Projects: pypi: scikit-learn

https://packages.ecosyste.ms/registries/pypi.org/packages/scikit-learn

A set of python modules for machine learning and data mining
72 versions
Latest release: about 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

10.1038/s41598-021-93070-6
Random forest classification for predicting lifespan-extending chemical compounds
Cited by: 14
Author(s): Sofia Kapsiani, Brendan J. Howlin
Software Mentions: 2
Published: over 5 years ago
10.1186/s42523-021-00075-7
Microbiota in intestinal digesta of Atlantic salmon (Salmo salar), observed from late freshwater stage until one year in seawater, and effects of functional ingredients: a case study from a commercial sized research site in the Arctic region
Cited by: 33
Author(s): Jie Wang, Alexander Jaramillo-Torres, Yanxian Li, Trond M. Kortner, Karina Gajardo, Øyvind Jakobsen Brevik, Jan Vidar Jakobsen, Åshild Krogdahl
Software Mentions: 2
Published: almost 6 years ago
10.1038/s41598-019-39815-w
Utilisation of Ambient Laser Desorption Ionisation Mass Spectrometry (ALDI-MS) Improves Lipid-Based Microbial Species Level Identification
Cited by: 19
Author(s): Simon Cameron, Zsolt Bodai, Burak Temelkuran, Alvaro Perdones‐Montero, Frances Bolt, Adam Burke, Kate Alexander-Hardiman, Michel Salzet, Isabelle Fournier, Monica Rebec, Zoltán Takáts
Software Mentions: 2
Published: over 7 years ago
10.1186/s12859-020-03603-5
A cell-level quality control workflow for high-throughput image analysis
Cited by: 3
Author(s): Minhua Qiu, Bin Zhou, Frederick Lo, Steven C. Cook, Jason Chyba, Doug Quackenbush, Jason Matzen, Zhizhong Li, Puiying A. Mak, Kaisheng Chen, Yingyao Zhou
Software Mentions: 2
Published: over 6 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: about 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: over 5 years ago
10.1038/s41598-019-43403-3
Recognition of 3′-end L1, Alu, processed pseudogenes, and mRNA stem-loops in the human genome using sequence-based and structure-based machine-learning models
Cited by: 0
Author(s): Alexander Shein, Anton Zaikin, Maria Poptsova
Software Mentions: 2
Published: over 7 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: almost 6 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
10.1038/s41598-019-45333-6
EEG Decoding Reveals the Strength and Temporal Dynamics of Goal-Relevant Representations
Cited by: 31
Author(s): Jason Hubbard, Atsushi Kikumoto, Ulrich Mayr
Software Mentions: 2
Published: over 7 years ago
10.1038/s41598-019-47484-y
Comprehensive feature selection for classifying the treatment outcome of high-intensity ultrasound therapy in uterine fibroids
Cited by: 20
Author(s): Visa Suomi, Gaber Komar, Teija Sainio, Kirsi Joronen, Antti Perheentupa, Roberto Blanco Sequeiros
Software Mentions: 2
Published: over 7 years ago
10.1038/s41598-021-82612-7
Explainable drug sensitivity prediction through cancer pathway enrichment
Cited by: 16
Author(s): Yi-Ching Tang, Assaf Gottlieb
Software Mentions: 2
Published: almost 6 years ago
10.18632/oncotarget.10027
iHyd-PseCp: Identify hydroxyproline and hydroxylysine in proteins by incorporating sequence-coupled effects into general PseAAC
Cited by: 144
Author(s): Wang-Ren Qiu, Bo Sun, Xuan Xiao, Zhaochun Xu, Kuo‐Chen Chou
Software Mentions: 2
Published: over 10 years ago
10.3390/s21062222
MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers
Cited by: 162
Author(s): Jaeyong Kang, Zahid Ullah, Jeonghwan Gwak
