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 2 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.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 5 years ago
10.1371/journal.pone.0250458
Increasing prediction accuracy of pathogenic staging by sample augmentation with a GAN
Cited by: 8
Author(s): Chang‐Hyuk Kwon, Sangjin Park, Soohyun Ko, Jaegyoon Ahn
Software Mentions: 2
Published: over 4 years ago
10.1371/journal.pone.0181152
Cerebral 18F-FDG PET in macrophagic myofasciitis: An individual SVM-based approach
Cited by: 6
Author(s): Paul Blanc-Durand, Axel Van Der Gucht, Éric Guedj, Mukedaisi Abulizi, Mehdi Aoun-Sebaïti, Lionel Lerman, Antoine Verger, François‐Jérôme Authier, Emmanuel Itti
Software Mentions: 2
Published: over 8 years ago
10.1371/journal.pone.0250952
ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans
Cited by: 39
Author(s): Mehdi Yousefzadeh, Parsa Esfahanian, M. Sadegh Movahed, Saeid Gorgin, Dara Rahmati, Atefeh Abedini, Seyed Alireza Nadji, Sara Haseli, Mohammad Karam, Arda Kiani, Meisam Hoseinyazdi, Jafar Roshandel, Reza Lashgari
Software Mentions: 2
Published: over 4 years ago
10.1371/journal.pone.0249196
Deep learning classification of lipid droplets in quantitative phase images
Cited by: 10
Author(s): Luke Sheneman, Gregory Stephanopoulos, Andreas E. Vasdekis
Software Mentions: 2
Published: over 4 years ago
10.1186/s12911-020-1069-4
Sparse multi-output Gaussian processes for online medical time series prediction
Cited by: 23
Author(s): Li Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.pone.0199089
Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase
Cited by: 22
Author(s): Alexander Aushev, Vicent Ribas Ripoll, Alfredo Vellido, Federico Aletti, Bernardo Bollen Pinto, Antoine Herpain, Emiel Hendrik Post, Eduardo Romay Medina, Ricard Ferrer, Giuseppe Baselli, Karim Bendjelid
Software Mentions: 2
Published: almost 7 years ago
10.1371/journal.pone.0253851
Persistent homology as a new method of the assessment of heart rate variability
Cited by: 6
Author(s): Grzegorz Graff, Beata Graff, Paweł Pilarczyk, Grzegorz Jabłoński, Dariusz Gąsecki, Krzysztof Narkiewicz
Software Mentions: 2
Published: over 4 years ago
10.1371/journal.pone.0176486
A novel framework for the identification of drug target proteins: Combining stacked auto-encoders with a biased support vector machine
Cited by: 25
Author(s): Qi Wang, Yanghe Feng, Jincai Huang, Tengjiao Wang, Guangquan Cheng
Software Mentions: 2
Published: over 8 years ago
10.1371/journal.pone.0230136
BRAF V600E mutational load as a prognosis biomarker in malignant melanoma
Cited by: 9
Author(s): Arrate Sevilla, María–Celia Morales, Pilar Ariadna Ezkurra, Javier Rasero, Verónica Velasco, Goikoane Cancho-Galan, Ana Sánchez-Díez, Karmele Mujika, Cristina Penas, Isabel Smith, Aintzane Asumendi, Jesús M. Cortés, María Dolores Boyano, Santos Alonso
Software Mentions: 2
Published: over 5 years ago
10.1371/journal.pone.0230049
Describing the antimicrobial usage patterns of companion animal veterinary practices; free text analysis of more than 4.4 million consultation records
Cited by: 34
Author(s): Brian Hur, Laura Y. Hardefeldt, Karin Verspoor, Timothy Baldwin, James R. Gilkerson
Software Mentions: 2
Published: over 5 years ago
10.1186/s12911-020-01329-1
Development of a support vector machine learning and smart phone Internet of Things-based architecture for real-time sleep apnea diagnosis
Cited by: 13
