguyen, Thomas Brettin, S. Wesley Long, James M. Musser, Randall J. Olsen, Robert Olson, Maulik Shukla, Rick Stevens, Fangfang Xia, Hyunseung Yoo, James J. Davis
Software Mentions: 1
Published: over 8 years ago
10.1186/s12859-020-03844-4
Prediction of enhancer–promoter interactions using the cross-cell type information and domain adversarial neural networkCited by: 13
Author(s): Jing Fang, Shaowu Zhang, Shihua Zhang
Software Mentions: 1
Published: almost 6 years ago
10.1038/s41598-018-21011-x
Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated CircuitsCited by: 37
Author(s): Andrew Katumba, Jelle Heyvaert, Bendix Schneider, Sarah Uvin, Joni Dambre, Peter Bienstman
Software Mentions: 1
Published: over 8 years ago
10.1038/s41598-018-21544-1
Machine learning for the meta-analyses of microbial pathogens’ volatile signaturesCited by: 35
Author(s): Susana Palma, Ana P. Traguedo, Ana R. Porteira, María Joáo Frias, Hugo Gamboa, Ana C. A. Roque
Software Mentions: 1
Published: over 8 years ago
10.1038/s41598-018-21640-2
FISSA: A neuropil decontamination toolbox for calcium imaging signalsCited by: 55
Author(s): Sander W. Keemink, Scott Lowe, Janelle M.P. Pakan, Evelyn Dylda, Mark C. W. van Rossum, Nathalie L. Rochefort
Software Mentions: 1
Published: over 8 years ago
10.1038/s41598-018-21541-4
Creating a 3D microbial and chemical snapshot of a human habitatCited by: 30
Author(s): Clifford A. Kapono, James T. Morton, Amina Bouslimani, Alexey V. Melnik, Kayla Orlinsky, Tal Luzzatto Knaan, Neha Garg, Yoshiki Vázquez-Baeza, Ivan Protsyuk, Stefan Janssen, Quanyin Zhu, Theodore Alexandrov, Larry Smarr, Rob Knight, Pieter C. Dorrestein
Software Mentions: 1
Published: over 8 years ago
10.3390/molecules26072098
MetaTREE, a Novel Database Focused on Metabolic Trees, Predicts an Important Detoxification Mechanism: The Glutathione ConjugationCited by: 2
Author(s): Angelica Mazzolari, Luca Sommaruga, Alessandro Pedretti, Giulio Vistoli
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-018-22240-w
Prediction and characterization of human ageing-related proteins by using machine learningCited by: 40
Author(s): Csaba Kerepesi, Bálint Daróczy, Ádám Sturm, Tibor Vellai, András A. Benczúr
Software Mentions: 1
Published: over 8 years ago
10.3390/molecules26175131
Computational Prediction of Compound–Protein Interactions for Orphan Targets Using CGBVSCited by: 1
Author(s): Chisato Kanai, Enzo Kawasaki, Ryuta Murakami, Yusuke Morita, Atsushi Yoshimori
Software Mentions: 1
Published: about 5 years ago
10.3390/molecules201119679
Extremely Randomized Machine Learning Methods for Compound Activity PredictionCited by: 9
Author(s): Wojciech Marian Czarnecki, Sabina Podlewska, Andrzej J. Bojarski
Software Mentions: 1
Published: almost 11 years ago
10.1038/s41598-018-25523-4
Statistical learning of mobility patterns from long-term monitoring of locomotor behaviour with body-worn sensorsCited by: 3
Author(s): Sayantan Ghosh, Tim Fleiner, Eleftheria Giannouli, Uwe Jaekel, Sabato Mellone, Peter Häussermann, Wiebren Zijlstra
Software Mentions: 1
Published: over 8 years ago
10.2196/15794
Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record–Based Computable Phenotype Derivation and Validation StudyCited by: 18
Author(s): David Chartash, Hyung Paek, James Dziura, Bill K. Ross, Daniel Nogee, Eric Boccio, Cory Hines, Aaron M. Schott, Molly Moore Jeffery, Mehul D. Patel, Timothy F. Platts‐Mills, Osama M. Ahmed, Cynthia Brandt, Katherine Couturier, Edward R. Melnick
Software Mentions: 1
Published: almost 7 years ago
10.1186/s12859-018-2414-9
Distinguishing crystallographic from biological interfaces in protein complexes: role of intermolecular contacts and energetics for classificationCited by: 27
Author(s): Katarina Elez, Alexandre M. J. J. Bonvin, Anna Vangone
Software Mentions: 1
Published: almost 8 years ago