Software Mentions: 2
Published: over 5 years ago
10.2196/25165
Gender Prediction for a Multiethnic Population via Deep Learning Across Different Retinal Fundus Photograph Fields: Retrospective Cross-sectional Study
Cited by: 10
Author(s): Bjorn Kaijun Betzler, Henrik Hee Seung Yang, Sahil Thakur, Marco Yu, Ten Cheer Quek, Zhi Da Soh, Geunyoung Lee, Yih‐Chung Tham, Tien‐Yin Wong, Tyler Hyungtaek Rim, Ching‐Yu Cheng
Software Mentions: 2
Published: about 5 years ago
10.2196/18186
Artificial Intelligence–Based Multimodal Risk Assessment Model for Surgical Site Infection (AMRAMS): Development and Validation Study
Cited by: 16
Author(s): Weijia Chen, Zhijun Lu, You Li-jue, Lingling Zhou, Jianpeng Xu, Ken Chen
Software Mentions: 2
Published: over 6 years ago
10.2196/28272
Document Retrieval for Precision Medicine Using a Deep Learning Ensemble Method
Cited by: 3
Author(s): Zhiqiang Liu, Jingkun Feng, Zhihao Yang, Lei Wang
Software Mentions: 2
Published: over 5 years ago
10.3390/s19194348
Machine Learning for LTE Energy Detection Performance Improvement
Cited by: 12
Author(s): Małgorzata Wasilewska, Hanna Bogucka
Software Mentions: 2
Published: about 7 years ago
10.3390/s19204411
Animal Movement Prediction Based on Predictive Recurrent Neural Network
Cited by: 14
Author(s): Jehyeok Rew, Sung Woo Park, Yongjang Cho, Su-Young Jung, Eenjun Hwang
Software Mentions: 2
Published: about 7 years ago
10.1186/s13321-019-0356-5
Leveraging heterogeneous data from GHS toxicity annotations, molecular and protein target descriptors and Tox21 assay readouts to predict and rationalise acute toxicity
Cited by: 5
Author(s): Chad H. G. Allen, Lewis Mervin, Samar Mahmoud, Andreas Bender
Software Mentions: 2
Published: over 7 years ago
10.2196/24246
A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation
Cited by: 70
Author(s): Siavash Bolourani, Max Brenner, Haichao Wang, Thomas McGinn, Jamie S. Hirsch, Douglas P. Barnaby, Theodoros P. Zanos
Software Mentions: 2
Published: almost 6 years ago
10.1007/s10822-020-00349-3
DeepCOMO: from structure-activity relationship diagnostics to generative molecular design using the compound optimization monitor methodology
Cited by: 6
Author(s): Dimitar Yonchev, Jürgen Bajorath
Software Mentions: 2
Published: about 6 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: almost 6 years ago
10.1002/jcc.23643
Visualizing energy landscapes with metric disconnectivity graphs
Cited by: 24
Author(s): Lewis C. Smeeton, Mark T. Oakley, Roy L. Johnston
Software Mentions: 2
Published: over 12 years ago
10.3390/s21093079
Sustainable Irrigation System for Farming Supported by Machine Learning and Real-Time Sensor Data
Cited by: 16
Author(s): André Glória, J. M. R. Cardoso, Pedro Sebastião
Software Mentions: 2
Published: over 5 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: about 6 years ago
10.1080/14686996.2020.1791676
Materials informatics approach to understand aluminum alloys
Cited by: 11
Author(s): Ryo Tamura, Makoto Watanabe, Hiroaki Mamiya, Kota Washio, Masao Yano, Katsunori Danno, Akira Kato, Tetsuya Shoji
Software Mentions: 2
Published: almost 7 years ago
10.2196/publichealth.8950
Accurate Influenza Monitoring and Forecasting Using Novel Internet Data Streams: A Case Study in the Boston Metropolis
Cited by: 83
Author(s): Fred Lu, Suqin Hou, Kristin Baltrusaitis, Manan Shah, Jure Leskovec, Rok Sosič, Joseph E. Hawkins, John S. Brownstein, Giuseppe Conidi, Julia Gunn, Josh Gray, Anna Zink, Mauricio Santillana
