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

10.1371/journal.pone.0253027
Automatic ladybird beetle detection using deep-learning models
Cited by: 8
Author(s): Pablo Venegas, Francisco Calderón, Daniel Riofrío, Diego S. Benítez, Giovanni Ramón, Diego F. Cisneros‐Heredia, Miguel Coimbra, José Luis Rojo-Álvarez, Noel Pérez
Software Mentions: 1
Published: over 5 years ago
10.1089/end.2019.0509
Support System of Cystoscopic Diagnosis for Bladder Cancer Based on Artificial Intelligence
Cited by: 52
Author(s): Atsushi Ikeda, Hirokazu Nosato, Yuta Kochi, Takahiro Kojima, Koji Kawai, Hidenori Sakanashi, Masahiro Murakawa, Hiroyuki Nishiyama
Software Mentions: 1
Published: over 6 years ago
10.1186/s12911-020-01380-y
Isotypes of autoantibodies against novel differential 4-hydroxy-2-nonenal-modified peptide adducts in serum is associated with rheumatoid arthritis in Taiwanese women
Cited by: 7
Author(s): Kai-Leun Tsai, Che-Chang Chang, Yu‐Sheng Chang, Yiying Lu, I-Jung Tsai, Jinhua Chen, Sheng-Hong Lin, Chih-Chun Tai, Yi-Fang Lin, Hui‐Wen Chang, Chun–Ming Lin, Emily Chia-Yu Su
Software Mentions: 1
Published: over 5 years ago
10.1007/s00167-020-06418-2
Machine-learning algorithm that can improve the diagnostic accuracy of septic arthritis of the knee
Cited by: 4
Author(s): Eun-Seok Choi, Jae Ang Sim, Young Gon Na, Jong Keun Seon, Hyun Dae Shin
Software Mentions: 1
Published: almost 6 years ago
10.1371/journal.pone.0229620
Evaluation of machine learning models for automatic detection of DNA double strand breaks after irradiation using a γH2AX foci assay
Cited by: 8
Author(s): Tim Hohmann, Jacqueline Keßler, Dirk Vordermark, Faramarz Dehghani
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.ppat.1009015
A non-enveloped arbovirus released in lysosome-derived extracellular vesicles induces super-infection exclusion
Cited by: 12
Author(s): Thomas Labadie, Polly Roy
Software Mentions: 1
Published: about 6 years ago
10.1515/jib-2020-0051
Cross-evaluation of social mining for classification of depressed online personas
Cited by: 1
Author(s): Alina Trifan
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0206409
An open-source k-mer based machine learning tool for fast and accurate subtyping of HIV-1 genomes
Cited by: 63
Author(s): Stephen Solis-Reyes, Mariano Avino, Art F. Y. Poon, Lila Kari
Software Mentions: 1
Published: almost 8 years ago
10.1145/3308558.3313432
Goal-setting And Achievement In Activity Tracking Apps: A Case Study Of MyFitnessPal
Cited by: 23
Author(s): Mitchell Gordon, Tim Althoff, Jure Leskovec
Software Mentions: 1
Published: over 7 years ago
10.1073/pnas.1802705116
Optimal errors and phase transitions in high-dimensional generalized linear models
Cited by: 138
Author(s): Jean Barbier, Florent Krza̧kała, Nicolas Macris, Marco Leo, Lenka Zdeborová
Software Mentions: 1
Published: over 7 years ago
10.1007/s00232-018-0022-2
Exploring the Viral Channel KcvPBCV-1 Function via Computation
Cited by: 10
Author(s): Alma Andersson, Marina A. Kasimova, Lucie Delemotte
Software Mentions: 1
Published: over 8 years ago
10.1073/pnas.2002660117
Comprehensive characterization of amino acid positions in protein structures reveals molecular effect of missense variants
Cited by: 54
Author(s): Sumaiya Iqbal, Eduardo Pérez‐Palma, Jakob Berg Jespersen, Patrick May, David Hoksza, Henrike O. Heyne, Shehab Ahmed, Zaara Tasnim Rifat, M. Sohel Rahman, Kasper Lage, Aarno Palotie, Jeffrey R. Cottrell, Florence F. Wagner, Mark J. Daly, Arthur J. Campbell, Dennis Lal
Software Mentions: 1
Published: about 6 years ago
10.1371/journal.pone.0237937
Man vs. machine: Predicting hospital bed demand from an emergency department