10.1093/molbev/msab111
Predictive Models of Genetic Redundancy in <i>Arabidopsis thaliana</i>Cited by: 12
Author(s): Siobhan A. Cusack, Peipei Wang, Serena G. Lotreck, Bethany M. Moore, Fanrui Meng, Jeffrey K. Conner, Patrick J. Krysan, Melissa D. Lehti-Shiu, Shin-Han Shiu
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-018-2267-2
DeepSort: deep convolutional networks for sorting haploid maize seedsCited by: 54
Author(s): Balaji Veeramani, John W. Raymond, Pritam Chanda
Software Mentions: 1
Published: about 8 years ago
10.1038/s41598-018-28665-7
Metabolic Phenotyping and Strain Characterisation of Pseudomonas aeruginosa Isolates from Cystic Fibrosis Patients Using Rapid Evaporative Ionisation Mass SpectrometryCited by: 21
Author(s): Emmanuelle Bardin, Simon Cameron, Alvaro Perdones‐Montero, Kate Hardiman, Frances Bolt, Ewfw Alton, Andrew Bush, Jane C. Davies, Zoltán Takáts
Software Mentions: 1
Published: about 8 years ago
10.1186/s13229-021-00456-4
Neurite orientation dispersion and density imaging reveals white matter microstructural alterations in adults with autismCited by: 12
Author(s): Christina Andica, Koji Kamagata, Eiji Kirino, Wataru Uchida, Ryusuke Irie, Syo Murata, Shigeki Aoki
Software Mentions: 1
Published: about 5 years ago
10.1038/s41598-018-30221-2
No evidence for confounding orientation-dependent fixational eye movements under baseline conditionsCited by: 5
Author(s): Jordy Thielen, Rob van Lier, Marcel van Gerven
Software Mentions: 1
Published: about 8 years ago
10.1186/s13229-017-0180-6
Sparsifying machine learning models identify stable subsets of predictive features for behavioral detection of autismCited by: 68
Author(s): S. Lévy, Marlena Duda, Nick Haber, Dennis P. Wall
Software Mentions: 1
Published: almost 9 years ago
10.1038/s41598-018-31861-0
Visualisation and analysis of hepatitis C virus non-structural proteins using super-resolution microscopyCited by: 5
Author(s): C. J. Bartlett, Alistair Curd, Michelle Peckham, Mark Harris
Software Mentions: 1
Published: almost 8 years ago
10.1186/s13229-020-0312-2
Children with autism spectrum disorder produce more ambiguous and less socially meaningful facial expressions: an experimental study using random forest classifiersCited by: 21
Author(s): Charline Grossard, Arnaud Dapogny, David Cohen, Sacha Bernheim, Estelle Juillet, Fanny Hamel, Stéphanie Hun, J. Bourgeois, Hugues Pellerin, Sylvie Serret, Kévin Bailly, Laurence Chaby
Software Mentions: 1
Published: over 6 years ago
10.1038/s41598-018-31920-6
A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictorCited by: 43
Author(s): Marco Podda, Davide Bacciu, Alessio Micheli, Roberto Bellù, Giulia Placidi, Luigi Gagliardi
Software Mentions: 1
Published: almost 8 years ago
10.3390/microorganisms9010129
Utilizing Amino Acid Composition and Entropy of Potential Open Reading Frames to Identify Protein-Coding GenesCited by: 5
Author(s): Katelyn McNair, Carol L. Ecale Zhou, Brian Souza, Stephanie Malfatti, Robert A. Edwards
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-018-32834-z
Pattern to Knowledge: Deep Knowledge-Directed Machine Learning for Residue-Residue Interaction PredictionCited by: 6
Author(s): Andrew K. C. Wong, Antonio Sze-To, Gary L. Johanning
Software Mentions: 1
Published: almost 8 years ago
10.2196/24572
Development and Validation of a Machine Learning Approach for Automated Severity Assessment of COVID-19 Based on Clinical and Imaging Data: Retrospective StudyCited by: 33
Author(s): Juan C. Quiroz, You‐Zhen Feng, Zhong‐Yuan Cheng, Dana Rezazadegan, Ping-Kang Chen, Qi‐Ting Lin, Long Qian, Xiaofang Liu, Shlomo Berkovsky, Enrico Coiera, Lei Song, Xiaoming Qiu, Sidong Liu, Xiang‐Ran Cai
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-018-34164-6
MRI Compatibility: Automatic Brain Shunt Valve Recognition using Feature Engineering and Deep Convolutional Neural NetworksCited by: 8