Software Mentions: 2
Published: almost 9 years ago
10.3390/s21103322
Future Forecasting of COVID-19: A Supervised Learning Approach
Cited by: 21
Author(s): Mujeeb Ur Rehman, Arslan Shafique, Sohail Khalid, Maha Driss, Saeed Rubaiee
Software Mentions: 2
Published: over 5 years ago
10.3390/ijerph16152666
Comparisons among Machine Learning Models for the Prediction of Hypercholestrolemia Associated with Exposure to Lead, Mercury, and Cadmium
Cited by: 7
Author(s): Hyejin Park, Kisok Kim
Software Mentions: 2
Published: over 7 years ago
10.3390/cancers11111751
The Performance of Different Artificial Intelligence Models in Predicting Breast Cancer among Individuals Having Type 2 Diabetes Mellitus
Cited by: 7
Author(s): Meng-Hsuen Hsieh, Li‐Min Sun, Cheng‐Li Lin, Meng-Ju Hsieh, Chung Y. Hsu, Chia Hung Kao
Software Mentions: 2
Published: about 7 years ago
10.1016/j.yjsbx.2020.100038
Structures and dynamics of the novel S1/S2 protease cleavage site loop of the SARS-CoV-2 spike glycoprotein
Cited by: 33
Author(s): Thomas Lemmin, David Kalbermatter, Daniel Harder, Philippe Plattet, Dimitrios Fotiadis
Software Mentions: 2
Published: almost 7 years ago
10.3390/ijerph17051498
Characterization of Esophageal Cancer and Its Association with Influencing Factors in Guangzhou City, China
Cited by: 4
Author(s): Cheng Cui, Dong Hua, Hongyan Ren, Guozhen Lin, Lu Zhao
Software Mentions: 2
Published: over 6 years ago
10.1371/journal.pone.0232376
Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex
Cited by: 20
Author(s): Iván Sánchez Fernández, Edward Yang, Paola Calvachi, Marta Amengual‐Gual, Joyce Wu, Darcy A. Krueger, Hope Northrup, Martina Bebin, Mustafa Şahin, Kun‐Hsing Yu, Jurriaan M. Peters
Software Mentions: 2
Published: over 6 years ago
10.3390/s21123997
First Step toward Gestural Recognition in Harsh Environments
Cited by: 1
Author(s): Omri Alon, Sharon Rabinovich, Chana Fyodorov, Jessica R. Cauchard
Software Mentions: 2
Published: over 5 years ago
10.3390/ijerph17113763
An Integrated Approach for Spatio-Temporal Cholera Disease Hotspot Relation Mining for Public Health Management in Punjab, Pakistan
Cited by: 7
Author(s): Fatima Khalique, Shoab Ahmed Khan, Wasi Haider Butt, Irum Matloob
Software Mentions: 2
Published: over 6 years ago
10.3390/s21123991
Soft-Sensor for Class Prediction of the Percentage of Pentanes in Butane at a Debutanizer Column
Cited by: 3
Author(s): Iratxe Niño-Adan, Itziar Landa-Torres, Diana Manjarres, Eva Portillo, Lucía Orbe
Software Mentions: 2
Published: over 5 years ago
10.3390/ijerph17145115
Forecasting Covid-19 Dynamics in Brazil: A Data Driven Approach
Cited by: 48
Author(s): Igor Gadelha Pereira, Joris Guérin, Andouglas Gonçalves Silva Júnior, Gabriel S. Garcia, Prisco Piscitelli, Alessandro Miani, Cosimo Distante, Luiz Marcos Garcia Gonçalves
Software Mentions: 2
Published: over 6 years ago
10.3390/s20010296
Towards Mixed-Initiative Human–Robot Interaction: Assessment of Discriminative Physiological and Behavioral Features for Performance Prediction
Cited by: 18
Author(s): Caroline Ponzoni Carvalho Chanel, Raphaëlle N. Roy, Frédéric Dehais, Nicolas Drougard
Software Mentions: 2
Published: almost 7 years ago
10.3390/ijerph17249471
Roadside Air Quality Forecasting in Shanghai with a Novel Sequence-to-Sequence Model
Cited by: 6