Author(s): Bin Ma, Zhaolong Wu, Shengyu Li, Ryan Benton, Dongqi Li, Yulong Huang, Mohan Vamsi Kasukurthi, Jingwei Lin, Glen M. Borchert, Shaobo Tan, Gang Li, Meihong Yang, Jingshan Huang
Software Mentions: 2
Published: almost 5 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 5 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 4 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 6 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 5 years ago
10.2196/21559
Analysis of Scientific Publications During the Early Phase of the COVID-19 Pandemic: Topic Modeling Study
Cited by: 42
Author(s): Andreas Älgå, Oskar Eriksson, M. E. Nordberg
Software Mentions: 2
Published: almost 5 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 4 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 5 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 4 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 4 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 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 4 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 6 years ago
10.1016/j.celrep.2021.109566
Synchronization patterns reveal neuronal coding of working memory content
Cited by: 11
Author(s): Fahimeh Mamashli, Sheraz Khan, Matti S. Hämäläinen, Mainak Jas, Tommi Raij, Steven M. Stufflebeam, Aapo Nummenmaa, Jyrki Ahveninen
Software Mentions: 2
Published: over 4 years ago
10.1186/s12911-020-01356-y
Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement
Cited by: 9
Author(s): Pei-Yuan Zhou, Andrew K. C. Wong
Software Mentions: 2
Published: almost 5 years ago
10.1016/j.celrep.2020.02.094
Machine Learning Uncovers Food- and Excipient-Drug Interactions
Cited by: 34
Author(s): Daniel Reker, Yulei Shi, Ameya R. Kirtane, Kaitlyn Hess, Grace Zhong, Evan Crane, Chin‐Feng Lin, Robert Langer, Giovanni Traverso
Software Mentions: 2
Published: over 5 years ago
10.3390/cells9020326
Computational Detection of Breast Cancer Invasiveness with DNA Methylation Biomarkers
Cited by: 5
Author(s): Chuyu Wang, Ning Zhao, Linlin Yuan, Xiaoyan Liu
Software Mentions: 2
Published: almost 6 years ago
10.1093/texcom/tgaa066
Cortical Tuning is Impaired After Perceptual Experience in Primary Visual Cortex of Serotonin Transporter-Deficient Mice
Cited by: 0
Author(s): Alexandr Pak, Alexander A. Chubykin
Software Mentions: 2
Published: almost 6 years ago
10.1039/c9sc05999g
Benchmarking the acceleration of materials discovery by sequential learning
Cited by: 74
Author(s): Brian A. Rohr, Helge S. Stein, Dan Guevarra, Yu Wang, Joel A. Haber, Muratahan Aykol, Santosh K. Suram, John M. Gregoire
Software Mentions: 2
Published: almost 6 years ago
10.1186/s12911-021-01510-0
Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia
Cited by: 3
Author(s): Monika S. Mellem, Matthew Kollada, Jane Tiller, Thomas Z. Lauritzen
Software Mentions: 2
Published: over 4 years ago
10.1186/s12911-018-0710-y
Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer’s disease: a feature selection ensemble combining stability and predictability
Cited by: 30
Author(s): Telma Pereira, Francisco L. Ferreira, Sandra Cardoso, Dina Silva, Alexandre de Mendonça, Manuela Guerreiro, Sara C. Madeira
Software Mentions: 2
Published: almost 7 years ago
10.1038/s42003-020-01535-7
Fast automated detection of COVID-19 from medical images using convolutional neural networks
Cited by: 38
Author(s): Shuang Liang, Huixiang Liu, Yu Gu, Xiuhua Guo, Hongjun Li, Li Li, Zhiyuan Wu, Mengyang Li, Lixin Tao
