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
10.1186/s12880-021-00654-9
Potential of high dimensional radiomic features to assess blood components in intraaortic vessels in non-contrast CT scansCited by: 5
Author(s): Scherwin Mahmoudi, Simon S. Martin, Jörg Ackermann, Yauheniya Zhdanovich, Ina Koch, Thomas J. Vogl, Moritz H. Albrecht, Lukas Lenga, Simon Bernatz
Software Mentions: 3
Published: about 5 years ago
10.3390/microorganisms8030438
The Interplay between Mucosal Microbiota Composition and Host Gene-Expression is Linked with Infliximab Response in Inflammatory Bowel DiseasesCited by: 41
Author(s): Nikolas Dovrolis, George Michalopoulos, George Theodoropoulos, Konstantinos Arvanitidis, George Kolios, Leonardo Antonio Sechi, Aristidis G. Eliopoulos, Maria Gazouli
Software Mentions: 3
Published: over 6 years ago
10.3389/fonc.2020.00592
A Computed Tomography-Based Radiomics Nomogram to Preoperatively Predict Tumor Necrosis in Patients With Clear Cell Renal Cell CarcinomaCited by: 3
Author(s): Yi Jiang, Wuchao Li, Chencui Huang, Chong Tian, Qi Chen, Xian‐Chun Zeng, Yin Chen, Yi Chen, Yintong Yang, Heng Liu, Yonghua Bo, Chenggong Luo, Yiming Li, Tijiang Zhang, Rongping Wang
Software Mentions: 3
Published: about 6 years ago
10.2196/26892
Constructing High-Fidelity Phenotype Knowledge Graphs for Infectious Diseases With a Fine-Grained Semantic Information Model: Development and Usability StudyCited by: 6
Author(s): Lizong Deng, Luming Chen, Tao Yang, Mi Liu, Shicheng Li, Taijiao Jiang
Software Mentions: 3
Published: about 5 years ago
10.3389/fonc.2021.621278
Subgroup-Independent Mapping of Renal Cell Carcinoma—Machine Learning Reveals Prognostic Mitochondrial Gene Signature Beyond Histopathologic BoundariesCited by: 30
Author(s): André Marquardt, Antonio Giovanni Solimando, Alexander Kerscher, Max Bittrich, Charis Kalogirou, Hubert Kübler, Andreas Rosenwald, Ralf C. Bargou, Philip Kollmannsberger, Bastian Schilling, Svenja Meierjohann, Markus Krebs
Software Mentions: 3
Published: over 5 years ago
10.3389/fonc.2021.661244
DeepCUBIT: Predicting Lymphovascular Invasion or Pathological Lymph Node Involvement of Clinical T1 Stage Non-Small Cell Lung Cancer on Chest CT Scan Using Deep Cubical Nodule Transfer Learning AlgorithmCited by: 5
Author(s): Kyongmin Sarah Beck, Bomi Gil, Sae Jung Na, Ji Hyung Hong, Sang Hoon Chun, Ho Jung An, Jae Jun Kim, Soon Auck Hong, Bora Lee, Won Sang Shim, Sung Soo Park, Yoon Ho Ko
Software Mentions: 3
Published: about 5 years ago
10.1107/S1399004715004241
Using support vector machines to improve elemental ion identification in macromolecular crystal structuresCited by: 4
Author(s): Nader Morshed, Nathaniel Echols, Paul D. Adams
Software Mentions: 3
Published: over 11 years ago
10.3389/fonc.2018.00035
Design and Selection of Machine Learning Methods Using Radiomics and Dosiomics for Normal Tissue Complication Probability Modeling of XerostomiaCited by: 96
Author(s): Hubert S. Gabryś, Florian Buettner, Florian Sterzing, Henrik Hauswald, Mark Bangert
Software Mentions: 3
Published: over 8 years ago
10.2196/11990
Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data ImbalanceCited by: 24
Author(s): Jinying Chen, John P. Lalor, Weisong Liu, Emily Druhl, Edgard A. Granillo, Varsha G Vimalananda, Hong Yu
Software Mentions: 3
Published: over 7 years ago
10.1186/s12920-017-0264-3
Taking promoters out of enhancers in sequence based predictions of tissue-specific mammalian enhancersCited by: 7
Author(s): Julia Herman-Iżycka, Michał Wlasnowolski, Bartek Wilczyński
Software Mentions: 3
Published: over 9 years ago
10.1186/s40168-018-0450-3
Similarity of the dog and human gut microbiomes in gene content and response to dietCited by: 185
Author(s): Luís Pedro Coelho, Jens Roat Kultima, Paul Igor Costea, Coralie Fournier, Yuanlong Pan, Gail L. Czarnecki-Maulden, Matthew R. Hayward, Kristoffer Forslund, Thomas Sebastian Benedikt Schmidt, Patrick Descombes, Janet R. Jackson, Qinghong Li, Peer Bork