Cited by: 3
Author(s): Filipe Rissieri Lucini, Mateus Augusto dos Reis, Giovani J.C. da Silveira, Flávio Sanson Fogliatto, Michel J. Anzanello, Giordanna Guerra Andrioli, Rafael Nicolaidis, Rafael Coimbra Ferreira Beltrame, Jeruza Lavanholi Neyeloff, Beatriz D’Agord Schaan
Software Mentions: 1
Published: about 6 years ago
10.1155/2018/1875431
Deep Neural Network-Based Method for Detecting Central Retinal Vein Occlusion Using Ultrawide-Field Fundus Ophthalmoscopy
Cited by: 46
Author(s): Daisuke Nagasato, Hitoshi Tabuchi, Hideharu Ohsugi, Hiroki Masumoto, Hiroki Enno, Naofumi Ishitobi, Tomoaki Sonobe, Masahiro Kameoka, Masanori Niki, Ken Hayashi, Yoshinori Mitamura
Software Mentions: 1
Published: about 8 years ago
10.1098/rsos.192043
Decoding and encoding models reveal the role of mental simulation in the brain representation of meaning
Cited by: 6
Author(s): David Soto, Usman Ayub Sheikh, Ning Mei, Roberto Santana
Software Mentions: 1
Published: over 6 years ago
10.1155/2019/7820971
Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles
Cited by: 10
Author(s): Hiroki Masumoto, Hitoshi Tabuchi, Tsuyoshi Yoneda, Shunsuke Nakakura, Hideharu Ohsugi, Tamaki Sumi, Atsuki Fukushima
Software Mentions: 1
Published: over 7 years ago
10.1148/ryai.2021200279
Accelerating Whole-Body Diffusion-weighted MRI with Deep Learning–based Denoising Image Filters
Cited by: 6
Author(s): Konstantinos Zormpas-Petridis, Nina Tunariu, Andra Curcean, Christina Messiou, Sebastian Curcean, David J. Collins, Julie Hughes, Yann Jamin, Dow‐Mu Koh, Matthew Blackledge
Software Mentions: 1
Published: about 5 years ago
10.1016/j.rsase.2020.100413
Detecting functional field units from satellite images in smallholder farming systems using a deep learning based computer vision approach: A case study from Bangladesh
Cited by: 10
Author(s): Ruoyu Yang, Zia Ahmed, Urs Schulthess, Mustafa Kamal, Rahul Rai
Software Mentions: 1
Published: about 6 years ago
10.1371/journal.pone.0232573
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning
Cited by: 20
Author(s): Lohendran Baskaran, Subhi J. Al’Aref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong Won Choi, Sang Eun Lee, Ji Min Sung, Fay Y. Lin, Simon Dunham, Bobak Mosadegh, Yong Jin Kim, Ilan Gottlieb, Byoung Kwon Lee, Eun Ju Chun, Filippo Cademartiri, Erica Maffei, Hugo Marques, Sanghoon Shin, Jung Hyun Choi, Kavitha M. Chinnaiyan, Martin Hadamitzky, Edoardo Conte, Daniele Andreini, Gianluca Pontone, Matthew J. Budoff, Jonathon Leipsic, Gilbert Raff, Renu Virmani, Habib Samady, Peter H. Stone, Daniel S. Berman, Jagat Narula, Jeroen J. Bax, Hyuk Jae Chang, James K. Min, Leslee J. Shaw
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pone.0225991
Reconstruction error based deep neural networks for coronary heart disease risk prediction
Cited by: 20
Author(s): Tsatsral Amarbayasgalan, Kwang-Ho Park, Jong Yun Lee, Keun Ho Ryu
Software Mentions: 1
Published: almost 7 years ago
10.1371/journal.pone.0236962
MISTIC: A prediction tool to reveal disease-relevant deleterious missense variants
Cited by: 21
Author(s): Kirsley Chennen, Thomas Weber, Xavière Lornage, Arnaud Kress, Johann Böhm, Julie Thompson, Jocelyn Laporte, Olivier Poch
Software Mentions: 1
Published: over 6 years ago
10.1186/s12911-020-01131-z
AutoDiscern: rating the quality of online health information with hierarchical encoder attention-based neural networks
Cited by: 17
Author(s): Laura Kinkead, Ahmed Allam, Michael Krauthammer
Software Mentions: 1
Published: over 6 years ago
10.1186/s12911-021-01562-2
On the predictability of postoperative complications for cancer patients: a Portuguese cohort study
