Projects: pypi: scikit-learn

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

A set of python modules for machine learning and data mining
72 versions
Latest release: almost 3 years ago
5,918 dependent packages
43,777,417 downloads last month

Enhanced Analysis
Educational Contributors: a.joly@ulg.ac.be vanderplas@astro.washington.edu bh00038@cvplws63.eps.surrey.ac.uk ha258@cornell.edu satra@mit.edu zl2480@columbia.edu pinto@alum.mit.edu jz4721@nyu.edu matteo.visconti.gr@dartmouth.edu vighneshbirodkar@nyu.edu robert.l.marchman@dartmouth.edu rs2715@stern.nyu.edu claire.savard@colorado.edu aaaagrawal@iitb.ac.in ihaque@cs.stanford.edu rspeer@mit.edu mluessi@nmr.mgh.harvard.edu amitibo@tx.technion.ac.il ericchang2017@u.northwestern.edu jkarno@seas.upenn.edu minghui.liu@trincoll.edu m.lyra@sussex.ac.uk andrew.knyazev@ucdenver.edu lamb@cs.stanford.edu camilo@neurostat.mit.edu martino.sorbaro@ed.ac.uk t.sheerman-chase@surrey.ac.uk cgohlke@uci.edu batulaa@drexel.edu kcarnold@alum.mit.edu apw@seas.harvard.edu abie@alum.mit.edu rossbar@berkeley.edu alceballosa@unal.edu.co fhoang7@berkeley.edu hechen@seas.upenn.edu stefan@sun.ac.za deepyaman.datta@utexas.edu rebekah.kim@columbia.edu shubham.bhardwaj2015@vit.ac.in slama@berkeley.edu nisingh@wharton.upenn.edu kanikas3@vt.edu jdlabal@stanford.edu kjells@uw.edu markus.loning.17@ucl.ac.uk k_nzw@klis.tsukuba.ac.jp dkirkby@uci.edu balawson@bu.edu c.brummitt@columbia.edu choo8@illinois.edu giorgio.patrini@anu.edu.au shangwuy@andrew.cmu.edu rafael.possas@sydney.edu.au olsonran@msu.edu brian.mcfee@nyu.edu naj273@nyu.edu dgrusak@trinity.edu emd222@cornell.edu voth0@sewanee.edu trishnendu.dd2014@cs.iiests.ac.in apeng@berkeley.edu boucher@cs.umass.edu lunt@ctbp.ucsd.edu bakhbari@mgh.harvard.edu piraka@brandeis.edu neal.lathia@cl.cam.ac.uk razhoshia@post.bgu.ac.il michal.romaniuk06@ic.ac.uk m.batchkarov@sussex.ac.uk lemin@cs.colostate.edu rudvlf0413@korea.ac.kr vredev16@msu.edu raschkas@msu.edu ali.baharev@univie.ac.at a.krasoulis@sms.ed.ac.uk arokem@berkeley.edu gabrielvr@al.insper.edu.br eric.sanchez1234@email.bakersfieldcollege.edu fcchou@stanford.edu rofuyu@cs.utexas.edu glemaitre@visor.udg.edu naoyaiijima@hiroshima-u.ac.jp ayushgup@iitk.ac.in joel@vlan-2666-10-17-16-173.staff.wireless.sydney.edu.au jam7w2@mail.missouri.edu j.hale09@imperial.ac.uk tw991@nyu.edu patel_zeel@iitgn.ac.in vincent.lostanlen@nyu.edu stvjc@channing.harvard.edu ritchieng@u.nus.edu bansalsi@usc.edu rbarnes@umn.edu rrohan@cs.cmu.edu liutong.zhou@columbia.edu mdh386@nyu.edu mlf419@nyu.edu shreyave@usc.edu jin.siy@northeastern.edu samuel_ainsworth@brown.edu cwijes1@lsu.edu wadawson@ucdavis.edu xinyuliu@umich.edu rz258@cornell.edu daniel.mallia21@myhunter.cuny.edu argriffi@ncsu.edu filipj@umich.edu kms15@case.edu sam.dixon@berkeley.edu khong008@e.ntu.edu.sg jnelso11@gmu.edu jclawton@umich.edu jaehyunahn@sogang.ac.kr ijpulidos@unal.edu.co gstupp@scripps.edu justhube@umich.edu noamkeidar@campus.technion.ac.il nityamd@nyu.edu css459@nyu.edu alyee@ucsd.edu andersk@mit.edu dhanus@mit.edu coreylevinson@uchicago.edu cailean.carter@quadram.ac.uk bral4884@colorado.edu dschult@colgate.edu dpwe@ee.columbia.edu dylan.cashman@tufts.edu pawelsendyk@berkeley.edu qzhang90@gatech.edu mhaberla@calpoly.edu saketk@student.unimelb.edu.au eunjikim@dm.snu.ac.kr erinrhof@uw.edu ksivaman@purdue.edu garmstrong@ucsd.edu konstantin.shmelkov@polytechnique.edu e175774@ie.u-ryukyu.ac.jp hermidal@cs.umd.edu jbearer@hmc.edu jmarin@csail.mit.edu
Repository Activity:
Repository Owner: scikit-learn (organization)
Repositories related to the scikit-learn Python machine learning library. Academic
README Analysis:
Science Score: 100/100
Starting Score: 100 points
Bonuses:
  • +2840 Educational commit emails
    142 contributors with educational email addresses
  • +20 Academic repository owner
    Repository owned by academic institution
  • +15 Institutional repository owner
    Repository owned by research institution
  • +6 Science terms in README
    3 scientific terms found in README
Penalties:
  • -10 PyPI ecosystem
    General-purpose ecosystem

Very Likely Science (100)

Papers Mentioning scikit-learn 2,431

10.1038/s41598-017-15695-w
Objective quantification of nanoscale protein distributions
Cited by: 15
Author(s): Miklos Szoboszlay, Tekla Kirizs, Zoltán Nusser