Software Mentions: 2
Published: almost 5 years ago
10.1038/s42003-019-0707-9
Decoding speech from spike-based neural population recordings in secondary auditory cortex of non-human primates
Cited by: 23
Author(s): Christopher Heelan, Ji-Hun Lee, Ronan O’Shea, Laurie Lynch, David M. Brandman, Wilson Truccolo, A. V. Nurmikko
Software Mentions: 2
Published: almost 6 years ago
10.1186/s12911-019-0841-9
Automatically determining cause of death from verbal autopsy narratives
Cited by: 13
Author(s): Serena Jeblee, Mireille Gomes, Prabhat Jha, Frank Rudzicz, Graeme Hirst
Software Mentions: 2
Published: over 6 years ago
10.1038/s42003-021-02514-2
Moisture modulates soil reservoirs of active DNA and RNA viruses
Cited by: 30
Author(s): Ruonan Wu, Michelle Davison, Yuqian Gao, Carrie Nicora, Jason McDermott, Kristin Burnum-Johnson, Kirsten Hofmockel, Janet K. Jansson
Software Mentions: 2
Published: about 4 years ago
10.1038/s42003-020-01559-z
Deep learning identifies partially overlapping subnetworks in the human social brain
Cited by: 10
Author(s): Hannah Kiesow, R. Nathan Spreng, Avram J. Holmes, M. Mallar Chakravarty, André F. Marquand, B.T. Thomas Yeo, Danilo Bzdok
Software Mentions: 2
Published: almost 5 years ago
10.2196/15547
Applying Machine Learning to Daily-Life Data From the TrackYourTinnitus Mobile Health Crowdsensing Platform to Predict the Mobile Operating System Used With High Accuracy: Longitudinal Observational Study
Cited by: 11
Author(s): Rüdiger Pryss, Winfried Schlee, Burkhard Hoppenstedt, Manfred Reichert, Myra Spiliopoulou, Berthold Langguth, Marius Breitmayer, Thomas Probst
Software Mentions: 2
Published: over 5 years ago
10.1038/s42003-020-1079-x
β-amyloid and tau drive early Alzheimer’s disease decline while glucose hypometabolism drives late decline
Cited by: 49
Author(s): Tyler C. Hammond, Xin Xing, Chris Wang, Dávid Ma, Kwangsik Nho, Paul K. Crane, Fanny M. Elahi, David A. Ziegler, Gongbo Liang, Qiang Cheng, Lucille M. Yanckello, Nathan Jacobs, Ai-Ling Lin
Software Mentions: 2
Published: over 5 years ago
10.2196/25431
Tracking COVID-19 Discourse on Twitter in North America: Infodemiology Study Using Topic Modeling and Aspect-Based Sentiment Analysis
Cited by: 87
Author(s): Hyeju Jang, Emily Rempel, David R. Roth, Giuseppe Carenini, Naveed Z. Janjua
Software Mentions: 2
Published: over 4 years ago
10.1186/s12911-020-1104-5
How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach
Cited by: 14
Author(s): Simone A. Cammel, Marit S. de Vos, Daphne van Soest, Kristina Hettne, F. Boer, Ewout W. Steyerberg, Hileen Boosman
Software Mentions: 2
Published: over 5 years ago
10.1155/2021/6151651
Utterance Clustering Using Stereo Audio Channels
Cited by: 1
Author(s): Yingjun Dong, Neil G. MacLaren, Yiding Cao, Francis J. Yammarino, Shelley D. Dionne, Michael D. Mumford, Shane Connelly, Hiroki Sayama, Gregory A. Ruark
Software Mentions: 2
Published: about 4 years ago
10.1155/2015/136921
Classification of Parkinsonian Syndromes from FDG-PET Brain Data Using Decision Trees with SSM/PCA Features
Cited by: 41
Author(s): Deborah Mudali, Laura K. Teune, Remco Renken, Klaus L. Leenders, Jos B. T. M. Roerdink
Software Mentions: 2
Published: almost 11 years ago
10.1186/s12911-019-0978-6
Representation learning in intraoperative vital signs for heart failure risk prediction
Cited by: 12
Author(s): Yuwen Chen, Baolian Qi
Software Mentions: 2
Published: almost 6 years ago
10.1186/s12911-020-01217-8