Software Mentions: 3
Published: over 8 years ago
10.3389/fonc.2019.00821
CT-Based Radiomics Signature for the Preoperative Discrimination Between Head and Neck Squamous Cell Carcinoma GradesCited by: 36
Author(s): Wenli Wu, Junyong Ye, Qi Wang, Jin Luo, Shengsheng Xu
Software Mentions: 3
Published: almost 7 years ago
10.2196/26139
Use of Multiprognostic Index Domain Scores, Clinical Data, and Machine Learning to Improve 12-Month Mortality Risk Prediction in Older Hospitalized Patients: Prospective Cohort StudyCited by: 9
Author(s): Richard Woodman, Kimberley Bryant, Michael J. Sorich, Alberto Pilotto, Arduino A. Mangoni
Software Mentions: 3
Published: about 5 years ago
10.1016/j.mex.2020.100920
Training LSTM-neural networks on early warning signals of declining cooperation in simulated repeated public good gamesCited by: 5
Author(s): Manfred Füllsack, Marie Lisa Kapeller, Simon Plakolb, Georg Jäger
Software Mentions: 3
Published: over 6 years ago
10.2196/19263
Efficiency of Computer-Aided Facial Phenotyping (DeepGestalt) in Individuals With and Without a Genetic Syndrome: Diagnostic Accuracy StudyCited by: 19
Author(s): Jean Tori Pantel, Nurulhuda Hajjir, Magdalena Danyel, Jonas Elsner, Angela Teresa Abad-Perez, Peter C. Hansen, Stefan Mundlos, Malte Spielmann, Denise Horn, Claus‐Eric Ott, Martin A. Mensah
Software Mentions: 3
Published: almost 6 years ago
10.2196/17087
Investigation of Geographic and Macrolevel Variations in LGBTQ Patient Experiences: Longitudinal Social Media AnalysisCited by: 8
Author(s): Yulin Hswen, Amanda Zhang, Kara Sewalk, Gaurav Tuli, John S. Brownstein, Joseph E. Hawkins
Software Mentions: 3
Published: about 6 years ago
10.1186/s12920-019-0613-5
Improved cell composition deconvolution method of bulk gene expression profiles to quantify subsets of immune cellsCited by: 19
Author(s): Yen Jung Chiu, Yi Hsuan Hsieh, Yen Hua Huang
Software Mentions: 3
Published: over 6 years ago
10.2196/26075
Predictability of COVID-19 Hospitalizations, Intensive Care Unit Admissions, and Respiratory Assistance in Portugal: Longitudinal Cohort StudyCited by: 10
Author(s): André Patrício, Rafael S. Costa, Rui Henriques
Software Mentions: 3
Published: over 5 years ago
10.3389/fnins.2021.691244
MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical PhenotypesCited by: 9
Author(s): Martin Bretzner, Anna K. Bonkhoff, Markus D. Schirmer, Sungmin Hong, Adrian V. Dalca, Kathleen Donahue, Anne‐Katrin Giese, Mark R. Etherton, Pamela M. Rist, Marco Nardin, Rǎzvan V. Marinescu, Clinton Wang, Robert W Regenhardt, Xavier Leclerc, Renaud Lopes, Oscar Benavente, John W. Cole, Amanda Donatti, Christoph J. Griessenauer, Laura Heitsch, Lukas Holmegaard, Katarina Jood, Jordi Jiménez‐Conde, Steven J. Kittner, Robin Lemmens, Christopher Levi, Patrick F. McArdle, Caitrin W. McDonough, James F. Meschia, Chia‐Ling Phuah, Arndt Rolfs, Stefan Ropele, Jonathan Rosand, Jaume Roquer, Tatjana Rundek, Ralph L. Sacco, Reinhold Schmidt, Pankaj Sharma, Agnieszka Słowik, Alessandro Sousa, Tara M. Stanne, Daniel Strbian, Turgut Tatlısumak, Vincent Thijs, Achala Vagal, Johan Wassélius, Daniel Woo, Ona Wu, Ramin Zand, Bradford B. Worrall, Jane Maguire, Arne Lindgren, Christina Jern, Polina Golland, Grégory Kuchcinski, Natalia S. Rost
Software Mentions: 3
Published: about 5 years ago
10.1371/journal.pone.0249423
Predicting student satisfaction of emergency remote learning in higher education during COVID-19 using machine learning techniquesCited by: 52
Author(s): Indy Man Kit Ho, K.Y. Cheong, Anthony Weldon
Software Mentions: 3
Published: over 5 years ago
10.3390/metabo10100416
A Python-Based Pipeline for Preprocessing LC–MS Data for Untargeted Metabolomics WorkflowsCited by: 22
Author(s): Gabriel Riquelme, Nicolás Zabalegui, Pablo Marchi, Christina M. Jones, Marı́a Eugenia Monge