Cited by: 3
Author(s): Daniel Gonçalves, Rui Henriques, Lúcio Lara Santos, Rafael S. Costa
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0197177
Comparative genotypic and phenotypic analysis of human peripheral blood monocytes and surrogate monocyte-like cell lines commonly used in metabolic disease research
Cited by: 27
Author(s): Darren Riddy, Emily Goy, Philippe Delerive, Roger J. Summers, Patrick M. Sexton, Christopher J. Langmead
Software Mentions: 1
Published: over 8 years ago
10.1371/journal.pone.0250780
Risk of rapid evolutionary escape from biomedical interventions targeting SARS-CoV-2 spike protein
Cited by: 61
Author(s): Debra Van Egeren, Alexander Novokhodko, Madison Stoddard, Uyen Tran, Bruce R. Zetter, Michael S. Rogers, Bradley L. Pentelute, Jonathan M. Carlson, Mark S. Hixon, Diane Joseph‐McCarthy, Arijit Chakravarty
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0249868
Heart rate n-variability (HRnV) measures for prediction of mortality in sepsis patients presenting at the emergency department
Cited by: 9
Author(s): Nan Liu, Marcel Lucas Chee, Mabel Z.Q. Foo, Jeremy Zhenwen Pong, Di Guo, Zhi Xiong Koh, Andrew Fu Wah Ho, Chenglin Niu, Shu-Ling Chong, Marcus Eng Hock Ong
Software Mentions: 1
Published: about 5 years ago
10.1371/journal.pone.0246236
Use of artificial intelligence on Electroencephalogram (EEG) waveforms to predict failure in early school grades in children from a rural cohort in Pakistan
Cited by: 4
Author(s): Muneera A. Rasheed, Prem Chand, Saad M. Saleh Ahmed, Hamza Sharif, Zahra Hoodbhoy, Ayat Siddiqui, Babar Hasan
Software Mentions: 1
Published: almost 6 years ago
10.1038/sdata.2017.117
Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features
Cited by: 1,551
Author(s): Spyridon Bakas, Hamed Akbari, Aristeidis Sotiras, Michel Bilello, Martin Rozycki, Justin Kirby, John Freymann, Keyvan Farahani, Christos Davatzikos
Software Mentions: 1
Published: about 9 years ago
10.1038/s41597-019-0312-2
A global wildfire dataset for the analysis of fire regimes and fire behaviour
Cited by: 106
Author(s): Tomàs Artés, Duarte Oom, Daniele de Rigo, Tracy Houston Durrant, Pieralberto Maianti, Liberta' Giorgio, Jesús San-Miguel-Ayanz
Software Mentions: 1
Published: almost 7 years ago
10.1038/s41597-020-0386-x
A 12-lead electrocardiogram database for arrhythmia research covering more than 10,000 patients
Cited by: 135
Author(s): Jianmin Zheng, Jianming Zhang, Sidy Danioko, Hai Yao, Hangyuan Guo, Cyril Rakovski
Software Mentions: 1
Published: over 6 years ago
10.1038/s41597-020-0440-8
A 12-Lead ECG database to identify origins of idiopathic ventricular arrhythmia containing 334 patients
Cited by: 13
Author(s): Jianmin Zheng, Guohua Fu, Kyle Anderson, Huimin Chu, Cyril Rakovski
Software Mentions: 1
Published: over 6 years ago
10.1186/s12911-019-1008-4
Novel prognostication of patients with spinal and pelvic chondrosarcoma using deep survival neural networks
Cited by: 19
Author(s): Sung Mo Ryu, Sung Wook Seo, Sun-Ho Lee
Software Mentions: 1
Published: almost 7 years ago
10.1038/s41597-021-00827-9
The 10-m crop type maps in Northeast China during 2017–2019
Cited 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: almost 6 years ago
10.1371/journal.pone.0153331
Divide and Conquer: Sub-Grouping of ASD Improves ASD Detection Based on Brain Morphometry
Cited by: 36
Author(s): Gajendra Jung Katuwal, Stefi A. Baum, Nathan D. Cahill, Andrew M. Michael
Software Mentions: 1
Published: over 10 years ago
10.1038/s41597-021-00938-3
TüEyeQ, a rich IQ test performance data set with eye movement, educational and socio-demographic information
Cited by: 6