Evaluation of standard and semantically-augmented distance metrics for neurology patients
Cited by: 5
Author(s): Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen
Software Mentions: 2
Published: about 5 years ago
10.1080/01969722.2018.1556438
Modeling Mentor-Mentee Dialogues in Film
Cited by: 0
Author(s): Anna Dobrosovestnova, Marcin Skowron, Sabine Payr, Robert Trappl
Software Mentions: 2
Published: over 6 years ago
10.1093/database/bav123
ChemProt-3.0: a global chemical biology diseases mapping
Cited by: 81
Author(s): Jens Vindahl Kringelum, Sonny Kim Kjærulff, Søren Brunak, Ole Lund, Tudor I. Oprea, Olivier Taboureau
Software Mentions: 2
Published: almost 10 years ago
10.1093/database/baaa002
GXD’s RNA-Seq and Microarray Experiment Search: using curated metadata to reliably find mouse expression studies of interest
Cited by: 2
Author(s): Cyndi M. Smith, James A. Kadin, Richard M. Baldarelli, Jonathan S Beal, Olin Blodgett, Sharon C Giannatto, Joel E. Richardson, Martin Ringwald
Software Mentions: 2
Published: almost 6 years ago
10.1093/database/baab017
Drugmonizome and Drugmonizome-ML: integration and abstraction of small molecule attributes for drug enrichment analysis and machine learning
Cited by: 16
Author(s): Eryk Kropiwnicki, John Erol Evangelista, Daniel J. Stein, Daniel J. B. Clarke, Alexander Lachmann, Maxim V. Kuleshov, Minji Jeon, Kathleen M. Jagodnik, Avi Ma’ayan
Software Mentions: 2
Published: almost 5 years ago
10.1093/database/baaa050
mAML: an automated machine learning pipeline with a microbiome repository for human disease classification
Cited by: 18
Author(s): Fenglong Yang, Quan Zou
Software Mentions: 2
Published: almost 6 years ago
10.1186/s12911-020-01358-w
A stacking-based model for predicting 30-day all-cause hospital readmissions of patients with acute myocardial infarction
Cited by: 12
Author(s): Zhen Zhang, Hang Qiu, Weihao Li, Yu‐Cheng Chen
Software Mentions: 2
Published: almost 5 years ago
10.1186/s13000-021-01126-y
Normalization of HE-stained histological images using cycle consistent generative adversarial networks
Cited by: 16
Author(s): Marlen Runz, Daniel Rusche, S. Schmidt, Martin R. Weihrauch, Jürgen Hesser, Cleo–Aron Weis
Software Mentions: 2
Published: over 4 years ago
10.3390/diagnostics11081508
Deep Learning Analysis of In Vivo Hyperspectral Images for Automated Intraoperative Nerve Detection
Cited by: 13
Author(s): Manuel Barberio, Toby Collins, Valentin Bencteux, Richard Nkusi, Eric Felli, Massimo Viola, Jacques Marescaux, Alexandre Hostettler, Michele Diana
Software Mentions: 2
Published: about 4 years ago
10.1186/s12911-021-01623-6
Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers
Cited by: 17
Author(s): Yukihiko Nakamura, Shouhei Hanaoka, Yukihiro Nomura, Takahiro Nakao, Soichiro Miki, Takeyuki Watadani, Tsuneo Yoshikawa, Naoto Hayashi, Osamu Abe
Software Mentions: 2
Published: about 4 years ago
10.1242/dmm.044560
Sentinel Interaction Mapping (SIM) – A generic approach for the functional analysis of human disease gene variants using yeast
Cited by: 4
Author(s): Barry P. Young, Kathryn Post, Jesse T. Chao, Fabian Meili, Kurt Haas, Christopher Loewen
Software Mentions: 2
Published: almost 6 years ago
10.1017/dmp.2021.65
Topic Analysis of Traditional and Social Media News Coverage of the Early COVID-19 Pandemic and Implications for Public Health Communication
Cited by: 18
Author(s): Wallace Chipidza, Elmira Akbaripourdibazar, Tendai Gwanzura, Nicole M. Gatto