Author(s): Dongsheng Wang, Hongwei Wang, Chao Li, Kang Lu, Zhong-Ren Peng, Juanhao Zhao, Qingyan Fu, Jianwen Pan
Software Mentions: 2
Published: almost 6 years ago
10.3390/cancers13133106
SurvCNN: A Discrete Time-to-Event Cancer Survival Estimation Framework Using Image Representations of Omics Data
Cited by: 1
Author(s): Yogesh Kalakoti, Shashank Yadav, Durai Sundar
Software Mentions: 2
Published: over 5 years ago
10.3390/ijerph18105332
Risk Prediction of Barrett’s Esophagus in a Taiwanese Health Examination Center Based on Regression Models
Cited by: 1
Author(s): Po-Hsiang Lin, Jer‐Guang Hsieh, Hsien‐Chung Yu, Jyh-Horng Jeng, Chiao-Lin Hsu, Chien‐Hua Chen, Pin-Chieh Wu
Software Mentions: 2
Published: over 5 years ago
10.3390/s21124187
Artificial Breath Classification Using XGBoost Algorithm for Diabetes Detection
Cited by: 24
Author(s): Anna Paleczek, Dominik Grochala, Artur Rydosz
Software Mentions: 2
Published: over 5 years ago
10.3390/ijerph18168265
Effect of the COVID-19 Lockdown on Air Pollution in the Ostrava Region
Cited by: 4
Author(s): Jan Bitta, Vladislav Svozilík, Aneta Svozilíková Krakovská
Software Mentions: 2
Published: over 5 years ago
10.3390/s20010147
A Machine Learning-Based Method for Automated Blockchain Transaction Signing Including Personalized Anomaly Detection
Cited by: 32
Author(s): Blaž Podgorelec, Muhamed Turkanović, Sašo Karakatič
Software Mentions: 2
Published: almost 7 years ago
10.3390/jcm8050668
A Comparative Study of Machine Learning Algorithms in Predicting Severe Complications after Bariatric Surgery
Cited by: 42
Author(s): Yang Cao, Xin Fang, Johan Ottosson, Erik Näslund, Erik Stenberg
Software Mentions: 2
Published: over 7 years ago
10.3390/s21124202
A Machine Learning Approach as an Aid for Early COVID-19 Detection
Cited by: 15
Author(s): Roberto Velazquez, P V Diana Tobón, Agustín Rueda Sánchez, Abdulmotaleb El Saddik, Emil M. Petriu
Software Mentions: 2
Published: over 5 years ago
10.1186/s13321-021-00487-2
MAIP: a web service for predicting blood‐stage malaria inhibitors
Cited by: 14
Author(s): Nicolas Bosc, Eloy Félix, Ricardo Arcila, David Méndez, Martin Saunders, Darren V. S. Green, Jason Ochoada, Anang A. Shelat, Éric Martin, Preeti Iyer, Ola Engkvist, Andreas Verras, James Duffy, Jeremy N. Burrows, Mark Gardner, Andrew R. Leach
Software Mentions: 2
Published: over 5 years ago
10.3390/cancers11111680
Radiomics Model Based on Non-Contrast CT Shows No Predictive Power for Complete Pathological Response in Locally Advanced Rectal Cancer
Cited by: 22
Author(s): Gordian Hamerla, Hans‐Jonas Meyer, Peter Hambsch, U. Wolf, Thomas Kuhnt, Karl‐Titus Hoffmann, Alexey Surov
Software Mentions: 2
Published: about 7 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: almost 7 years ago
10.1186/s12967-018-1702-5
Machine-learned models using hematological inflammation markers in the prediction of short-term acute coronary syndrome outcomes
Cited by: 14
Author(s): Konrad Pieszko, Jarosław Hiczkiewicz, Paweł Budzianowski, Janusz Rzeźniczak, Jan Budzianowski, Jerzy Błaszczyński, Roman Słowiński, Paweł Burchardt
Software Mentions: 2
Published: almost 8 years ago
10.1007/978-3-030-59833-4_4
Semantic Annotation, Representation and Linking of Survey Data
Cited by: 0
Author(s): Felix Bensmann, Andrea Papenmeier, Dagmar Kern, Benjamin Zapilko, Stefan Dietze
Software Mentions: 2
Published: almost 7 years ago
10.2196/26302