Author(s): Enkelejda Kasneci, Gjergji Kasneci, Tobias Appel, Johannes Haug, Franz Wortha, Maike Tibus, Ulrich Trautwein, Peter Gerjets
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0195328
A note on the analysis of two-stage task results: How changes in task structure affect what model-free and model-based strategies predict about the effects of reward and transition on the stay probability
Cited by: 14
Author(s): Carolina Feher da Silva, Todd A. Hare
Software Mentions: 1
Published: over 8 years ago
10.1038/srep11652
Temperature affects the silicate morphology in a diatom
Cited by: 34
Author(s): Narjes Javaheri, Roland Dries, Amanda Burson, Lucas J. Stal, Peter M. A. Sloot, Jaap A. Kaandorp
Software Mentions: 1
Published: over 11 years ago
10.1038/srep13285
Materials Prediction via Classification Learning
Cited 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 structures
Cited by: 4
Author(s): Naga Bhushana Rao Karampudi, Ranjit Prasad Bahadur
Software Mentions: 1
Published: almost 11 years ago
10.1371/journal.pone.0193765
On the nature of real and perceived bias in the mainstream media
Cited by: 30
Author(s): Erick Elejalde, Leo Ferres, Eelco Herder
Software Mentions: 1
Published: over 8 years ago
10.1038/srep17670
A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber Nociceptors
Cited 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 Malformations
Cited 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: almost 11 years ago
10.1038/srep23909
Granuphilin exclusively mediates functional granule docking to the plasma membrane
Cited by: 21
Author(s): Kouichi Mizuno, Takuji Fujita, Hiroshi Gomi, Tetsuro Izumi
Software Mentions: 1
Published: over 10 years ago
10.1371/journal.pone.0237285
PI Prob: A risk prediction and clinical guidance system for evaluating patients with recurrent infections
Cited by: 13
Author(s): Nicholas L. Rider, Gina Cahill, Tina Motazedi, Lei Wei, Ashok Kurian, Lenora M. Noroski, Filiz O. Seeborg, Iván K. Chinn, Kirk Roberts
Software Mentions: 1
Published: over 5 years ago
10.1038/srep33883
An Automated Microwell Platform for Large-Scale Single Cell RNA-Seq
Cited by: 100
Author(s): Jinzhou Yuan, Peter A. Sims
Software Mentions: 1
Published: about 10 years ago
10.1371/journal.pone.0086703
Sequence Based Prediction of DNA-Binding Proteins Based on Hybrid Feature Selection Using Random Forest and Gaussian Naïve Bayes
Cited by: 155
Author(s): Wangchao Lou, Xiaoqing Wang, Fan Chen, Yixiao Chen, Bo Jiang, Hua Zhang
Software Mentions: 1
Published: almost 13 years ago
10.1371/journal.pone.0193128
Most yeast SH3 domains bind peptide targets with high intrinsic specificity
Cited by: 13
Author(s): Tom Brown, Nils Brown, Elliott J. Stollar
Software Mentions: 1
Published: over 8 years ago
10.1186/s12967-020-02542-2
The study of the association between immune monitoring and pneumonia in kidney transplant recipients through machine learning models
Cited by: 14
Author(s): Bo Peng, Hang Gong, Tian Han, Quan Zhuang, Junhui Li, Ke Cheng, Yingzi Ming
Software Mentions: 1
Published: about 6 years ago
10.1038/srep43704
Functional MRI in Awake Dogs Predicts Suitability for Assistance Work
Cited by: 32
Author(s): Gregory S. Berns, Andrew M. Brooks, Mark Spivak, Kerinne Levy
Software Mentions: 1
Published: over 9 years ago
10.7554/eLife.04878
A dedicated visual pathway for prey detection in larval zebrafish
Cited by: 150
Author(s): Julie Lee Semmelhack, Joseph C. Donovan, Tod R. Thiele, Enrico Kuehn, Eva Laurell, Herwig Baier
Software Mentions: 1
Published: almost 12 years ago
10.1038/srep46321
Complete fold annotation of the human proteome using a novel structural feature space