Software Mentions: 6
Published: almost 9 years ago
10.3390/brainsci10110851
Functional and Structural Connectome Features for Machine Learning Chemo-Brain Prediction in Women Treated for Breast Cancer with Chemotherapy
Cited by: 4
Author(s): Vincent Chin‐Hung Chen, Tung-Yeh Lin, Dah-Cherng Yeh, Jyh‐Wen Chai, Jun‐Cheng Weng
Software Mentions: 6
Published: almost 6 years ago
10.1016/j.cell.2016.09.027
Molecular Diversity of Midbrain Development in Mouse, Human, and Stem Cells
Cited by: 620
Author(s): Gioele La Manno, Daniel Gyllborg, Simone Codeluppi, Kaneyasu Nishimura, Carmen Saltó, Amit Zeisel, Lars E. Borm, Simon Stott, Enrique M. Toledo, J. Carlos Villaescusa, Peter Lönnerberg, Jesper Ryge, Roger A. Barker, Ernest Arenas, Sten Linnarsson
Software Mentions: 6
Published: almost 10 years ago
10.1371/journal.pone.0244175
Rapid detection of fast innovation under the pressure of COVID-19
Cited by: 11
Author(s): Nicola Melluso, Andrea Bonaccorsi, Filippo Chiarello, Gualtiero Fantoni
Software Mentions: 6
Published: over 5 years ago
10.21203/rs.3.rs-726620/v1
Gut microbiome dysbiosis during COVID-19 is associated with increased risk for bacteremia and microbial translocation.
Cited by: 27
Author(s): Mericien Venzon, Lucie Bernard-Raichon, Jonathan Klein, Jordan Axelrad, Grant A. Hussey, Alexis Sullivan, Arnau Casanovas‐Massana, María G. Noval, Ana M. Valero-Jimenez, Juan Gago, Evan Wilder, Yale Impact Team, Akiko Iwasaki, Lorna E. Thorpe, Dan R. Littman, Meike Dittmann, Kenneth A. Stapleford, Bo Shopsin, Victor J. Torres, Albert Icksang Ko, Ken Cadwell, Jonas Schluter
Software Mentions: 6
Published: about 5 years ago
10.3389/fninf.2014.00022
SCoT: a Python toolbox for EEG source connectivity
Cited by: 21
Author(s): Martin Billinger, Clemens Brunner, Gernot Müller-Putz
Software Mentions: 6
Published: over 12 years ago
10.1371/journal.pone.0245157
A comparison of machine learning models versus clinical evaluation for mortality prediction in patients with sepsis
Cited by: 38
Author(s): William P T M van Doorn, Patricia M. Stassen, Hella F. Borggreve, Maaike J. Schalkwijk, Judith Stoffers, Otto Bekers, Steven J.R. Meex
Software Mentions: 6
Published: over 5 years ago
10.1186/s13007-020-00591-8
The BELT and phenoSEED platforms: shape and colour phenotyping of seed samples
Cited by: 18
Author(s): Keith Halcro, Kaitlin McNabb, Ashley Lockinger, Didier Socquet-Juglard, Kirstin E. Bett, Scott D. Noble
Software Mentions: 6
Published: over 6 years ago
10.1186/s13321-021-00536-w
Learning protein-ligand binding affinity with atomic environment vectors
Cited by: 21
Author(s): Rocco Meli, Andrew Anighoro, Michael J. Bodkin, Garrett M. Morris, Philip C. Biggin
Software Mentions: 6
Published: about 5 years ago
10.1186/s13321-021-00552-w
DTi2Vec: Drug–target interaction prediction using network embedding and ensemble learning
Cited by: 20
Author(s): Maha A. Thafar, Rawan S. Olayan, Somayah Albaradei, Vladimir B. Bajic, Takashi Gojobori, Magbubah Essack, Xin Gao
Software Mentions: 6
Published: almost 5 years ago
10.1371/journal.pone.0203725
An open-source software analysis package for Microspheres with Ratiometric Barcode Lanthanide Encoding (MRBLEs)
Cited by: 15
Author(s): Björn Harink, Huy Nguyen, Kurt S. Thorn, Polly M. Fordyce
Software Mentions: 6
Published: over 7 years ago
10.1371/journal.pone.0236878
Modeling cannabinoids from a large-scale sample of Cannabis sativa chemotypes
Cited by: 12
Author(s): Daniela Vergara, Reggie Gaudino, Thomas Blank, Brian Keegan
Software Mentions: 6
Published: almost 6 years ago
10.1371/journal.pone.0207967
Lateral ventricle volume trajectories predict response inhibition in older age—A longitudinal brain imaging and machine learning approach
Cited by: 11
Author(s): Astri J. Lundervold, Alexandra Vik
Software Mentions: 6
Published: over 7 years ago
10.1128/mSphere.00455-21
A Pilot Study of Microbial Succession in Human Rib Skeletal Remains during Terrestrial Decomposition
Cited by: 9
Author(s): Heather L. Deel, Alexandra L. Emmons, Jennifer Kiely, Franklin E. Damann, David Carter, Aaron M. Lynne, Rob Knight, Zhenjiang Xu, Sibyl R. Bucheli, Jessica L. Metcalf
Software Mentions: 6
Published: almost 5 years ago
10.3389/fpls.2021.609684
Transcriptomics of Differential Ripening in ‘d’Anjou’ Pear (Pyrus communis L.)