Software Mentions: 3
Published: almost 6 years ago
10.2196/20645
Marrying Medical Domain Knowledge With Deep Learning on Electronic Health Records: A Deep Visual Analytics ApproachCited by: 15
Author(s): Rui Li, Changchang Yin, Samuel Yang, Buyue Qian, Ping Zhang
Software Mentions: 3
Published: almost 6 years ago
10.3390/metabo11010013
SeMPI 2.0—A Web Server for PKS and NRPS Predictions Combined with Metabolite Screening in Natural Product DatabasesCited by: 14
Author(s): Paul Zierep, Adriana Teresa Ceci, Ilia Dobrusin, Sinclair C Rockwell-Kollmann, Stefan Günther
Software Mentions: 3
Published: over 5 years ago
10.2196/27060
Prediction and Feature Importance Analysis for Severity of COVID-19 in South Korea Using Artificial Intelligence: Model Development and ValidationCited by: 25
Author(s): Ho Young Chung, Hoon Ko, Wu Seong Kang, Kyung Won Kim, Hooseok Lee, Chul Park, Hyun-Ok Song, Tae–Young Choi, Jae Ho Seo, Jin-Seok Lee
Software Mentions: 3
Published: over 5 years ago
10.2196/23390
Establishing Classifiers With Clinical Laboratory Indicators to Distinguish COVID-19 From Community-Acquired Pneumonia: Retrospective Cohort StudyCited by: 13
Author(s): Wanfa Dai, Peifeng Ke, Zhenzhen Li, Qi-Zhen Zhuang, Wei Huang, Yi Wang, Yujuan Xiong, Xianzhang Huang
Software Mentions: 3
Published: over 5 years ago
10.3390/metabo10100393
BALSAM—An Interactive Online Platform for Breath Analysis, Visualization and ClassificationCited by: 5
Author(s): Peter Weber, Josch Pauling, Markus List, Jan Baumbach
Software Mentions: 3
Published: almost 6 years ago
10.3390/ijms22137124
Single Copy Oligonucleotide Fluorescence In Situ Hybridization Probe Design Platforms: Development, Application and EvaluationCited by: 9
Author(s): Guanqing Liu, Tao Zhang
Software Mentions: 3
Published: about 5 years ago
10.3389/fneur.2020.578571
Cognitive Processing Impacts High Frequency Intracranial EEG Activity of Human Hippocampus in Patients With Pharmacoresistant Focal EpilepsyCited by: 5
Author(s): Jan Cimbálník, Martin Pail, Petr Klimeš, Vojtech Travnicek, Róbert Román, Adam Vajčner, Milan Brázdil
Software Mentions: 3
Published: almost 6 years ago
10.2196/12783
Tweet Classification Toward Twitter-Based Disease Surveillance: New Data, Methods, and EvaluationsCited by: 23
Author(s): Shoko Wakamiya, Mizuki Morita, Yoshinobu Kano, Tomoko Ohkuma, Eiji Aramaki
Software Mentions: 3
Published: over 7 years ago
10.3389/fninf.2016.00049
Pyrcca: Regularized Kernel Canonical Correlation Analysis in Python and Its Applications to NeuroimagingCited by: 54
Author(s): Natalia Y. Bilenko, Jack L. Gallant
Software Mentions: 3
Published: over 9 years ago
10.3389/fninf.2013.00012
Toward open sharing of task-based fMRI data: the OpenfMRI projectCited by: 277
Author(s): Russell A. Poldrack, M Deanna, James Mitchell, Tor D. Wager, Anthony D. Wagner, Joseph T. Devlin, Chad Cumba, Oluwasanmi Koyejo, Michael P. Milham
Software Mentions: 3
Published: over 13 years ago
10.1186/s12859-019-2892-4
MHCSeqNet: a deep neural network model for universal MHC binding predictionCited by: 48
Author(s): Poomarin Phloyphisut, Natapol Pornputtapong, Sira Sriswasdi, Ekapol Chuangsuwanich
Software Mentions: 3
Published: about 7 years ago
10.1371/journal.pone.0196615
An automated, high-throughput plant phenotyping system using machine learning-based plant segmentation and image analysisCited by: 73
Author(s): Unseok Lee, Sungyul Chang, Gian Anantrio Putra, Hyoungseok Kim, Dong Hwan Kim
Software Mentions: 3
Published: over 8 years ago
10.1371/journal.pone.0195798
Automatic lesion detection and segmentation of 18F-FET PET in gliomas: A full 3D U-Net convolutional neural network studyCited by: 105
Author(s): Paul Blanc-Durand, Axel Van Der Gucht, Niklaus Schaefer, Emmanuel Itti, John O. Prior
Software Mentions: 3
Published: over 8 years ago
10.3389/fnins.2019.01246