Cited 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 images
Cited 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 Sources
Cited by: 15
Author(s): Zichao Zhai, Ming Tang, Yue Yang, Ming Lu, Wei‐Guo Zhu, Tingting Li
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-017-05557-w
Multiple Ligand-Bound States of a Phosphohexomutase Revealed by Principal Component Analysis of NMR Peak Shifts
Cited by: 8
Author(s): Jia Xu, Akella V. S. Sarma, Yirui Wei, Lesa J. Beamer, Steven R. Van Doren
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-017-06692-0
ADME-Space: a new tool for medicinal chemists to explore ADME properties
Cited by: 55
Author(s): Giovanni Bocci, Emanuele Carosati, Philippe Vayer, Alban Arrault, Sylvain Lozano, Gabriele Cruciani
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-017-08660-0
Rapid phenotypic individualization of bacterial sister cells
Cited by: 18
Author(s): Sander K. Govers, Antoine Adam, Hendrik Blockeel, Abram Aertsen
Software Mentions: 1
Published: about 9 years ago
10.1371/journal.pone.0137241
Estimating Regions of Oceanographic Importance for Seabirds Using A-Spatial Data
Cited by: 4
Author(s): Grant R. W. Humphries
Software Mentions: 1
Published: about 11 years ago
10.7554/eLife.67685
Cortical magnification in human visual cortex parallels task performance around the visual field
Cited by: 47
Author(s): Noah C. Benson, Eline R Kupers, Antoine Barbot, Marisa Carrasco, Jonathan Winawer
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pone.0122287
Comparison of Sequencing Based CNV Discovery Methods Using Monozygotic Twin Quartets
Cited by: 15
Author(s): Marc‐André Legault, Simon L. Girard, Louis‐Philippe Lemieux Perreault, Guy A. Rouleau, Marie‐Pierre Dubé
Software Mentions: 1
Published: over 11 years ago
10.1371/journal.pone.0248737
Differential privacy fuzzy C-means clustering algorithm based on gaussian kernel function
Cited by: 4
Author(s): Yaling Zhang, Jie Han
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-017-15622-z
Hydrogen adsorption on doped MoS2 nanostructures
Cited by: 57
Author(s): Mikko Hakala, Rasmus Kronberg, Kari Laasonen
Software Mentions: 1
Published: almost 9 years ago
10.1371/journal.pone.0166866
Towards the Automatic Classification of Avian Flight Calls for Bioacoustic Monitoring
Cited by: 68
Author(s): Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Matt Robbins, Sara Keen, Holger Klinck, Steve Kelling
Software Mentions: 1
Published: almost 10 years ago
10.1371/journal.pone.0217053
Automatic classification of focal liver lesions based on MRI and risk factors
Cited by: 39
Author(s): Mariëlle J. A. Jansen, Hugo J. Kuijf, Wouter B. Veldhuis, Frank J. Wessels, Max A. Viergever, Josien P. W. Pluim
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-017-16674-x
Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records
Cited 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 Networks
Cited 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 monitoring
Cited by: 94
Author(s): Stephen G. Matthews, Amy Miller, Thomas Plötz, Ι. Kyriazakis
Software Mentions: 1
Published: almost 9 years ago
10.1371/journal.pone.0211770
Visual cues that predict intuitive risk perception in the case of HIV
Cited by: 4
Author(s): Ralf Schmälzle, Freda–Marie Hartung, Alexander Barth, Martin A. Imhof, Alex Kenter, Britta Renner, Harald T. Schupp
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-017-18993-5
Landmark detection in 2D bioimages for geometric morphometrics: a multi-resolution tree-based approach
Cited 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: almost 9 years ago
10.1038/s41598-017-18972-w