Author(s): Luca Giancardo, Octavio Arevalo, Andrea Tenreiro, Roy Riascos, Eliana Bonfante
Software Mentions: 1
Published: almost 8 years ago
10.3390/microorganisms8091445
Development of a High-Resolution Single-Nucleotide Polymorphism Strain-Typing Assay Using Whole Genome-Based Analyses for the Lactobacillus acidophilus Probiotic StrainCited by: 3
Author(s): Chien‐Hsun Huang, Chih-Chieh Chen, Shih‐Hau Chiu, Jong‐Shian Liou, Yu‐Chun Lin, Jin‐Seng Lin, Lina Huang, Koichi Watanabe
Software Mentions: 1
Published: almost 6 years ago
10.3390/microorganisms9030587
Assessing the Biofilm Formation Capacity of the Wine Spoilage Yeast Brettanomyces bruxellensis through FTIR SpectroscopyCited by: 6
Author(s): Maria Dimopoulou, Vasiliki Kefalloniti, Panagiοtis Tsakanikas, Séraphim Papanikolaou
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-020-03660-w
A unified framework for packing deformable and non-deformable subcellular structures in crowded cryo-electron tomogram simulationCited by: 4
Author(s): Sinuo Liu, Xiaojuan Ban, Xiangrui Zeng, Fengnian Zhao, Yuan Gao, Wenjie Wu, Hong-Pan Zhang, Feiyang Chen, Thomas Hall, Xin Gao, Min Xu
Software Mentions: 1
Published: almost 6 years ago
10.3390/mi10050311
Self-Learning Microfluidic Platform for Single-Cell Imaging and Classification in FlowCited by: 12
Author(s): Iordania Constantinou, Michael Jendrusch, Théo Aspert, Frederik Gőrlitz, André Schulze, Gilles Charvin, Michael Knop
Software Mentions: 1
Published: over 7 years ago
10.1186/s40168-018-0565-6
Ecologically informed microbial biomarkers and accurate classification of mixed and unmixed samples in an extensive cross-study of human body sitesCited by: 21
Author(s): Janko Tackmann, Natasha Arora, Thomas Sebastian Benedikt Schmidt, João F. Matias Rodrigues, Christian von Mering
Software Mentions: 1
Published: almost 8 years ago
10.1038/s41598-018-36245-y
Co-existence of multiple bacterivorous clevelandellid ciliate species in hindgut of wood-feeding cockroaches in light of their prokaryotic consortiumCited by: 14
Author(s): Peter Vďačný, Emese Érseková, Katarína Šoltýs, Jaroslav Budiš, Lukáš Pecina, Ivan Rurik
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-018-37241-y
Label-free classification of neurons and glia in neural stem cell cultures using a hyperspectral imaging microscopy combined with machine learningCited by: 4
Author(s): Hiroshi Ogi, Sanzo Moriwaki, Masahiko Kokubo, Yuichiro Hikida, Kyoko Itoh
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-018-37794-y
A data-informatics method to quantitatively represent ternary eutectic microstructuresCited by: 5
Author(s): Irmak Sargin, Scott P. Beckman
Software Mentions: 1
Published: over 7 years ago
10.2196/medinform.6373
Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert AnnotationsCited by: 11
Author(s): Jinying Chen, Jiaping Zheng, Hong Yu
Software Mentions: 1
Published: almost 10 years ago
10.1186/s40168-015-0114-5
Phylogenetic approaches to microbial community classificationCited by: 38
Author(s): Jie Ning, Robert G. Beiko
Software Mentions: 1
Published: almost 11 years ago
10.1099/mgen.0.000483
NonClasGP-Pred: robust and efficient prediction of non-classically secreted proteins by integrating subset-specific optimal models of imbalanced dataCited by: 3
Author(s): Chao Wang, Jin Wu, Lei Xu, Quan Zou
Software Mentions: 1
Published: almost 6 years ago
10.3390/metabo9110270
Metabolomics Test Materials for Quality Control: A Study of a Urine Materials SuiteCited by: 12
Author(s): Daniel W. Bearden, David A. Sheen, Yamil Simón‐Manso, Bruce A. Benner, Wérickson Fortunato de Carvalho Rocha, Nikša Blonder, Katrice A. Lippa, Richard D. Beger, Laura K. Schnackenberg, Jinchun Sun, Khyati Y. Mehta, Amrita K. Cheema, Haiwei Gu, Ramesh Marupaka, G. A. Nagana Gowda, Daniel Raftery