Software Mentions: 2
Published: over 4 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 8 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 4 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 5 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 4 years ago
10.3390/e23010037
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression
Cited by: 3
Author(s): Ryan Mohr, Maria Fonoberova, Zlatko Drmač, Iva Manojlović, Igor Mezić
Software Mentions: 2
Published: almost 5 years ago
10.3390/e23020201
Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble
Cited by: 3
Author(s): Qinfeng Xiao, Jing Wang, Youfang Lin, Wenbo Gongsa, Ganghui Hu, Menggang Li, Fang Wang
Software Mentions: 2
Published: almost 5 years ago
10.1007/s00330-019-06163-2
Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural network
Cited by: 149
Author(s): Yang Hai, Feng Gao, Youbing Yin, Dongyan Guo, Pengfei Zhao, Yi Lu, Xin Wang, Junjie Bai, Kunlin Cao, Qi Song, Heye Zhang, Wei Chen, Xuejun Guo, Jun Xia
Software Mentions: 2
Published: over 6 years ago
10.1155/2015/457071
Spatial Patterns of the Indications of Acupoints Using Data Mining in Classic Medical Text: A Possible Visualization of the Meridian System
Cited by: 17
Author(s): Won-Mo Jung, Taehyung Lee, In-Seon Lee, Sang-Hyun Kim, Hyunchul Jang, Song-Yi Kim, Hi-Joon Park, Younbyoung Chae
Software Mentions: 2
Published: almost 11 years ago
10.12688/f1000research.16415.1
Large-scale protein function prediction using heterogeneous ensembles
Cited by: 11
Author(s): Linhua Wang, Jeffrey Law, Shiv D. Kale, T. M. Murali, Gaurav Pandey
Software Mentions: 2
Published: about 7 years ago
10.12688/f1000research.25750.1
RNA-Seq analysis of genes affected by Cyclophilin A/DIAGEOTROPICA (DGT) in tomato root development
Cited by: 2
Author(s): Maria G. Ivanchenko, Olivia R. Ozguc, Stephanie R. Bollmann, Valerie N. Fraser, Molly Megraw
Software Mentions: 2
Published: about 5 years ago
10.3389/fnagi.2019.00167
Radiomic Features of the Nigrosome-1 Region of the Substantia Nigra: Using Quantitative Susceptibility Mapping to Assist the Diagnosis of Idiopathic Parkinson's Disease
Cited by: 41
Author(s): Zenghui Cheng, Jiping Zhang, Naying He, Li Yan, Yaofeng Wen, Hongmin Xu, Rongbiao Tang, Zhijia Jin, E. Mark Haacke, Fuhua Yan, Dahong Qian
Software Mentions: 2
Published: over 6 years ago
10.3389/frai.2021.624629
An Attempt to Boost Posterior Population Expansion Using Fast Machine Learning Algorithms
Cited by: 3
Author(s): Przemysław Juda, Philippe Renard
Software Mentions: 2
Published: over 4 years ago
10.1186/s12920-021-00974-3
EARN: an ensemble machine learning algorithm to predict driver genes in metastatic breast cancer
Cited by: 10
Author(s): Leila Mirsadeghi, Reihaneh Hosseini, Ali Mohammad Banaei-Moghaddam, Kaveh Kavousi
Software Mentions: 2
Published: over 4 years ago
10.3389/frai.2021.579931
Predicting the Disease Outcome in COVID-19 Positive Patients Through Machine Learning: A Retrospective Cohort Study With Brazilian Data
Cited by: 25
Author(s): Fernanda Sumika Hojo de Souza, Natália Satchiko Hojo-Souza, Edimilson Batista dos Santos, Cristiano M. Silva, Daniel L. Guidoni
Software Mentions: 2
Published: about 4 years ago
10.1186/s12920-019-0515-6
CONFIGURE: A pipeline for identifying context specific regulatory modules from gene expression data and its application to breast cancer
Cited by: 5
Author(s): Sungjoon Park, Dae Hyun Hwang, Yoon Sun Yeo, Hyunggee Kim, Jaewoo Kang