Using Tweets to Understand How COVID-19–Related Health Beliefs Are Affected in the Age of Social Media: Twitter Data Analysis Study
Cited by: 36
Author(s): Hanyin Wang, Yikuan Li, Meghan R. Hutch, Andrew M. Naidech, Yuan Luo
Software Mentions: 2
Published: over 5 years ago
10.2196/25415
Assessing Electrocardiogram and Respiratory Signal Quality of a Wearable Device (SensEcho): Semisupervised Machine Learning-Based Validation Study
Cited by: 8
Author(s): Haoran Xu, Wei Yan, Ke Lan, Chenbin Ma, Di Wu, Anshuo Wu, Zhicheng Yang, Jiachen Wang, Yaning Zang, Muyang Yan, Zhengbo Zhang
Software Mentions: 2
Published: over 5 years ago
10.3390/cancers13102342
Voxelwise Principal Component Analysis of Dynamic [S-Methyl-11C]Methionine PET Data in Glioma Patients
Cited by: 9
Author(s): Corentin Martens, Olivier Debeir, Christine Decaestecker, Thierry Metens, Laetitia Lebrun, Gil Leurquin‐Sterk, Nicola Trotta, Serge Goldman, Gaëtan Van Simaeys
Software Mentions: 2
Published: over 5 years ago
10.3390/jcm8071050
Physician-Friendly Machine Learning: A Case Study with Cardiovascular Disease Risk Prediction
Cited by: 40
Author(s): Meghana Padmanabhan, Pengyu Yuan, Govind Chada, Hien Van Nguyen
Software Mentions: 2
Published: over 7 years ago
10.1080/14756366.2020.1838499
HT-SuMD: making molecular dynamics simulations suitable for fragment-based screening. A comparative study with NMR
Cited by: 9
Author(s): Francesca Ferrari, Maicol Bissaro, Simone Fabbian, Jessica de Almeida Roger, Stefano Mammi, Stefano Moro, Massimo Bellanda, Mattia Sturlese
Software Mentions: 2
Published: about 6 years ago
10.3390/s21144946
Analysis of Machine Learning Algorithms for Anomaly Detection on Edge Devices
Cited by: 7
Author(s): A. Huc, Jakob Šalej, Mira Trebar
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.pone.0217527
Prediction of risk scores for colorectal cancer patients from the concentration of proteins involved in mitochondrial apoptotic pathway
Cited by: 15
Author(s): Anjali Lathwal, Chakit Arora, Gajendra P. S. Raghava
Software Mentions: 2
Published: about 7 years ago
10.1093/infdis/jiy427
Genome-Wide Sequence Analysis of Kaposi Sarcoma-Associated Herpesvirus Shows Diversification Driven by Recombination
Cited by: 26
Author(s): Neneh Sallah, Anne L. Palser, Simon J. Watson, Nazzarena Labò, Gershim Asiki, Vickie Marshall, Robert Newton, Paul Kellam, Inês Barroso
Software Mentions: 2
Published: over 8 years ago
10.3390/s20061627
Evaluation of the Visual Stimuli on Personal Thermal Comfort Perception in Real and Virtual Environments Using Machine Learning Approaches
Cited by: 16
Author(s): Francesco Salamone, Alice Bellazzi, Lorenzo Belussi, Gianfranco Damato, Ludovico Danza, Federico Dell’Aquila, Matteo Ghellere, Valentino Megale, Italo Meroni, Walter Vitaletti
Software Mentions: 2
Published: over 6 years ago
10.2196/14337
Surveilling Influenza Incidence With Centers for Disease Control and Prevention Web Traffic Data: Demonstration Using a Novel Dataset
Cited by: 4
Author(s): Wendy K. Caldwell, Geoffrey Fairchild, Sara Y. Del Valle
Software Mentions: 2
Published: over 6 years ago
10.3390/s21155006
Machine Learning Approach for Fatigue Estimation in Sit-to-Stand Exercise
Cited by: 11
Author(s): Andrés Aguirre, Maria João Pinto, Carlos A. Cifuentes, Oscar J. Perdomo, Camilo A. R. Díaz, Marcela Múnera
Software Mentions: 2
Published: over 5 years ago
10.7554/eLife.26066