Whole-Brain Exploratory Analysis of Functional Task Response Following Erythropoietin Treatment in Mood Disorders: A Supervised Machine Learning ApproachCited by: 2
Author(s): Signe Tellerup Nielsen, Kristoffer Hougaard Madsen, Maj Vinberg, Lars Vedel Kessing, Hartwig R. Siebner, Kamilla Woznica Miskowiak
Software Mentions: 3
Published: over 6 years ago
10.2196/22635
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational StudyCited by: 174
Author(s): Daniel M. Low, Laurie Rumker, Tanya Talkar, John Torous, Guillermo A. Cecchi, Samik Ghosh
Software Mentions: 3
Published: almost 6 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
10.7554/eLife.08719
Molecular architecture of the yeast Mediator complexCited by: 133
Author(s): Philip J. Robinson, Michael J. Trnka, Riccardo Pellarin, Charles H. Greenberg, David Bushnell, Roger T. Davis, Alma L. Burlingame, Andrej Šali, Roger D. Kornberg
Software Mentions: 3
Published: almost 11 years ago
10.3390/ma14040713
On the Use of Machine Learning Models for Prediction of Compressive Strength of Concrete: Influence of Dimensionality Reduction on the Model PerformanceCited by: 34
Author(s): Zhi Wan, Yading Xu, Branko Šavija
Software Mentions: 3
Published: over 5 years ago
10.3389/fmicb.2020.616692
Tracking Major Sources of Water Contamination Using Machine LearningCited by: 7
Author(s): Jianyong Wu, Conghe Song, Eric A. Dubinsky, J R Stewart
Software Mentions: 3
Published: over 5 years ago
10.7554/eLife.57390
Population-scale proteome variation in human induced pluripotent stem cellsCited by: 38
Author(s): Bogdan Mirauta, Daniel D Seaton, Dalila Bensaddek, Alejandro Brenes, Marc Jan Bonder, Helena Kilpinen, Chukwuma A. Agu, Alex Alderton, Petr Danecek, Rachel Denton, Richard Durbin, Daniel J Gaffney, Ângela Gonçalves, Reena Halai, Sarah Harper, Christopher M. Kirton, Anja Kolb-Kokocinski, Andreas Leha, Shane McCarthy, Yasin Memari, Minal Patel, Ewan Birney, Francesco Paolo Casale, Laura Clarke, Peter W. Harrison, Helena Kilpinen, Ian Streeter, Davide Denovi, Oliver Stegle, Angus I. Lamond, Ruta Meleckyte, Natalie Moens, Fiona M. Watt, Willem H. Ouwehand, Philip L. Beales, Oliver Stegle, Angus I. Lamond
Software Mentions: 3
Published: about 6 years ago
10.3389/fmicb.2021.689987
Diversity and Eco-Evolutionary Associations of Endosymbiotic Astome Ciliates With Their Lumbricid Earthworm HostsCited by: 9
Author(s): Tomáš Obert, Ivan Rurik, Peter Vďačný
Software Mentions: 3
Published: about 5 years ago
10.7554/eLife.56053
Population coupling predicts the plasticity of stimulus responses in cortical circuitsCited by: 24
Author(s): Yann Sweeney, Claudia Clopath
Software Mentions: 3
Published: over 6 years ago
10.1371/journal.pone.0256152
Radiomics machine learning study with a small sample size: Single random training-test set split may lead to unreliable resultsCited by: 26
Author(s): Chansik An, Yae Won Park, Sung Soo Ahn, Kyunghwa Han, Hwiyoung Kim, Seung Koo Lee
Software Mentions: 3
Published: about 5 years ago
10.3390/ma13102317
Feature Importance of Stabilised Rammed Earth Components Affecting the Compressive Strength Calculated with Explainable Artificial Intelligence ToolsCited by: 27
Author(s): Hubert Anysz, Łukasz Brzozowski, Wojciech Kretowicz, Piotr Narloch
Software Mentions: 3
Published: over 6 years ago
10.1371/journal.pone.0167822
On the Reconstruction of Text Phylogeny Trees: Evaluation and Analysis of Textual RelationshipsCited by: 7
Author(s): Guilherme D. Marmerola, Marina Atsumi Oikawa, Zanoni Dias, Siome Goldenstein, Anderson Rocha
Software Mentions: 3
Published: over 9 years ago
10.3389/fimmu.2021.715072
Artificial Intelligence Predicts Severity of COVID-19 Based on Correlation of Exaggerated Monocyte Activation, Excessive Organ Damage and Hyperinflammatory Syndrome: A Prospective Clinical StudyCited by: 11
Author(s): Olga Krysko, Elena Kondakova, O. S. Vershinina, Elena A. Galova, А С Благонравова, Е. Н. Горшкова, Claus Bachert, Mikhail Ivanchenko, Dmitri V. Krysko, Maria V. Vedunova