Cited by: 5
Author(s): Loren Honaas, Heidi Hargarten, John A. Hadish, Stephen P. Ficklin, Sara Serra, Stefano Musacchi, Eric Wafula, James P. Mattheis, Claude W. dePamphilis, David R. Rudell
Software Mentions: 6
Published: about 5 years ago
10.1186/s13326-019-0212-6
Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes
Cited by: 6
Author(s): Mercedes Arguello-Casteleiro, Robert Stevens, Julio Des-Diz, Chris Wroe, M.J. Fernandez-Prieto, Nava Maroto, Diego Maseda-Fernandez, George Demetriou, Simon Peters, P. J. W. Noble, Phil Jones, Joanna Dukes‐McEwan, Alan Radford, John Keane, Goran Nenadić
Software Mentions: 6
Published: almost 7 years ago
10.1016/j.immuni.2019.01.001
Single-Cell Transcriptomics of Regulatory T Cells Reveals Trajectories of Tissue Adaptation
Cited by: 322
Author(s): Ricardo J. Miragaia, Tomás Gomes, Agnieszka Chomka, Laura Jardine, Angela Riedel, Ahmed N. Hegazy, Natasha Whibley, A. Tucci, Xi Chen, Ida Lindeman, Guy Emerton, Thomas Krausgruber, Jacqueline D. Shields, Muzlifah Haniffa, Fiona Powrie, Sarah A. Teichmann
Software Mentions: 6
Published: over 7 years ago
10.1186/s13321-016-0180-0
Mapping the 3D structures of small molecule binding sites
Cited by: 13
Author(s): Joshua Meyers, Nathan Brown, Julian Blagg
Software Mentions: 6
Published: over 9 years ago
10.1128/mSystems.00016-19
A Novel Sparse Compositional Technique Reveals Microbial Perturbations
Cited by: 255
Author(s): Cameron Martino, James T. Morton, Clarisse Marotz, Luke R. Thompson, Anupriya Tripathi, Rob Knight, Karsten Zengler
Software Mentions: 6
Published: over 7 years ago
10.1001/jamanetworkopen.2021.8075
Assessment of Overuse of Medical Tests and Treatments at US Hospitals Using Medicare Claims
Cited by: 21
Author(s): Kelsey Chalmers, Philip E. Smith, Judith A. Garber, Valérie Gopinath, Shannon Brownlee, Allen D. Schwartz, Adam G Elshaug, Vikas Saini
Software Mentions: 6
Published: over 5 years ago
10.1186/s12874-019-0673-4
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework
Cited by: 7
Author(s): Simon Bussy, Raphaël Veil, Vincent Looten, Anita Burgun, Stéphane Gaı̈ffas, Agathe Guilloux, Brigitte Ranque, Anne‐Sophie Jannot
Software Mentions: 6
Published: over 7 years ago
10.3390/ijerph18094543
A Study of the Effects of the COVID-19 Pandemic on the Experience of Back Pain Reported on Twitter® in the United States: A Natural Language Processing Approach
Cited by: 13
Author(s): Krzysztof Fiok, Waldemar Karwowski, Edgar Gutiérrez, Maham Saeidi, Awad M. Aljuaid, Mohammad Reza Davahli, Redha Taı̈ar, Tadeusz Marek, Ben D. Sawyer
Software Mentions: 6
Published: over 5 years ago
10.1186/s13059-019-1837-6
DeepImpute: an accurate, fast, and scalable deep neural network method to impute single-cell RNA-seq data
Cited by: 162
Author(s): Cédric Arisdakessian, Olivier Poirion, Breck Yunits, Xun Zhu, Lana X. Garmire
Software Mentions: 6
Published: almost 7 years ago
10.1186/s13059-019-1871-4
tmap: an integrative framework based on topological data analysis for population-scale microbiome stratification and association studies
Cited by: 17
Author(s): Tianhua Liao, Yuchen Wei, Mingjing Luo, Guoping Zhao, Haokui Zhou
Software Mentions: 6
Published: over 6 years ago
10.1186/s13059-020-02128-7
Tuning parameters of dimensionality reduction methods for single-cell RNA-seq analysis
Cited by: 15
Author(s): Félix Raimundo, Céline Vallot, Jean-Philippe Vert
Software Mentions: 6
Published: almost 6 years ago
10.1186/s13059-021-02435-7
DeTOKI identifies and characterizes the dynamics of chromatin TAD-like domains in a single cell
Cited by: 15
Author(s): Xiao Li, Guangjie Zeng, Angsheng Li, Zhihua Zhang
Software Mentions: 6
Published: about 5 years ago
10.2196/26540
Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study
Cited by: 40
Author(s): Kennedy Opoku Asare, Yannik Terhorst, Julio Vega, Ella Peltonen, Eemil Lagerspetz, Denzil Ferreira
Software Mentions: 6
Published: about 5 years ago
10.1038/s42003-021-02595-z
Single-cell profiling defines the prognostic benefit of CD39high tissue resident memory CD8+ T cells in luminal-like breast cancer
Cited by: 9
Author(s): Agnese Losurdo, Caterina Scirgolea, Giorgia Alvisi, Jolanda Brummelman, Valentina Errico, Luca Di Tommaso, Karolina Pilipow, Federico Colombo, Bethania Fernandes, Clelia Peano, Alberto Testori, Corrado Tinterri, Massimo Roncalli, Armando Santoro, Emilia Maria Cristina Mazza, Enrico Lugli
Software Mentions: 6
Published: almost 5 years ago
10.2196/25000