Software Mentions: 1
Published: almost 7 years ago
10.1186/s12859-018-2466-x
Using natural language processing and machine learning to identify breast cancer local recurrenceCited by: 49
Author(s): Zexian Zeng, Sasa Espino, Ankita Roy, Xiaoyü Li, Seema A. Khan, Susan E. Clare, Xia Jiang, Richard E. Neapolitan, Yuan Luo
Software Mentions: 1
Published: almost 8 years ago
10.1038/s41598-019-38498-7
Predicting protein-peptide interaction sites using distant protein complexes as structural templatesCited by: 35
Author(s): Isak Johansson-Åkhe, Claudio Mirabello, Björn Wallner
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-019-41150-z
A substitute variety for agronomically and medicinally important Serenoa repens (saw palmetto)Cited by: 4
Author(s): Yogini Jaiswal, Daniel L. Weber, Aaron Yerke, Ye Xue, Danielle Lehman, Taufika Islam Williams, Tiqiao Xiao, Daniel Haddad, Leonard Williams
Software Mentions: 1
Published: over 7 years ago
10.3390/metabo10060261
The Biochemical Profile of Post-Mortem Brain from People Who Suffered from Epilepsy Reveals Novel Insights into the Etiopathogenesis of the DiseaseCited by: 6
Author(s): Ashna Lalwani, Ali Yılmaz, Halil Bişğin, Zafer Ugur, Sümeyya Akyol, Stewart F. Graham
Software Mentions: 1
Published: about 6 years ago
10.1038/s41598-019-41500-x
Automatic diagnosis of neurological diseases using MEG signals with a deep neural networkCited by: 26
Author(s): Jun-ichi Aoe, Ryohei Fukuma, Takufumi Yanagisawa, Tatsuya Harada, Miyuu Tanaka, Maki Kobayashi, You Inoue, Shota Yamamoto, Yozo Ohnishi, Haruhiko Kishima
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-019-42125-w
Supervised machine learning of ultracold atoms with speckle disorderCited by: 21
Author(s): Sebastiano Pilati, P. Pieri
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-019-42384-7
Exploiting the interplay between cross-sectional and longitudinal data in Class III malocclusion patientsCited by: 4
Author(s): Enrico Barelli, Ennio Ottaviani, Pietro Auconi, Guido Caldarelli, Veronica Giuntini, James A. McNamara, Lorenzo Franchi
Software Mentions: 1
Published: over 7 years ago
10.1097/MD.0000000000019428
Development and validation of a radiomics model based on T2WI images for preoperative prediction of microsatellite instability status in rectal cancerCited by: 12
Author(s): Zixing Huang, Wei Zhang, Du He, Xing Chen, Tian Song, Hongkun Yin, Bin Song
Software Mentions: 1
Published: over 6 years ago
10.2196/29986
Ambulatory Risk Models for the Long-Term Prevention of Sepsis: Retrospective StudyCited by: 1
Author(s): Jewel Y Lee, Sevda Molani, Chen Fang, Kathleen Jade, D. Shane O’Mahony, Sergey A. Kornilov, Lindsay T Mico, Jennifer Hadlock
Software Mentions: 1
Published: about 5 years ago
10.1038/s41598-019-43525-8
Automatic discovery of image-based signatures for ipilimumab response prediction in malignant melanomaCited by: 36
Author(s): Nathalie Harder, Ralf Schönmeyer, Katharina Nekolla, Armin Meier, Nicolas Brieu, Carolina Vanegas, Gabriele Madonna, Mariaelena Capone, Gerardo Botti, Paolo A. Ascierto, Günter Schmidt
Software Mentions: 1
Published: over 7 years ago
10.1097/MD.0000000000017392
Predicting weaning difficulty for planned extubation patients with an artificial neural networkCited by: 11
Author(s): Meng Hsuen Hsieh, Meng Ju Hsieh, Ai‐Chin Cheng, Chin‐Ming Chen, Chih-Chang Hsieh, Chien‐Ming Chao, Chih‐Cheng Lai, Kuo-Chen Cheng, Willy Chou
Software Mentions: 1
Published: almost 7 years ago
10.1038/s41598-019-44375-0
Randomly weighted receptor inputs can explain the large diversity of colour-coding neurons in the bee visual systemCited by: 7
Author(s): Vera Vasas, Fei Peng, HaDi MaBouDi, Lars Chittka
Software Mentions: 1
Published: over 7 years ago
10.3390/medicina57020099
A Machine Learning-Based Investigation of Gender-Specific Prognosis of Lung CancersCited by: 9