Software Mentions: 3
Published: almost 5 years ago
10.3389/fnhum.2021.621493
MindLink-Eumpy: An Open-Source Python Toolbox for Multimodal Emotion RecognitionCited by: 13
Author(s): Ruixin Li, Yan Liang, Xiaojian Liu, Bingbing Wang, Wenxin Huang, Zhanchuan Cai, Yaoguang Ye, Lina Qiu, Jiahui Pan
Software Mentions: 3
Published: over 5 years ago
10.1128/mSystems.00046-17
Total Lipopolysaccharide from the Human Gut Microbiome Silences Toll-Like Receptor SignalingCited by: 179
Author(s): Eva d’Hennezel, Sahar Abubucker, Leon O. Murphy, Thomas W. Cullen
Software Mentions: 3
Published: over 8 years ago
10.1007/s10994-017-5685-x
Meta-QSAR: a large-scale application of meta-learning to drug design and discoveryCited by: 58
Author(s): Iván Olier, Noureddin Sadawi, G. Richard J. Bickerton, Joaquin Vanschoren, Crina Groşan, Larisa Soldatova, Ross D. King
Software Mentions: 3
Published: over 8 years ago
10.1371/journal.pone.0245026
Estimating pulse wave velocity from the radial pressure wave using machine learning algorithmsCited by: 17
Author(s): Wen Jin, Philip Chowienczyk, Jordi Alastruey
Software Mentions: 3
Published: about 5 years ago
10.1186/s12859-019-2900-8
Identifying lncRNA-mediated regulatory modules via ChIA-PET network analysisCited by: 10
Author(s): Denise Thiel, Nataša Djurdjevac Conrad, Evgenia Ntini, Ria X. Peschutter, Heike Siebert, Annalisa Marsico
Software Mentions: 3
Published: about 7 years ago
10.1038/s41374-021-00612-7
A new technological approach in diagnostic pathology: mass spectrometry imaging-based metabolomics for biomarker detection in urachal cancerCited by: 10
Author(s): Judith Martha Neumann, Karsten Niehaus, Nils Neumann, Hans Christoph Knobloch, Felix Bremmer, Ulrich Krafft, Udo Kellner, Péter Nyírády, Tibor Szarvas, Hanna Bednarz, Henning Reis
Software Mentions: 3
Published: almost 5 years ago
10.3389/fgene.2021.641100
Unearthing of Key Genes Driving the Pathogenesis of Alzheimer’s Disease via BioinformaticsCited by: 5
Author(s): Xingxing Zhao, Hongmei Yao, Xinyi Li
Software Mentions: 3
Published: over 5 years ago
10.1128/mSystems.00022-16
Geography and Location Are the Primary Drivers of Office Microbiome CompositionCited by: 104
Author(s): John Chase, Jennifer Fouquier, Mahnaz Zare, Derek L. Sonderegger, Rob Knight, Scott T. Kelley, Jeffrey A. Siegel, J. Gregory Caporaso
Software Mentions: 3
Published: over 10 years ago
10.1038/s41398-020-00951-x
Clustering by phenotype and genome-wide association study in autismCited by: 25
Author(s): Akira Narita, Masato Nagai, Satoshi Mizuno, Soichi Ogishima, Gen Tamiya, Masao Ueki, Rieko Sakurai, Satoshi Makino, Taku Obara, Mami Ishikuro, Chizuru Yamanaka, Hiroko Matsubara, Yasutaka Kuniyoshi, Keiko Murakami, Fumihiko Ueno, Aoi Noda, Tomoko Kobayashi, Mika Kobayashi, Takuma Usuzaki, Hisashi Ohseto, Atsushi Hozawa, Masahiro Kikuya, Hirohito Metoki, Shigeo Kure, Shinichi Kuriyama
Software Mentions: 3
Published: about 6 years ago
10.1371/journal.pone.0113516
Breaking an Epigenetic Chromatin Switch: Curious Features of Hysteresis in Saccharomyces cerevisiae Telomeric SilencingCited by: 8
Author(s): Vijayalakshmi H. Nagaraj, Swagatam Mukhopadhyay, Adel Dayarian, Anirvan M. Sengupta
Software Mentions: 3
Published: over 11 years ago
10.1177/1176935120965542
Robust Distance Measures for <i>k</i>NN Classification of Cancer DataCited by: 27
Author(s): Rezvan Ehsani, Finn Drabløs
Software Mentions: 3
Published: over 6 years ago
10.1038/s41398-019-0595-2
Depression and suicide risk prediction models using blood-derived multi-omics dataCited by: 32
Author(s): Youngjune Bhak, Hyoung oh Jeong, Yun Sung Cho, Sungwon Jeon, Juok Cho, Jeong An Gim, Yeonsu Jeon, Asta Blažytė, Seung Gu Park, Hak Min Kim, Eun Seok Shin, Jong Woo Paik, Hae Woo Lee, Wooyoung Kang, Aram Kim, Yumi Kim, Byung Chul Kim, Byung Joo Ham, Jong Bhak, Semin Lee