Mortality Prediction of Patients With Cardiovascular Disease Using Medical Claims Data Under Artificial Intelligence Architectures: Validation Study
Cited by: 2
Author(s): Linh Tran, Lianhua Chi, Alessio Bonti, Mohamed Abdelrazek, Yi‐Ping Phoebe Chen
Software Mentions: 6
Published: over 5 years ago
10.1186/s13550-020-00744-9
Repeatability of two semi-automatic artificial intelligence approaches for tumor segmentation in PET
Cited by: 12
Author(s): Elisabeth Pfaehler, Liesbet Mesotten, Gem Kramer, Michiel Thomeer, Karolien Vanhove, Johan de Jong, Peter Adriaensens, Otto S. Hoekstra, Ronald Boellaard
Software Mentions: 6
Published: over 5 years ago
10.7554/eLife.51085
CytoCensus, mapping cell identity and division in tissues and organs using machine learning
Cited by: 12
Author(s): Martin Hailstone, Dominic Waithe, Tamsin J Samuels, Yang Lu, Ita Costello, Yoav Arava, Elizabeth J. Robertson, Richard M. Parton, Ilan Davis
Software Mentions: 6
Published: over 6 years ago
10.1038/s41598-021-90335-y
Whole brain functional recordings at cellular resolution in zebrafish larvae with 3D scanning multiphoton microscopy
Cited by: 15
Author(s): Matteo Bruzzone, Enrico Chiarello, Marco Albanesi, Maria Elena Miletto Petrazzini, Aram Megighian, Claudia Lodovichi, Marco Dal Maschio
Software Mentions: 6
Published: about 5 years ago
10.1155/2021/3774607
Automated Amharic News Categorization Using Deep Learning Models
Cited by: 9
Author(s): Demeke Endalie, Getamesay Haile
Software Mentions: 6
Published: about 5 years ago
10.12688/f1000research.11905.2
Virtual-screening workflow tutorials and prospective results from the Teach-Discover-Treat competition 2014 against malaria
Cited by: 5
Author(s): Sereina Riniker, Gregory A. Landrum, Floriane Montanari, Santiago D. Villalba, Julie Maier, Johanna M. Jansen, W. Patrick Walters, Anang A. Shelat
Software Mentions: 6
Published: over 8 years ago
10.12688/f1000research.51117.1
Data extraction methods for systematic review (semi)automation: A living systematic review
Cited by: 24
Author(s): Lena Schmidt, Babatunde Kazeem Olorisade, Luke A McGuinness, James Thomas, Julian P T Higgins
Software Mentions: 6
Published: over 5 years ago
10.1038/s41598-021-85848-5
Abnormal upregulation of cardiovascular disease biomarker PLA2G7 induced by proinflammatory macrophages in COVID-19 patients
Cited by: 18
Author(s): Yang Li, Yongzhong Jiang, Yi Zhang, Naizhe Li, Qiangling Yin, Linlin Liu, Xin Lv, Yan Liu, Aqian Li, Bin Fang, Jiajia Li, Hengping Ye, Gang Ye, Xiaoxian Cui, Yang Liu, Yuanyuan Qu, Chuan Li, Jiandong Li, Dexin Li, Zhongtao Gai, Shiwen Wang, Faxian Zhan, Mifang Liang
Software Mentions: 6
Published: over 5 years ago
10.1038/s41598-021-82404-z
The evolution of humanitarian mapping within the OpenStreetMap community
Cited by: 53
Author(s): Benjamin Herfort, Sven Lautenbach, João Porto de Albuquerque, Jennings Anderson, Alexander Zipf
Software Mentions: 6
Published: over 5 years ago
10.3389/fpsyg.2019.02678
Multiple Negative Emotions During Learning With Digital Learning Environments – Evidence on Their Detrimental Effect on Learning From Two Methodological Approaches
Cited by: 17
Author(s): Franz Wortha, Roger Azevedo, Michelle Taub, Susanne Narciss
Software Mentions: 6
Published: over 6 years ago
10.1136/gutjnl-2020-323877
Blue poo: impact of gut transit time on the gut microbiome using a novel marker
Cited by: 61
Author(s): Francesco Asnicar, Emily R Leeming, Eirini Dimidi, Mohsen Mazidi, Paul W. Franks, Haya Al Khatib, Ana M. Valdes, Richard Davies, Elco Bakker, Lucy Francis, Andrew T. Chan, Rachel Gibson, George Hadjigeorgiou, Jonathan Wolf, Timothy D. Spector, Nicola Segata, Sarah Berry
Software Mentions: 6
Published: over 5 years ago
10.1534/g3.114.016196
A Multipurpose, High-Throughput Single-Nucleotide Polymorphism Chip for the Dengue and Yellow Fever Mosquito, <i>Aedes aegypti</i>
Cited by: 53
Author(s): Benjamin R. Evans, Andrea Gloria‐Soria, Lin Hou, Carolyn S. McBride, Mariangela Bonizzoni, Hongyu Zhao, Jeffrey R. Powell
Software Mentions: 6
Published: over 11 years ago
10.1093/gigascience/giab058
Scalable analysis of multi-modal biomedical data
Cited by: 3
Author(s): Jaclyn Smith, Yao Shi, Michael Benedikt, Miloš Nikolić
Software Mentions: 6
Published: almost 5 years ago
10.3390/genes12071067
Total Genotype Score Modelling of Polygenic Endurance-Power Profiles in Lithuanian Elite Athletes
Cited by: 6
Author(s): Erinija Pranckevičienė, Valentina Ginevičienė, Audronė Jakaitienė, Laimonas Januska, Algirdas Utkus