Quantitative 3D-imaging for cell biology and ecology of environmental microbial eukaryotes
Cited by: 38
Author(s): Sébastien Colin, Luís Pedro Coelho, Shinichi Sunagawa, Chris Bowler, Eric Karsenti, Peer Bork, Rainer Pepperkok, Colomban de Vargas
Software Mentions: 2
Published: about 9 years ago
10.7554/eLife.43803
Identifying gene expression programs of cell-type identity and cellular activity with single-cell RNA-Seq
Cited by: 212
Author(s): Dylan Kotliar, Adrian Veres, Martina Nagy, Shervin Tabrizi, Eran Hodis, Douglas A. Melton, Pardis C. Sabeti
Software Mentions: 2
Published: over 7 years ago
10.3390/s20071932
Collaborative Multi-Expert Active Learning for Mobile Health Monitoring: Architecture, Algorithms, and Evaluation
Cited by: 4
Author(s): Ramyar Saeedi, Keyvan Sasani, Assefaw H. Gebremedhin
Software Mentions: 2
Published: over 6 years ago
10.3390/cancers13112766
Automated Detection and Classification of Oral Lesions Using Deep Learning to Detect Oral Potentially Malignant Disorders
Cited by: 38
Author(s): Gizem Tanriver, Merva Soluk Tekkeşın, Onur Ergen
Software Mentions: 2
Published: over 5 years ago
10.3390/s21165412
Endoscopic Image-Based Skill Assessment in Robot-Assisted Minimally Invasive Surgery
Cited by: 13
Author(s): Gábor Lajkó, Renáta Nagyné Elek, Tamás Haidegger
Software Mentions: 2
Published: over 5 years ago
10.7554/eLife.67403
Information content differentiates enhancers from silencers in mouse photoreceptors
Cited by: 10
Author(s): Ryan Z. Friedman, David M Granas, Connie A. Myers, Joseph C. Corbo, Barak A. Cohen, Michael A. White
Software Mentions: 2
Published: about 5 years ago
10.3390/s16081311
Mining IP to Domain Name Interactions to Detect DNS Flood Attacks on Recursive DNS Servers
Cited by: 11
Author(s): Roberto Alonso, Raúl Monroy, Luis A. Trejo
Software Mentions: 2
Published: about 10 years ago
10.3390/s16091510
Using Crowdsourced Trajectories for Automated OSM Data Entry Approach
Cited by: 19
Author(s): Anahid Basiri, Pouria Amirian, Peter Mooney
Software Mentions: 2
Published: about 10 years ago
10.3390/jcm8111770
An Association of Gut Microbiota with Different Phenotypes in Chinese Patients with Rheumatoid Arthritis
Cited by: 59
Author(s): Hung‐Ting Chiang, Jiànróng Lǐ, Chun-Chi Liu, Po‐Yu Liu, Hsin‐Hua Chen, Yiming Chen, Joung‐Liang Lan, Der‐Yuan Chen
Software Mentions: 2
Published: about 7 years ago
10.1523/ENEURO.0092-21.2021
COUNTEN, an AI-Driven Tool for Rapid and Objective Structural Analyses of the Enteric Nervous System
Cited by: 2
Author(s): Yuta Kobayashi, Alicia Bukowski, Das S, Cédric Espenel, Julieta Gomez-Frittelli, Narayani Wagle, Shriya Bakshi, Monalee Saha, Julia A. Kaltschmidt, Archana Venkataraman, Subhash Kulkarni
Software Mentions: 2
Published: over 5 years ago
10.1186/s13321-021-00507-1
SMPLIP-Score: predicting ligand binding affinity from simple and interpretable on-the-fly interaction fingerprint pattern descriptors
Cited by: 17
Author(s): Surendra Kumar, Mi‐Hyun Kim
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.ppat.1009759
Altered microRNA expression in COVID-19 patients enables identification of SARS-CoV-2 infection
Cited by: 98
Author(s): Ryan J. Farr, Christina L. Rootes, Louise C. Rowntree, Thi H. O. Nguyen, Luca Hensen, Łukasz Kędzierski, Allen Cheng, Katherine Kedzierska, Gough G. Au, Glenn A. Marsh, Seshadri S. Vasan, Chwan Hong Foo, Christopher Cowled, Cameron R. Stewart
Software Mentions: 2
Published: over 5 years ago