Software Mentions: 2
Published: over 6 years ago
10.3389/fninf.2019.00070
ASD-DiagNet: A Hybrid Learning Approach for Detection of Autism Spectrum Disorder Using fMRI Data
Cited by: 171
Author(s): Taban Eslami, Vahid Mirjalili, A.C.M. Fong, Angela R. Laird, Fahad Saeed
Software Mentions: 2
Published: almost 6 years ago
10.1186/s12879-021-06038-2
Projecting COVID-19 disease severity in cancer patients using purposefully-designed machine learning
Cited by: 4
Author(s): Saket Navlakha, Sejal Morjaria, Rocío Pérez-Johnston, Allen Zhang, Ying Taur
Software Mentions: 2
Published: over 4 years ago
10.1186/s12864-020-06978-0
ACEP: improving antimicrobial peptides recognition through automatic feature fusion and amino acid embedding
Cited by: 23
Author(s): Hongtuo Fu, Zicheng Cao, Mingyuan Li, Shunfang Wang
Software Mentions: 2
Published: about 5 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 7 years ago
10.1186/s12864-019-6153-8
Hecaton: reliably detecting copy number variation in plant genomes using short read sequencing data
Cited by: 3
Author(s): Raúl Y. Wijfjes, Sandra Smit, Dick de Ridder
Software Mentions: 2
Published: about 6 years ago
10.1186/s12864-019-6293-x
Investigating the role of super-enhancer RNAs underlying embryonic stem cell differentiation
Cited by: 15
Author(s): Hao Chun Chang, Hsuan Cheng Huang, Hsueh Fen Juan, Chia‐Lang Hsu
Software Mentions: 2
Published: almost 6 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 4 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 6 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 5 years ago
10.3389/fneur.2019.00996
The Pragmatic Classification of Upper Extremity Motion in Neurological Patients: A Primer
Cited by: 8
Author(s): Avinash Parnandi, Jasim Uddin, Dawn Nilsen, Heidi M. Schambra
Software Mentions: 2
Published: about 6 years ago
10.3389/fneur.2019.00655
Quantifying the Confidence in fMRI-Based Language Lateralisation Through Laterality Index Deconstruction
Cited by: 7
Author(s): Martin Wegrzyn, Markus Mertens, Christian G. Bien, Friedrich G. Woermann, Kirsten Labudda
Software Mentions: 2
Published: over 6 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 5 years ago
10.3389/fnins.2021.708196
A Contrast Augmentation Approach to Improve Multi-Scanner Generalization in MRI
Cited by: 4
Author(s): Maria Inês Meyer, Ezequiel de la Rosa, Nuno Pedrosa de Barros, Roberto Paolella, Koen Van Leemput, Diana Sima
Software Mentions: 2
Published: about 4 years ago
10.1186/s12864-015-1264-3
Extrapolating histone marks across developmental stages, tissues, and species: an enhancer prediction case study
Cited by: 15
Author(s): John A. Capra
Software Mentions: 2
Published: over 10 years ago
10.1186/s12862-019-1552-7
tRNA functional signatures classify plastids as late-branching cyanobacteria
Cited by: 4
Author(s): Travis J Lawrence, Katherine C. H. Amrine, Wesley D. Swingley, David H. Ardell
Software Mentions: 2
Published: almost 6 years ago
10.3389/fnins.2017.00754
White Matter Tract Segmentation as Multiple Linear Assignment Problems
Cited by: 13
Author(s): Nusrat Sharmin, Emanuele Olivetti, Paolo Avesani
Software Mentions: 2
Published: almost 8 years ago
10.3389/fonc.2021.654685
Deep Learning on Enhanced CT Images Can Predict the Muscular Invasiveness of Bladder Cancer
Cited by: 12
Author(s): Gumuyang Zhang, Zhe Wu, Lili Xu, Xiaoxiao Zhang, Daming Zhang, Li Mao, Xiuli Li, Yu Xiao, Jun Guo, Zhigang Ji, Hao Sun, Zhengyu Jin