Software Mentions: 6
Published: about 5 years ago
10.1007/s10710-018-9328-1
Visualising the global structure of search landscapes: genetic improvement as a case study
Cited by: 12
Author(s): Nadarajen Veerapen, Gabriela Ochoa
Software Mentions: 6
Published: about 8 years ago
10.1038/s41598-021-87064-7
Predicting the clinical management of skin lesions using deep learning
Cited by: 16
Author(s): Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
Software Mentions: 5
Published: over 5 years ago
10.1093/gigascience/gix111
ProphTools: general prioritization tools for heterogeneous biological networks
Cited by: 10
Author(s): Carmen Navarro, Víctor R. Martínez, Armando Blanco, Carlos Cano
Software Mentions: 5
Published: over 8 years ago
10.3389/frai.2020.00013
Designing and Evaluating the Usability of a Machine Learning API for Rapid Prototyping Music Technology
Cited by: 5
Author(s): Francisco Bernardo, Michael Zbyszyński, Mick Grierson, Rebecca Fiebrink
Software Mentions: 5
Published: over 6 years ago
10.1016/j.compbiomed.2015.12.002
Rapid development of image analysis research tools: Bridging the gap between researcher and clinician with pyOsiriX
Cited by: 33
Author(s): Matthew Blackledge, David J. Collins, Dow‐Mu Koh, Martin O. Leach
Software Mentions: 5
Published: over 10 years ago
10.1038/s41598-020-74748-9
Dynamic changes in the brain protein interaction network correlates with progression of Aβ42 pathology in Drosophila
Cited by: 6
Author(s): Harry M. Scholes, Adam Cryar, Fiona Kerr, David Sutherland, Lee A. Gethings, Johannes P.C. Vissers, Jonathan G. Lees, Christine A. Orengo, Linda Partridge, Konstantinos Thalassinos
Software Mentions: 5
Published: almost 6 years ago
10.3389/fpsyt.2016.00130
Development and Clinical Evaluation of an mHealth Application for Stress Management
Cited by: 26
Author(s): Brent Winslow, George L. Chadderdon, Sara Dechmerowski, David Jones, Solomon Kalkstein, Jennifer L. Greene, Philip Gehrman
Software Mentions: 5
Published: about 10 years ago
10.1186/s13059-021-02313-2
Schema: metric learning enables interpretable synthesis of heterogeneous single-cell modalities
Cited by: 19
Author(s): Rohit Singh, Brian Hie, Ashwin Narayan, Bonnie Berger
Software Mentions: 5
Published: over 5 years ago
10.3390/e22111198
FASTENER Feature Selection for Inference from Earth Observation Data
Cited by: 2
Author(s): Filip Koprivec, Klemen Kenda, Beno Šircelj
Software Mentions: 5
Published: almost 6 years ago
10.2196/24073
A Natural Language Processing–Based Virtual Patient Simulator and Intelligent Tutoring System for the Clinical Diagnostic Process: Simulator Development and Case Study
Cited by: 14
Author(s): Raffaello Furlan, Mauro Gatti, Roberto Menè, Dana Shiffer, Chiara Marchiori, Alessandro Giaj Levra, Vincenzo Saturnino, Enrico Brunetta, Franca Dipaola
Software Mentions: 5
Published: over 5 years ago
10.1242/dev.183855
Aging induces aberrant state transition kinetics in murine muscle stem cells
Cited by: 50
Author(s): Jacob C. Kimmel, Ara B. Hwang, Annarita Scaramozza, Wallace F. Marshall, Andrew S. Brack
Software Mentions: 5
Published: over 6 years ago
10.1155/2021/5522729
Prediction of COVID-19 with Computed Tomography Images using Hybrid Learning Techniques
Cited by: 13
Author(s): P. Varalakshmi, Vasumathi Narayanan, Sakthi Jaya Sundar Rajasekar
Software Mentions: 5
Published: over 5 years ago
10.3389/frma.2021.644614
PubMed-Scale Chemical Concept Embeddings Reconstruct Physical Protein Interaction Networks
Cited by: 0
Author(s): Blaž Škrlj, Enja Kokalj, Nada Lavrač
Software Mentions: 5
Published: over 5 years ago
10.3389/frai.2020.536086
Attitudes Toward Multilingualism in Luxembourg. A Comparative Analysis of Online News Comments and Crowdsourced Questionnaire Data
Cited by: 5
Author(s): Christoph Purschke
Software Mentions: 5
Published: almost 6 years ago
10.1038/s41598-019-57198-w
Monitoring canid scent marking in space and time using a biologging and machine learning approach
Cited by: 8
Author(s): Owen R. Bidder, Agustina di Virgilio, J. F. Hunter, Alex McInturff, Kaitlyn M. Gaynor, Alison M. Smith, Janelle Dorcy, Frank Rosell
Software Mentions: 5
Published: over 6 years ago
10.1186/s13059-021-02452-6
Sfaira accelerates data and model reuse in single cell genomics
Cited by: 16
Author(s): David Fischer, Leander Dony, Martin König, Abdul Moeed, Luke Zappia, Lukas Heumos, Sophie Tritschler, Olle Holmberg, Hananeh Aliee, Fabian J. Theis
Software Mentions: 5