Developing an in silico minimum inhibitory concentration panel test for Klebsiella pneumoniae
Cited 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: almost 9 years ago
10.1186/s12911-019-0782-3
Identifying peer experts in online health forums
Cited by: 15
Author(s): V. G. Vinod Vydiswaran, Manoj Reddy
Software Mentions: 1
Published: over 7 years ago
10.1038/s41598-018-21011-x
Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits
Cited by: 37
Author(s): Andrew Katumba, Jelle Heyvaert, Bendix Schneider, Sarah Uvin, Joni Dambre, Peter Bienstman
Software Mentions: 1
Published: almost 9 years ago
10.1038/s41598-018-21544-1
Machine learning for the meta-analyses of microbial pathogens’ volatile signatures
Cited 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 signals
Cited 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 habitat
Cited 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
10.1371/journal.pone.0255693
Prediction of HIV drug resistance based on the 3D protein structure: Proposal of molecular field mapping
Cited by: 4
Author(s): Ryosaku Ota, Kanako So, Masahiro Tsuda, Yuriko Higuchi, Fumiyoshi Yamashita
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 learning
Cited by: 40
Author(s): Csaba Kerepesi, Bálint Daróczy, Ádám Sturm, Tibor Vellai, András A. Benczúr
Software Mentions: 1
Published: over 8 years ago
10.1371/journal.pone.0145118
Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study
Cited by: 127
Author(s): Oskar Maier, Christoph Schröder, Nils D. Forkert, Thomas Martinetz, Heinz Handels
Software Mentions: 1
Published: almost 11 years ago
10.1371/journal.pone.0234871
A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer
Cited by: 28
Author(s): Aydın Demircioğlu, Johannes Grueneisen, Marc Ingenwerth, Oliver Hoffmann, Katja Pinker-Domenig, Elizabeth A. Morris, Johannes Haubold, Michael Forsting, Felix Nensa, Lale Umutlu
Software Mentions: 1
Published: over 6 years ago
10.1038/s41598-018-25523-4
Statistical learning of mobility patterns from long-term monitoring of locomotor behaviour with body-worn sensors
Cited 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
10.1186/s12911-021-01489-8
Early warning of citric acid overdose and timely adjustment of regional citrate anticoagulation based on machine learning methods
Cited by: 6
Author(s): Huan Chen, Yingying Ma, Na Hong, Hao Wang, Longxiang Su, Chun Li, Jie He, Huizhen Jiang, Yun Long, Weiguo Zhu
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.40675
A whole lifespan mouse multi-tissue DNA methylation clock
Cited by: 123
Author(s): Margarita Meer, Dmitriy I. Podolskiy, Alexander Tyshkovskiy, Vadim N. Gladyshev
Software Mentions: 1
Published: almost 8 years ago
10.1371/journal.pone.0153208
Automated Segmentation of Skin Strata in Reflectance Confocal Microscopy Depth Stacks
Cited by: 15
Author(s): Samuel C. Hames, Marco Ardigò, H. Peter Soyer, Andrew P. Bradley, Tarl W. Prow
Software Mentions: 1
Published: over 10 years ago
10.1186/s12911-020-01326-4
Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record data
Cited by: 9
Author(s): Pete Yeh, Yiheng Pan, L. Nelson Sanchez-Pinto, Yuan Luo
Software Mentions: 1
Published: almost 6 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 Spectrometry
Cited 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: over 8 years ago
10.1371/journal.pone.0230164
Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data
Cited by: 3
Author(s): Nazmul Haque, Sadia Sharmin, Amin Ahsan Ali, Abu Ashfaqur Sajib, Mohammad Shoyaib
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 conditions
Cited by: 5
Author(s): Jordy Thielen, Rob van Lier, Marcel van Gerven
Software Mentions: 1