Software Mentions: 2
Published: over 4 years ago
10.18632/aging.202168
Plasma cytokines for predicting diabetic retinopathy among type 2 diabetic patients via machine learning algorithms
Cited by: 3
Author(s): Bin Cao, Ning Zhang, Yuanyuan Zhang, Ying Fu, Dong Zhao
Software Mentions: 2
Published: almost 5 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 5 years ago
10.3389/fonc.2021.637794
Preoperative Prediction of Lymphovascular Space Invasion in Cervical Cancer With Radiomics –Based Nomogram
Cited by: 9
Author(s): Wei Du, Yu Wang, Dongdong Li, Xia Xiang, Qiaoyue Tan, Xiaoming Xiong, Zhiping Li
Software Mentions: 2
Published: over 4 years ago
10.3389/fonc.2018.00627
Data-Driven Discovery of Immune Contexture Biomarkers
Cited by: 19
Author(s): Lars Ole Schwen, Emilia Andersson, Konstanty Korski, Nick Weiss, Sabrina Haase, Fabien Gaire, Horst K. Hahn, André Homeyer, Oliver Grimm
Software Mentions: 2
Published: almost 7 years ago
10.3389/fonc.2020.597486
A Urine-Based Liquid Biopsy Method for Detection of Upper Tract Urinary Carcinoma
Cited by: 11
Author(s): Yan Xu, Xin Ma, Xing Ai, Jiangping Gao, Yiming Liang, Qin Zhang, Tao Ma, Kaisheng Mao, Qiwen Zheng, Sizhen Wang, Yuchen Jiao, Xu Zhang, Hongzhao Li
Software Mentions: 2
Published: almost 5 years ago
10.3389/fonc.2021.621088
Predicting Survival Duration With MRI Radiomics of Brain Metastases From Non-small Cell Lung Cancer
Cited by: 20
Author(s): Bihong T. Chen, Taihao Jin, Ningrong Ye, Isa Mambetsariev, Tao Wang, Chi Wah Wong, Zikuan Chen, Russell C. Rockne, Rivka R. Colen, Andrei I. Holodny, Sagus Sampath, Ravi Salgia
Software Mentions: 2
Published: over 4 years ago
10.3389/fonc.2020.01363
Identification of Predominant Histopathological Growth Patterns of Colorectal Liver Metastasis by Multi-Habitat and Multi-Sequence Based Radiomics Analysis
Cited by: 27
Author(s): Yujia Han, Fan Chai, Jingwei Wei, Yali Yue, Jin Cheng, Dongsheng Gu, Yinli Zhang, Tong Tong, Weiqi Sheng, Nan Hong, Yingjiang Ye, Yi Wang, Jie Tian
Software Mentions: 2
Published: about 5 years ago
10.3389/fped.2021.689190
Long-Term Mechanical Ventilation in Neonates: A 10-Year Overview and Predictive Model
Cited by: 1
Author(s): Michaël Sauthier, Nicolas Sauthier, Krystale Bergeron Gallant, Gregory A. Lodygensky, Atsushı Kawaguchi, Guillaume Émériaud, Philippe Jouvet
Software Mentions: 2
Published: over 4 years ago
10.3389/fphar.2020.606668
Improvement of Prediction Performance With Conjoint Molecular Fingerprint in Deep Learning
Cited by: 27
Author(s): Liangxu Xie, Lei Xu, Ren Kong, Shan Chang, Xiaojun Xu
Software Mentions: 2
Published: almost 5 years ago
10.3389/fphar.2020.00770
Accelerating Therapeutics for Opportunities in Medicine: A Paradigm Shift in Drug Discovery
Cited by: 41
Author(s): Izumi V. Hinkson, Benjamin D. Madej, Eric Stahlberg
Software Mentions: 2
Published: over 5 years ago
10.3389/fphar.2020.00067
Development of Prediction Models for Drug-Induced Cholestasis, Cirrhosis, Hepatitis, and Steatosis Based on Drug and Drug Metabolite Structures
Cited by: 13
Author(s): Hyun Kil Shin, Myung-Gyun Kang, Daeui Park, Tamina Park, Soon-Seek Yoon
Software Mentions: 2
Published: over 5 years ago
10.3389/fphys.2020.01012
Extracting Insights From Temporal Data by Integrating Dynamic Modeling and Machine Learning
Cited by: 5
Author(s): Richard Ballweg, Kristen A. Engevik, Marshall H. Montrose, Eitaro Aihara, Tongli Zhang
Software Mentions: 2
Published: about 5 years ago