Published: almost 5 years ago
10.1016/j.csbj.2021.05.028
Distinguishing between PTEN clinical phenotypes through mutation analysis
Cited by: 14
Author(s): Stephanie Portelli, Lucy Barr, Alex Guimarães Cardoso de Sá, Douglas E. V. Pires, David B. Ascher
Software Mentions: 5
Published: over 5 years ago
10.1038/s41598-020-69298-z
Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics
Cited by: 121
Author(s): Alexandre Carré, G. Klausner, Myriam Edjlali, Marvin Lerousseau, Jade Briend-Diop, Roger Sun, Samy Ammari, Sylvain Reuzé, É. Alvarez Andres, Théo Estienne, S. Niyoteka, Enzo Battistella, Maria Vakalopoulou, Frédéric Dhermain, Nikos Paragios, Éric Deutsch, Catherine Oppenheim, Johan Pallud, Charlotte Robert
Software Mentions: 5
Published: about 6 years ago
10.1186/s13059-019-1858-1
Evaluating nanopore sequencing data processing pipelines for structural variation identification
Cited by: 30
Author(s): Anbo Zhou, Timothy Lin, Jinchuan Xing
Software Mentions: 5
Published: almost 7 years ago
10.3390/ijerph18189912
Assessing Patient-Perceived Hospital Service Quality and Sentiment in Malaysian Public Hospitals Using Machine Learning and Facebook Reviews
Cited by: 12
Author(s): Afiq Izzudin A. Rahim, Mohd Ismail Ibrahim, Kamarul Imran Musa, Sook-Ling Chua, Najib Majdi Yaacob
Software Mentions: 5
Published: almost 5 years ago
10.1038/s41598-020-67209-w
Laboratory culture of the California Sea Firefly Vargula tsujii (Ostracoda: Cypridinidae): Developing a model system for the evolution of marine bioluminescence
Cited by: 5
Author(s): Jessica A. Goodheart, Geetanjali Minsky, Mira N. Brynjegard-Bialik, Michael S. Drummond, Jacqueline Muñoz, Timothy R. Fallon, Darrin T. Schultz, Jing‐Ke Weng, Elizabeth Torres, Todd H. Oakley
Software Mentions: 5
Published: about 6 years ago
10.1186/s13059-017-1196-0
The within-host population dynamics of Mycobacterium tuberculosis vary with treatment efficacy
Cited by: 88
Author(s): Andrej Trauner, Qingyun Liu, Laura E. Via, Xin Liu, Xianglin Ruan, Lili Liang, Huimin Shi, Ying Chen, Ziling Wang, Ruixia Liang, Wei Zhang, Wei Wang, Jingcai Gao, Gang Sun, Daniela Brites, Kathleen England, Guolong Zhang, Sébastien Gagneux, Clifton E. Barry, Qian Gao
Software Mentions: 5
Published: over 9 years ago
10.7554/eLife.69068
Reconciling functional differences in populations of neurons recorded with two-photon imaging and electrophysiology
Cited by: 26
Author(s): Joshua H. Siegle, Peter Ledochowitsch, Xiaoxuan Jia, Daniel Millman, Gabriel Koch Ocker, Shiella Caldejon, Linzy Casal, Andy Cho, Daniel J. Denman, Séverine Durand, Peter A. Groblewski, Gregg Heller, India Kato, Sara Kivikas, Jérôme Lecoq, Chelsea Nayan, Kiet Ngo, Philip R. Nicovich, Kat North, Tamina K Ramirez, Jackie Swapp, Xana Waughman, Ali Williford, Shawn R. Olsen, Christof Koch, Michael A. Buice, Saskia E. J. de Vries
Software Mentions: 5
Published: about 5 years ago
10.1186/s13059-020-01977-6
Avocado: a multi-scale deep tensor factorization method learns a latent representation of the human epigenome
Cited by: 67
Author(s): Jacob Schreiber, Timothy Durham, Jeffrey A. Bilmes, William Stafford Noble
Software Mentions: 5
Published: over 6 years ago
10.3389/frai.2021.680564
Topological Data Analysis Highlights Novel Geographical Signatures of the Human Gut Microbiome
Cited by: 3
Author(s): Eva Lymberopoulos, Giorgia Isabella Gentili, Muhannad Alomari, Nikhil Sharma
Software Mentions: 5
Published: about 5 years ago
10.3389/frai.2020.559617
An Interpretable Predictive Model of Vaccine Utilization for Tanzania
Cited by: 1
Author(s): R. Hariharan, Johnna Sundberg, Giacomo Gallino, Ashley Schmidt, Drew Arenth, Suvrit Sra, Benjamin Fels
Software Mentions: 5
Published: almost 6 years ago
10.1186/s13059-021-02296-0
2passtools: two-pass alignment using machine-learning-filtered splice junctions increases the accuracy of intron detection in long-read RNA sequencing
Cited by: 12
Author(s): Matthew T Parker, Katarzyna Knop, Geoffrey J. Barton, Gordon G. Simpson
Software Mentions: 5
Published: over 5 years ago
10.1186/s13059-021-02294-2
seqQscorer: automated quality control of next-generation sequencing data using machine learning
Cited by: 9
Author(s): Steffen Albrecht, Maximilian Sprang, Miguel A. Andrade‐Navarro, Jean-Fred Fontaine
Software Mentions: 5
Published: over 5 years ago
10.3389/fninf.2017.00025
Pypes: Workflows for Processing Multimodal Neuroimaging Data
Cited by: 10
Author(s): Alexandre Savio, Michael Schütte, Manuel Graña, Igor Yakushev