Author(s): Yueying Wang, Shuai Liu, Zhao Wang, Yongchang Fan, Jingxuan Huang, Lan Huang, Zhijun Li, Xinwei Li, Mengdi Jin, Qiong Yu, Fengfeng Zhou
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.26023
Topological analysis of multicellular complexity in the plant hypocotylCited by: 33
Author(s): Matthew D. B. Jackson, Hao Xu, Salva Duran-Nebreda, Petra Stamm, George W. Bassel
Software Mentions: 1
Published: about 9 years ago
10.1038/s41598-019-45119-w
Identifying pre-disease signals before metabolic syndrome in mice by dynamical network biomarkersCited by: 29
Author(s): Keiichi Koizumi, Makito Oku, Satoru Hayashi, Akiko Inujima, Naotoshi Shibahara, Luonan Chen, Yoshiko Igarashi, Kazuyuki Tobe, Shigeru Saito, Makoto Kadowaki, Kazuyuki Aihara
Software Mentions: 1
Published: about 7 years ago
10.1038/s41598-019-46562-5
Tradeoffs and Compatibilities of Chemical Properties in CpHqFrOs SystemCited by: 1
Author(s): Yasuharu Okamoto
Software Mentions: 1
Published: about 7 years ago
10.1007/s00216-021-03179-w
Spatially aware clustering of ion images in mass spectrometry imaging data using deep learningCited by: 16
Author(s): Wanqiu Zhang, Marc Claesen, Thomas Moerman, M. Reid Groseclose, Etienne Waelkens, Bart De Moor, Nico Verbeeck
Software Mentions: 1
Published: over 5 years ago
10.3390/ma14081822
A Strategy for Dimensionality Reduction and Data Analysis Applied to Microstructure–Property Relationships of Nanoporous MetalsCited by: 9
Author(s): N. Huber
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-019-47747-8
Hydrodynamic object identification with artificial neural modelsCited by: 9
Author(s): Sreetej Lakkam, B T Balamurali, Roland Bouffanais
Software Mentions: 1
Published: about 7 years ago
10.1038/s41598-019-48093-5
Worldwide human mitochondrial haplogroup distribution from urban sewageCited by: 11
Author(s): Orsolya Pipek, Anna Medgyes-Horváth, László Dobos, József Stéger, János M. Szalai-Gindl, Dávid Visontai, Rolf Sommer Kaas, Marion Koopmans, René S. Hendriksen, Frank Møller Aarestrup, István Csabai
Software Mentions: 1
Published: about 7 years ago
10.1186/s13195-020-00715-1
Combination of snapshot hyperspectral retinal imaging and optical coherence tomography to identify Alzheimer’s disease patientsCited by: 21
Author(s): Sophie Lemmens, Toon Van Craenendonck, Jan Van Eijgen, Lies De Groef, Rose Bruffaerts, Danilo Andrade De Jesus, Wouter Charle, Murali Jayapala, Gordana Sunaric-Mégevand, Arnout Standaert, Jan Theunis, Karel Van Keer, Mathieu Vandenbulcke, Lieve Moons, Rik Vandenberghe, Patrick De Boever, Ingeborg Stalmans
Software Mentions: 1
Published: almost 6 years ago
10.1038/s41598-019-48295-x
Reconstructing commuters network using machine learning and urban indicatorsCited by: 36
Author(s): Gabriel Spadon, André C. P. L. F. de Carvalho, José F. Rodrigues-Jr, Luiz G. A. Alves
Software Mentions: 1
Published: about 7 years ago
10.1038/s41598-019-48263-5
Artificial intelligence predicts the progression of diabetic kidney disease using big data machine learningCited by: 104
Author(s): Masaki Miyamoto, Ryo Yoshimoto, Masaki Ono, Toshinari Itoko, Takayuki Katsuki, Akira Koseki, Mineichi Kudo, Kyoichi Haida, Jun Kuroda, Ryosuke Yanagiya, Eiichi Saitoh, Kiyotaka Hoshinaga, Yukio Yuzawa, Atsushi Suzuki
Software Mentions: 1
Published: about 7 years ago
10.2196/16042
Clinical Annotation Research Kit (CLARK): Computable Phenotyping Using Machine LearningCited by: 6
Author(s): Emily R. Pfaff, Miles Crosskey, Kenneth D. Morton, Ashok Krishnamurthy
Software Mentions: 1
Published: over 6 years ago
10.3390/ma13153266
Analysis of Environmental Factors Affecting the Atmospheric Corrosion Rate of Low-Alloy Steel Using Random Forest-Based ModelsCited by: 9
Author(s): Luchun Yan, Yupeng Diao, Kewei Gao
Software Mentions: 1
Published: about 6 years ago