Published: over 8 years ago
10.1371/journal.pone.0177239
Mapping the emotional face. How individual face parts contribute to successful emotion recognition
Cited by: 196
Author(s): Martin Wegrzyn, Maria Vogt, Berna Kireclioglu, Julia Schneider, Johanna Kißler
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-018-31861-0
Visualisation and analysis of hepatitis C virus non-structural proteins using super-resolution microscopy
Cited by: 5
Author(s): C. J. Bartlett, Alistair Curd, Michelle Peckham, Mark Harris
Software Mentions: 1
Published: about 8 years ago
10.1371/journal.pone.0247243
Registration of spatio-temporal point clouds of plants for phenotyping
Cited by: 17
Author(s): Nived Chebrolu, Federico Magistri, Thomas Läbe, Cyrill Stachniss
Software Mentions: 1
Published: over 5 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) predictor
Cited by: 43
Author(s): Marco Podda, Davide Bacciu, Alessio Micheli, Roberto Bellù, Giulia Placidi, Luigi Gagliardi
Software Mentions: 1
Published: about 8 years ago
10.1371/journal.pone.0173647
Simple agarose micro-confinement array and machine-learning-based classification for analyzing the patterned differentiation of mesenchymal stem cells
Cited by: 18
Author(s): Nobuyuki Tanaka, Tadahiro Yamashita, Asako Sato, Viola Vogel, Yo Tanaka
Software Mentions: 1
Published: over 9 years ago
10.1038/s41598-018-32834-z
Pattern to Knowledge: Deep Knowledge-Directed Machine Learning for Residue-Residue Interaction Prediction
Cited by: 6
Author(s): Andrew K. C. Wong, Antonio Sze-To, Gary L. Johanning
Software Mentions: 1
Published: about 8 years ago
10.7554/eLife.53151
Network dynamics underlying OFF responses in the auditory cortex
Cited by: 14
Author(s): Giulio Bondanelli, Thomas Deneux, Brice Bathellier, Srdjan Ostojic
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 Networks
Cited by: 8
Author(s): Luca Giancardo, Octavio Arevalo, Andrea Tenreiro, Roy Riascos, Eliana Bonfante
Software Mentions: 1
Published: about 8 years ago
10.1371/journal.pone.0184216
Automatic machine-learning based identification of jogging periods from accelerometer measurements of adolescents under field conditions
Cited by: 34
Author(s): Eftim Zdravevski, Biljana Risteska Stojkoska, Marie Standl, Holger Schulz
Software Mentions: 1
Published: about 9 years ago
10.1371/journal.pone.0205348
Automated classification of synaptic vesicles in electron tomograms of C. elegans using machine learning
Cited by: 7
Author(s): Kristin Verena Kaltdorf, M. Theiß, Sebastian M. Markert, Mei Zhen, Thomas Dandekar, Christian Stigloher, Philip Kollmannsberger
Software Mentions: 1
Published: about 8 years ago
10.1186/s12911-019-0781-4
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks
Cited by: 76
Author(s): Yao Liang, Chengsheng Mao, Yuan Luo
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pntd.0009530
Dipeptidyl peptidase III as a DNA marker to investigate epidemiology and taxonomy of Old World Leishmania species
Cited by: 0
Author(s): Insaf Bel Hadj Ali, Hamed Chouaieb, Yusr Saadi Ben Aoun, Emna Harigua‐Souiai, Hejer Souguir, Alia Yaacoub, Oussaïma El Dbouni, Zoubir Harrat, Maowia M. Mukhtar, M. Ben Saïd, Nabil Haddad, Akila Fathallah-Mili, Ikram Guizani
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pntd.0005989
Mitochondrial dual-coding genes in Trypanosoma brucei
Cited by: 17
Author(s): Laura E. Kirby, Donna J. Koslowsky
Software Mentions: 1
Published: about 9 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 consortium
Cited by: 14
Author(s): Peter Vďačný, Emese Érseková, Katarína Šoltýs, Jaroslav Budiš, Lukáš Pecina, Ivan Rurik
Software Mentions: 1
Published: almost 8 years ago