Software Mentions: 5
Published: over 9 years ago
10.1093/bioinformatics/btv593
Automatic generation of bioinformatics tools for predicting protein–ligand binding sites
Cited by: 12
Author(s): Yusuke Komiyama, Masaki Banno, Kokoro Ueki, Gul Saad, Kentaro Shimizu
Software Mentions: 5
Published: almost 11 years ago
10.3389/fninf.2019.00053
A Comparison of Shallow and Deep Learning Methods for Predicting Cognitive Performance of Stroke Patients From MRI Lesion Images
Cited by: 52
Author(s): Sucheta Chauhan, Lovekesh Vig, Michele De Filippo De Grazia, Maurizio Corbetta, Shandar Ahmad, Marco Zorzi
Software Mentions: 5
Published: about 7 years ago
10.3389/fninf.2018.00089
BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python
Cited by: 159
Author(s): Hananel Hazan, Daniel J. Saunders, Hassaan F. Khan, Devdhar Patel, Darpan T. Sanghavi, Hava T. Siegelmann, Róbert Kozma
Software Mentions: 5
Published: over 7 years ago
10.3389/fimmu.2019.01716
Enhanced Immunomodulation in Inflammatory Environments Favors Human Cardiac Mesenchymal Stromal-Like Cells for Allogeneic Cell Therapies
Cited by: 3
Author(s): Falk Diedrichs, Meaghan Stolk, Karsten Jürchott, Marion Haag, Michael Sittinger, Martina Seifert
Software Mentions: 5
Published: about 7 years ago
10.1186/s12911-020-1046-y
Monitoring stance towards vaccination in twitter messages
Cited by: 20
Author(s): Florian Kunneman, Mattijs Lambooij, Albert Wong, Antal van den Bosch, Liesbeth Mollema
Software Mentions: 5
Published: over 6 years ago
10.3389/fimmu.2018.02059
A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions
Cited by: 8
Author(s): Benjamin F. Sallis, Utkucan Acar, Kelsey Hawthorne, Stephen Babcock, Cynthia Kanagaratham, Jeffrey D. Goldsmith, Rachel Rosen, Jon A. Vanderhoof, Samuel Nurko, Edda Fiebiger
Software Mentions: 5
Published: almost 8 years ago
10.3390/nu12082308
Plasma Metabolites Related to Peripheral and Hepatic Insulin Sensitivity Are Not Directly Linked to Gut Microbiota Composition
Cited by: 6
Author(s): Annefleur M. Koopen, Nicolien C. de Clercq, Moritz V. Warmbrunn, Hilde Herrema, Mark Davids, Pieter F. de Groot, Ruud S. Kootte, Kristien E. Bouter, Max Nieuwdorp, Albert K. Groen, Andrei Prodan
Software Mentions: 5
Published: about 6 years ago
10.1186/s12859-019-2645-4
reactIDR: evaluation of the statistical reproducibility of high-throughput structural analyses towards a robust RNA structure prediction
Cited by: 5
Author(s): Risa Karakida Kawaguchi, Hisanori Kiryu, Junichi Iwakiri, Jun Sese
Software Mentions: 5
Published: over 7 years ago
10.3390/nu13093289
Analyzing Type 2 Diabetes Associations with the Gut Microbiome in Individuals from Two Ethnic Backgrounds Living in the Same Geographic Area
Cited by: 13
Author(s): Manon Balvers, Mélanie Deschasaux, Bert‐Jan H. van den Born, Koos Zwinderman, Max Nieuwdorp, Evgeni Levin
Software Mentions: 5
Published: almost 5 years ago
10.1371/journal.pntd.0004549
Transforming Clinical Data into Actionable Prognosis Models: Machine-Learning Framework and Field-Deployable App to Predict Outcome of Ebola Patients
Cited by: 52
Author(s): Andrés Colubri, Thomas Silver, Terrence Fradet, Kalliroi Retzepi, Benjamin N. Fry, Pardis C. Sabeti
Software Mentions: 5
Published: over 10 years ago
10.1186/s12974-019-1500-x
Contribution of LTi and TH17 cells to B cell aggregate formation in the central nervous system in a mouse model of multiple sclerosis
Cited by: 18
Author(s): Verena Schropp, Jörn Rohde, Damiano M. Rovituso, Samir Jabari, Richa Bharti, Stefanie Küerten
Software Mentions: 5
Published: about 7 years ago
10.1186/s12859-020-03661-9
METROID: an automated method for robust quantification of subcellular fluorescence events at low SNR
Cited by: 0
Author(s): Marcelo Zoccoler, Pedro Xavier de Oliveira
Software Mentions: 5
Published: about 6 years ago
10.2196/13822
Detecting Developmental Delay and Autism Through Machine Learning Models Using Home Videos of Bangladeshi Children: Development and Validation Study
Cited by: 76
Author(s): Qandeel Tariq, Scott L. Fleming, Jessey Schwartz, Kaitlyn Dunlap, Conor K. Corbin, Peter Washington, Haik Kalantarian, Naila Zaman Khan, Gary L. Darmstadt, Dennis P. Wall
Software Mentions: 5
Published: over 7 years ago
10.2196/15293
Detection of Suicidality Among Opioid Users on Reddit: Machine Learning–Based Approach
Cited by: 24
Author(s): Hannah Yao, Sina Rashidian, Xinyu Dong, Hongyi Duanmu, Richard N. Rosenthal, Fusheng Wang
Software Mentions: 5