Software Mentions: 3
Published: almost 7 years ago
10.1128/mSphere.00482-19
Genomic Variation among Strains of <i>Crithidia bombi</i> and <i>C. expoeki</i>Cited by: 7
Author(s): Evgeny S. Gerasimov, Niklaus Zemp, Regula Schmid‐Hempel, Paul Schmid‐Hempel, Vyacheslav Yurchenko
Software Mentions: 3
Published: almost 7 years ago
10.1128/mSystems.00101-16
From Genomes to Phenotypes: Traitar, the Microbial Trait AnalyzerCited by: 90
Author(s): Aaron Weimann, Kyra Mooren, Jeremy A. Frank, Phillip B. Pope, Andreas Bremges, Alice C. McHardy
Software Mentions: 3
Published: over 9 years ago
10.1007/s12064-020-00330-6
Are spliced ncRNA host genes distinct classes of lncRNAs?Cited by: 1
Author(s): Riturparno Sen, Jörg Fallmann, Maria Emília M. T. Walter, Peter F. Stadler
Software Mentions: 3
Published: over 5 years ago
10.1007/s00280-019-03797-3
A novel method to address the association between received dose intensity and survival outcome: benefits of approaching treatment intensification at a more individualised level in a trial of the European Osteosarcoma IntergroupCited by: 18
Author(s): Carlo Lancia, Jakob Anninga, Matthew R. Sydes, Cristian Spitoni, Jeremy S Whelan, Pancras C.W. Hogendoorn, Hans Gelderblom, Marta Fiocco
Software Mentions: 3
Published: over 7 years ago
10.1186/s12864-018-4665-2
Prediction of plant lncRNA by ensemble machine learning classifiersCited by: 48
Author(s): Caitlin M. A. Simopoulos, Elizabeth A. Weretilnyk, G. Brian Golding
Software Mentions: 3
Published: over 8 years ago
10.3390/s21175896
Enhanced Changeover Detection in Industry 4.0 Environments with Machine LearningCited by: 4
Author(s): Eddi Miller, Vladyslav Borysenko, Moritz Heusinger, Niklas Niedner, Bastian Engelmann, Jan Schmitt
Software Mentions: 3
Published: almost 5 years ago
10.7150/thno.37429
Association of MRI-derived radiomic biomarker with disease-free survival in patients with early-stage cervical cancerCited by: 50
Author(s): Fang Jin, Bin Zhang, Shuo Wang, Yan Jin, Fei Wang, Yingying Ding, Justin Chen, Liting Chen, Yueyue Li, Minmin Li, Zhuozhi Chen, Lizhi Liu, Zhenyu Liu, Jie Tian, Shuixing Zhang
Software Mentions: 3
Published: over 6 years ago
10.1371/journal.pone.0254359
Anatomy into the battle of supporting or opposing reopening amid the COVID-19 pandemic on Twitter: A temporal and spatial analysisCited by: 12
Author(s): Lingyao Li, Abdolmajid Erfani, Yu Wang, Qingbin Cui
Software Mentions: 3
Published: about 5 years ago
10.1089/crispr.2020.0022
Deconvolution of Complex DNA Repair (DECODR): Establishing a Novel Deconvolution Algorithm for Comprehensive Analysis of CRISPR-Edited Sanger Sequencing DataCited by: 39
Author(s): Kevin Bloh, Rohan Kanchana, Pawel Bialk, Kelly Banas, Zugui Zhang, Byung-Chun Yoo, Eric B. Kmiec
Software Mentions: 3
Published: over 5 years ago
10.1371/journal.pone.0209139
Computational framework for targeted high-coverage sequencing based NIPTCited by: 7
Author(s): Hindrek Teder, Priit Paluoja, Kadri Rekker, Andres Salumets, Kaarel Krjutškov, Priit Palta
Software Mentions: 3
Published: about 7 years ago
10.1371/journal.pone.0237304
A fractal kinetics SI model can explain the dynamics of COVID-19 epidemicsCited by: 13
Author(s): Kosmas Kosmidis, Panos Macheras
Software Mentions: 3
Published: about 6 years ago
10.3389/fgene.2021.703210
Identification and Validation of a PPP1R12A-Related Five-Gene Signature Associated With Metabolism to Predict the Prognosis of Patients With Prostate CancerCited by: 3
Author(s): Zhihao Zou, Ren Liu, Yingke Liang, Rui Zhou, Qi-Shan Dai, Zhengxue Han, Minyao Jiang, Yangjia Zhuo, Yixun Zhang, Yuanfa Feng, Xinwen Zhu, Shanghua Cai, Jundong Lin, Zhenfeng Tang, Weide Zhong, Yu‐Xiang Liang
Software Mentions: 3
Published: about 5 years ago
10.1128/mSystems.00188-16
Community-Level Differences in the Microbiome of Healthy Wild Mallards and Those Infected by Influenza A VirusesCited by: 35