10.1107/S1600577516017756
Automatic processing of multimodal tomography datasets
Cited by: 10
Author(s): Aaron Parsons, Stephen W. T. Price, Nicola Wadeson, Mark Basham, Andrew M. Beale, Alun Ashton, J. Frederick W. Mosselmans, Paul D. Quinn
Software Mentions: 2
Published: almost 10 years ago
10.3390/cancers13153723
Site-Specific Variation in Radiomic Features of Head and Neck Squamous Cell Carcinoma and Its Impact on Machine Learning Models
Cited by: 5
Author(s): Xiaoyang Liu, Farhad Maleki, N. Moorthy Muthukrishnan, Katie Ovens, Shao Hui Huang, Almudena Pérez Lara, Griselda Romero-Sánchez, Sahir Bhatnagar, A. Chatterjee, Marc Pusztaszeri, Alan Spatz, Gerald Batist, Sam Payabvash, Stefan P. Haider, Amit Mahajan, Caroline Reinhold, Behzad Forghani, Eugene Yu, Reza Forghani
Software Mentions: 2
Published: over 5 years ago
10.7554/eLife.53148
Quantitative properties of a feedback circuit predict frequency-dependent pattern separation
Cited by: 18
Author(s): Oliver Braganza, Daniel Mueller-Komorowska, T. Kelly, Hanno Beck
Software Mentions: 2
Published: over 6 years ago
10.3390/s17112557
Super-Resolution of Plant Disease Images for the Acceleration of Image-based Phenotyping and Vigor Diagnosis in Agriculture
Cited by: 76
Author(s): Kyosuke Yamamoto, Takashi Togami, Norio Yamaguchi
Software Mentions: 2
Published: about 9 years ago
10.3390/jcm9030658
An Autoencoder and Machine Learning Model to Predict Suicidal Ideation with Brain Structural Imaging
Cited by: 8
Author(s): Jun‐Cheng Weng, Tung-Yeh Lin, Yuan-Hsiung Tsai, Man Teng Cheok, Yi-Peng Eve Chang, Vincent Chin‐Hung Chen
Software Mentions: 2
Published: over 6 years ago
10.3390/s21186270
Automated Calibration of RSS Fingerprinting Based Systems Using a Mobile Robot and Machine Learning
Cited by: 7
Author(s): Marcin Kołakowski
Software Mentions: 2
Published: about 5 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
10.1371/journal.pone.0242375
Altered kinetics of circulating progenitor cells in cardiopulmonary bypass (CPB) associated vasoplegic patients: A pilot study
Cited by: 0
Author(s): Sanhita Nandi, Uma Rani Potunuru, Chandrani Kumari, Abel Arul Nathan, Jayashree Gopal, Gautam I. Menon, Rahul Siddharthan, Madhulika Dixit, Paul Ramesh Thangaraj
Software Mentions: 2
Published: almost 6 years ago
10.1371/journal.pone.0219389
Document vectorization method using network information of words
Cited by: 3
Author(s): Sang Yup Lee
Software Mentions: 2
Published: over 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: almost 6 years ago
10.3390/jcm9051250
Multiparametric Modelling of Survival in Pancreatic Ductal Adenocarcinoma Using Clinical, Histomorphological, Genetic and Image-Derived Parameters
Cited by: 12
Author(s): Georgios Kaissis, Friederike Jungmann, Sebastian Ziegelmayer, Fabian Lohöfer, F Harder, Anna Melissa Schlitter, Alexander Muckenhuber, Katja Steiger, Rebekka Schirren, Helmut Frieß, Roland M. Schmid, Wilko Weichert, Marcus R. Makowski, Rickmer Braren
Software Mentions: 2
Published: over 6 years ago
10.7554/eLife.31097
Prediction of enzymatic pathways by integrative pathway mapping
Cited by: 26
Author(s): Sara Calhoun, Magdalena Korczynska, D. Wichelecki, Brian San Francisco, Suwen Zhao, Dmitry A. Rodionov, M.W. Vetting, Nawar Al-Obaidi, Henry J. Lin, Matthew J. O’Meara, David A. Scott, John H. Morris, Daniel Russel, Steven C. Almo, Andrei L. Osterman, J.A. Gerlt, Matthew P. Jacobson, Brian K. Shoichet, Andrej Šali