Published: over 5 years ago
10.1371/journal.pcbi.1007636
Structural diversity of B-cell receptor repertoires along the B-cell differentiation axis in humans and mice
Cited by: 23
Author(s): Aleksandr Kovaltsuk, Matthew I. J. Raybould, Wing Ki Wong, Claire Marks, Sebastian Kelm, James Snowden, Johannes Trück, Charlotte M. Deane
Software Mentions: 5
Published: over 6 years ago
10.1371/journal.pcbi.1009108
Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitis
Cited by: 5
Author(s): Necati Esener, Alexandre Maciel-Guerra, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini
Software Mentions: 5
Published: about 5 years ago
10.1186/s12911-020-01154-6
A predictive analytics model for differentiating between transient ischemic attacks (TIA) and its mimics
Cited by: 9
Author(s): Alia Stanciu, Mihai Banciu, Alireza Sadighi, Kyle Marshall, Neil R. Holland, Vida Abedi, Ramin Zand
Software Mentions: 5
Published: about 6 years ago
10.1371/journal.pcbi.1008229
DeepHE: Accurately predicting human essential genes based on deep learning
Cited by: 24
Author(s): Xue Zhang, Wangxin Xiao, Weijia Xiao
Software Mentions: 5
Published: almost 6 years ago
10.1186/s12859-019-2969-0
Exploring the druggable space around the Fanconi anemia pathway using machine learning and mechanistic models
Cited by: 24
Author(s): Marina Esteban-Medina, María Peña‐Chilet, Carlos Loucera, Joaquı́n Dopazo
Software Mentions: 5
Published: about 7 years ago
10.1371/journal.pcbi.1009316
A probabilistic model for the ultradian timing of REM sleep in mice
Cited by: 6
Author(s): Sung-Ho Park, Justin Baik, June Seok Hong, Hanna Antila, Benjamin Kurland, Shinjae Chung, Franz Weber
Software Mentions: 5
Published: almost 5 years ago
10.3389/fgene.2019.01387
Analysis of Single-Cell Gene Pair Coexpression Landscapes by Stochastic Kinetic Modeling Reveals Gene-Pair Interactions in Development
Cited by: 7
Author(s): Cameron P. Gallivan, Honglei Ren, Elizabeth L. Read
Software Mentions: 5
Published: over 6 years ago
10.2196/15371
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study
Cited by: 21
Author(s): Derek Howard, Marta M. Maslej, Justin Lee, Jacob Ritchie, Geoffrey Woollard, Leon French
Software Mentions: 5
Published: over 6 years ago
10.21105/joss.00934
q2-sample-classifier: machine-learning tools for microbiome classification and regression
Cited by: 105
Author(s): Nicholas A. Bokulich, Matthew R. Dillon, Evan Bolyen, Benjamin Kaehler, Gavin A. Huttley, J. Gregory Caporaso
Software Mentions: 5
Published: almost 8 years ago
10.3389/fcell.2020.601145
Spontaneous Membrane Nanodomain Formation in the Absence or Presence of the Neurotransmitter Serotonin
Cited by: 11
Author(s): Anna Bochicchio, Astrid F. Brandner, Oskar Engberg, Daniel Huster, Rainer A. Böckmann
Software Mentions: 5
Published: over 5 years ago
10.1186/s12911-017-0556-8
Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach
Cited by: 111
Author(s): Wei-Hung Weng, Kavishwar B. Wagholikar, Alexa T. McCray, Peter Szolovits, Henry C. Chueh
Software Mentions: 5
Published: over 8 years ago
10.1186/s40168-021-01056-3
Anna Karenina and the subgingival microbiome associated with periodontitis
Cited by: 15
Author(s): Khaled Altabtbaei, Pooja Maney, Sukirth M. Ganesan, Shareef M Dabdoub, Haikady N. Nagaraja, Purnima Kumar
Software Mentions: 5
Published: over 5 years ago
10.3389/fbioe.2020.00808
Riboflow: Using Deep Learning to Classify Riboswitches With ∼99% Accuracy
Cited by: 6
Author(s): Keshav Aditya R Premkumar, Ramit Bharanikumar, Ashok Palaniappan
Software Mentions: 5
Published: about 6 years ago
10.7554/eLife.66018
Information flow, cell types and stereotypy in a full olfactory connectome
Cited by: 82
Author(s): Philipp Schlegel, Alexander Shakeel Bates, Tomke Stürner, Sridhar R. Jagannathan, Nikolas Drummond, Joseph Hsu, Laia Serratosa Capdevila, Alexandre Javier, Elizabeth C. Marin, Asa Barth-Maron, Imaan F M Tamimi, Feng Li, Gerald M. Rubin, Stephen M. Plaza, Marta Costa, Gregory Jefferis
Software Mentions: 5
Published: about 5 years ago
10.7554/eLife.63450
Temporal evolution of single-cell transcriptomes of Drosophila olfactory projection neurons
Cited by: 28
Author(s): Qijing Xie, Maria Brbić, Felix Horns, Sai Saroja Kolluru, Robert C. Jones, Jiefu Li, Anay R Reddy, Anthony Xie, Sayeh Kohani, Zhuoran Li, Colleen N. McLaughlin, Tongchao Li, Chuanyun Xu, David Vacek, David J. Luginbuhl, Jure Leskovec, Stephen R. Quake, Liqun Luo, Hongjie Li
Software Mentions: 5
Published: over 5 years ago