Author(s): Holly H. Ganz, Ladan Doroud, Alana Firl, Sarah M. Hird, Jonathan A. Eisen, Walter M. Boyce
Software Mentions: 3
Published: over 9 years ago
10.3390/ijms21155476
A Structural Model for Bax∆2-Mediated Activation of Caspase 8-Dependent ApoptosisCited by: 2
Author(s): Bing Xie, Qi Yao, Jialing Xiang, David D. L. Minh
Software Mentions: 3
Published: about 6 years ago
10.3390/brainsci10120921
Mindfulness, Interoception, and Olfaction: A Network ApproachCited by: 8
Author(s): Barbara Lefranc, Charles Martin‐Krumm, Charlotte Aufauvre-Poupon, Benoit Berthail, Marion Trousselard
Software Mentions: 3
Published: over 5 years ago
10.3390/s21134302
The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura RingCited by: 57
Author(s): Marco Altini, Hannu Kinnunen
Software Mentions: 3
Published: about 5 years ago
10.3390/s21093256
Autonomous Fingerprinting and Large Experimental Data Set for Visible Light PositioningCited by: 6
Author(s): Tyrel Glass, Fakhrul Alam, Mathew Legg, Frazer Noble
Software Mentions: 3
Published: over 5 years ago
10.3390/s21082873
HRV Features as Viable Physiological Markers for Stress Detection Using Wearable DevicesCited by: 52
Author(s): Kayisan M. Dalmeida, G. L. Masala
Software Mentions: 3
Published: over 5 years ago
10.3390/s21113867
Climate-Aware and IoT-Enabled Selection of the Most Suitable Stone Fruit Tree VarietyCited by: 6
Author(s): Juan Antonio López-Morales, Juan Antonio Martı́nez, Manuel Caro, Manuel Erena, Antonio F. Skarmeta
Software Mentions: 3
Published: about 5 years ago
10.3390/s21134519
Machine Learning Methods for Fear Classification Based on Physiological FeaturesCited by: 8
Author(s): Livia Petrescu, Cătălin Petrescu, Ana Maria Oprea, Oana Mitruț, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu
Software Mentions: 3
Published: about 5 years ago
10.3390/s21020405
DOLARS, a Distributed On-Line Activity Recognition System by Means of Heterogeneous Sensors in Real-Life Deployments—A Case Study in the Smart Lab of The University of AlmeríaCited by: 10
Author(s): Marcos Lupión, Javier Medina-Quero, Juan F. Sanjuan, Pilar M. Ortigosa
Software Mentions: 3
Published: over 5 years ago
10.1371/journal.pone.0166162
Real-Time Pathogen Detection in the Era of Whole-Genome Sequencing and Big Data: Comparison of k-mer and Site-Based Methods for Inferring the Genetic Distances among Tens of Thousands of Salmonella SamplesCited by: 13
Author(s): James B. Pettengill, Arthur W. Pightling, Joseph D. Baugher, Hugh Rand, Errol Strain
Software Mentions: 3
Published: almost 10 years ago
10.1371/journal.pone.0247444
Attention based GRU-LSTM for software defect predictionCited by: 12
Author(s): Hafiz Shahbaz Munir, Shengbing Ren, Mubashar Mustafa, Chaudry Naeem Siddique, Shazib Qayyum
Software Mentions: 3
Published: over 5 years ago
10.3389/fncom.2019.00075
Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode DecompositionCited by: 25
Author(s): James Kunert-Graf, Kristian Eschenburg, David J. Galas, J. Nathan Kutz, Swati Rane, Bingni W. Brunton
Software Mentions: 3
Published: almost 7 years ago
10.3390/s21051639
An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load ForecastingCited by: 40
Author(s): Seungmin Jung, Jihoon Moon, Sungwoo Park, Eenjun Hwang
Software Mentions: 3
Published: over 5 years ago
10.3390/s21144713
Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning ClassifiersCited by: 5
Author(s): Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Software Mentions: 3
Published: about 5 years ago
10.3390/brainsci10120949
A Review of Machine Learning Methods of Feature Selection and Classification for Autism Spectrum DisorderCited by: 54
Author(s): Md. Mokhlesur Rahman, Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Shahnorbanun Sahran, Suziyani Mohamed, Rogayah A. Razak
Software Mentions: 3
Published: over 5 years ago
10.1186/s12864-020-07185-7