Software Mentions: 2
Published: almost 9 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
10.3390/s20092638
Machine Learning on Mainstream Microcontrollers
Cited by: 49
Author(s): Fouad Sakr, Francesco Bellotti, Riccardo Berta, Alessandro De Gloria
Software Mentions: 2
Published: over 6 years ago
10.3390/s18010014
Automating the Timed Up and Go Test Using a Depth Camera
Cited by: 16
Author(s): Amandine Dubois, Titus Bihl, Jean‐Pierre Bresciani
Software Mentions: 2
Published: almost 9 years ago
10.1371/journal.pone.0246980
Development and validation of a cellular host response test as an early diagnostic for sepsis
Cited by: 17
Author(s): Lionel Guillou, Roya Sheybani, Anne E. Jensen, Dino Di Carlo, Terrell Caffery, Christopher Thomas, Ajay Shah, Henry T. K. Tse, Hollis R. O’Neal
Software Mentions: 2
Published: over 5 years ago
10.7554/eLife.53385
NeuroQuery, comprehensive meta-analysis of human brain mapping
Cited by: 91
Author(s): Jérôme Dockès, Russell A. Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
Software Mentions: 2
Published: over 6 years ago
10.7150/thno.33841
<sup>18</sup>F-FDG PET/CT Radiomic Analysis with Machine Learning for Identifying Bone Marrow Involvement in the Patients with Suspected Relapsed Acute Leukemia
Cited by: 41
Author(s): Hebei Li, Chong-Rui Xu, Bowen Xin, Chaojie Zheng, Yongming Zhao, Keji Hao, Qian Wang, Richard L. Wahl, Xiuying Wang, Yun Zhou
Software Mentions: 2
Published: almost 8 years ago
10.3390/s18020623
Personalized Physical Activity Coaching: A Machine Learning Approach
Cited by: 48
Author(s): Talko Dijkhuis, Frank Blaauw, Miriam W. van Ittersum, Hugo Velthuijsen, Marco Aiello
Software Mentions: 2
Published: over 8 years ago
10.7150/thno.48206
Integrative analysis of long extracellular RNAs reveals a detection panel of noncoding RNAs for liver cancer
Cited by: 34
Author(s): Yumin Zhu, Siqi Wang, Xiaochen Xi, Minfeng Zhang, Xiaofan Liu, Weina Tang, Peng Cai, Shaozhen Xing, Pengfei Bao, Yunfan Jin, Weihao Zhao, Yinghui Chen, Huanan Zhao, Xiaodong Jia, Shanshan Lu, Yinying Lu, Lei Chen, Jianhua Yin, Zhi Lü
Software Mentions: 2
Published: almost 6 years ago
10.1371/journal.pone.0237587
FeAture Explorer (FAE): A tool for developing and comparing radiomics models
Cited by: 101
Author(s): Yang Song, Jing Zhang, Yudong Zhang, Ying Hou, Yan Xu, Yida Wang, Minxiong Zhou, Yefeng Yao, Guang Yang
Software Mentions: 2
Published: about 6 years ago
10.1073/pnas.2008176117
Genomic determinants of pathogenicity in SARS-CoV-2 and other human coronaviruses
Cited by: 184
Author(s): Ayal B. Gussow, Noam Auslander, Guilhem Faure, Yuri I. Wolf, Feng Zhang, Eugene V. Koonin
Software Mentions: 2
Published: over 6 years ago
10.1007/s10928-021-09757-w
Fast screening of covariates in population models empowered by machine learning
Cited by: 22
Author(s): Emeric Sibieude, Akash Khandelwal, Jan S. Hesthaven, Pascal Girard, Nadia Terranova
Software Mentions: 2
Published: over 5 years ago
10.3390/s18041055
Divide and Conquer-Based 1D CNN Human Activity Recognition Using Test Data Sharpening
Cited by: 106
Author(s): Heeryon Cho, Sang Min Yoon
Software Mentions: 2
Published: over 8 years ago
10.3390/s20113129
Comparison Analysis of Machine Learning Techniques for Photovoltaic Prediction Using Weather Sensor Data
Cited by: 20
Author(s): Berny Carrera, Kwanho Kim
Software Mentions: 2
Published: over 6 years ago