Triage of documents containing protein interactions affected by mutations using an NLP based machine learning approachCited by: 7
Author(s): Jinchan Qu, Albert Steppi, Dongrui Zhong, Jie Hao, Jian Wang, Pei-Yau Lung, Tingting Zhao, Zhe He, Jinfeng Zhang
Software Mentions: 3
Published: almost 6 years ago
10.1038/s41598-021-90566-z
Identification of risk groups for mental disorders, headache and oral behaviors in adults during the COVID-19 pandemicCited by: 24
Author(s): Mieszko Więckiewicz, Dariusz Danel, Maciej Pondel, Joanna Smardz, Helena Martynowicz, Tomasz Wieczorek, Grzegorz Mazur, Robert Pudło, Gniewko Więckiewicz
Software Mentions: 3
Published: about 5 years ago
10.1038/s41598-021-87644-7
A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide imagesCited by: 19
Author(s): Fahdi Kanavati, Gouji Toyokawa, Seiya Momosaki, Hiroaki Takeoka, Masaki Okamoto, Koji Yamazaki, Sadanori Takeo, Osamu Iizuka, Masayuki Tsuneki
Software Mentions: 3
Published: over 5 years ago
10.3389/fcell.2020.00350
Localization Preference of Antimicrobial Peptides on Liquid-Disordered Membrane DomainsCited by: 26
Author(s): Juanjuan Su, Siewert J. Marrink, Manuel N. Melo
Software Mentions: 3
Published: over 6 years ago
10.1007/s41109-018-0087-y
An illustrated approach to Soft Textual CartographyCited by: 1
Author(s): Raphaël Ceré, Mattia Egloff
Software Mentions: 3
Published: about 8 years ago
10.1038/s41598-021-82388-w
Cerebrospinal fluid proteome shows disrupted neuronal development in multiple sclerosisCited by: 10
Author(s): Ellen Færgestad Mosleth, Christian A. Vedeler, Kristian Hovde Liland, Anette McLeod, Gerd Haga Bringeland, Liesbeth Kroondijk, Frode S. Berven, Artem Lysenko, Christopher J. Rawlings, Karim Eid, Jill A. Opsahl, Bjørn Tore Gjertsen, Kjell‐Morten Myhr, Sonia Gavasso
Software Mentions: 3
Published: over 5 years ago
10.1038/s41598-021-82098-3
A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s diseaseCited by: 92
Author(s): Shaker El–Sappagh, José M. Alonso, S. M. Riazul Islam, Ahmed Sultan, Kyung Sup Kwak
Software Mentions: 3
Published: over 5 years ago
10.1186/s12859-021-04348-5
DELEAT: gene essentiality prediction and deletion design for bacterial genome reductionCited by: 2
Author(s): Jimena Solana, Emilio Garrote-Sánchez, Rosario Gil
Software Mentions: 3
Published: almost 5 years ago
10.1038/s41598-020-77660-4
A calibrated measure to compare fluctuations of different entities across timescalesCited by: 5
Author(s): Jan Chołoniewski, Julian Sienkiewicz, Naum Dretnik, Gregor Leban, Mike Thelwall, Janusz A. Hołyst
Software Mentions: 3
Published: over 5 years ago
10.3390/s20226535
Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor DataCited by: 21
Author(s): Maciej Dzieżyc, Martin Gjoreski, Przemysław Kazienko, Stanisław Saganowski, Matjaž Gams
Software Mentions: 3
Published: almost 6 years ago
10.3390/s21155218
LPWAN and Embedded Machine Learning as Enablers for the Next Generation of Wearable DevicesCited by: 14
Author(s): Ramón Sánchez-Iborra
Software Mentions: 3
Published: about 5 years ago
10.1038/s41598-020-74823-1
Predicting human health from biofluid-based metabolomics using machine learningCited by: 15
Author(s): Ethan D. Evans, Claire Duvallet, Nathaniel D. Chu, Michael Oberst, Michael Murphy, Isaac Rockafellow, David Sontag, Eric J. Alm
Software Mentions: 3
Published: almost 6 years ago
10.1371/journal.pone.0201264
Effective injury forecasting in soccer with GPS training data and machine learningCited by: 142
Author(s): Alessio Rossi, Luca Pappalardo, Paolo Cintia, F. Marcello Iaia, Javier Fernández, Daniel Medina
Software Mentions: 3
Published: about 8 years ago
10.1371/journal.pone.0256858
A general method for estimating the prevalence of influenza-like-symptoms with Wikipedia dataCited by: 3
Author(s): Giovanni De Toni, Cristian Consonni, Alberto Montresor
Software Mentions: 3
Published: almost 5 years ago