pypi: scikit-learn | Projects | Ecosyste.ms: Papers

10.3390/foods9060710

Application of ATR-FT-MIR for Tracing the Geographical Origin of Honey Produced in the Maltese Islands
Cited by: 11
Author(s): Jean Paul Formosa, Frederick Lia, David Mifsud, Claude Farrugia
Software Mentions: 3
Published: over 4 years ago

10.3390/foods8100461

Liking Product Landscape: Going Deeper into Understanding Consumers’ Hedonic Evaluations
Cited by: 4
Author(s): Claudia N. Sánchez, Julieta Domínguez-Soberanes, Héctor B. Escalona‐Buendía, Mario Graff, Sebastián Gutiérrez, Gabriela Sánchez
Software Mentions: 3
Published: about 5 years ago

10.1038/s41598-021-82388-w

Cerebrospinal fluid proteome shows disrupted neuronal development in multiple sclerosis
Cited by: 10
Author(s): Ellen Færgestad Mosleth, Christian A. Vedeler, Kristian Hovde Liland, Anette McLeod, Gerd Haga Bringeland, Liesbeth Kroondijk, Frode S. Berven, Artem Lysenko, Christopher J. Rawlings, Karim Eid, Jill A. Opsahl, Bjørn Tore Gjertsen, Kjell‐Morten Myhr, Sonia Gavasso
Software Mentions: 3
Published: almost 4 years ago

10.1186/s13059-020-02019-x

A human lung tumor microenvironment interactome identifies clinically relevant cell-type cross-talk
Cited by: 31
Author(s): Andrew J. Gentles, Angela Bik‐Yu Hui, Weiguo Feng, Armon Azizi, Ramesh V. Nair, Gina Bouchard, David A. Knowles, Alice L. Yu, Youngtae Jeong, Alborz Bejnood, Erna Forgó, Sushama Varma, Yue Xu, Amanda Kuong, Viswam S. Nair, Robert B. West, Matt van de Rijn, Chuong D. Hoang, Maximilian Diehn, Sylvia K. Plevritis
Software Mentions: 3
Published: over 4 years ago

10.1038/s41388-020-01614-3

Comprehensive characterisation of intronic mis-splicing mutations in human cancers
Cited by: 20
Author(s): Hyunchul Jung, Kang Seon Lee, Jung Kyoon Choi
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41598-021-82098-3

A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease
Cited by: 92
Author(s): Shaker El–Sappagh, José M. Alonso, S. M. Riazul Islam, Ahmed Sultan, Kyung Sup Kwak
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41598-020-77660-4

A calibrated measure to compare fluctuations of different entities across timescales
Cited by: 5
Author(s): Jan Chołoniewski, Julian Sienkiewicz, Naum Dretnik, Gregor Leban, Mike Thelwall, Janusz A. Hołyst
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41598-020-77765-w

Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry
Cited by: 4
Author(s): Alessio Lugnan, Emmanuel Gooskens, Jeremy Vatin, Joni Dambre, Peter Bienstman
Software Mentions: 3
Published: almost 4 years ago

10.1038/s41598-020-77549-2

Automated measurement of long-term bower behaviors in Lake Malawi cichlids using depth sensing and action recognition
Cited by: 3
Author(s): Zachary V. Johnson, Manu Tej Sharma Arrojwala, Vineeth Aljapur, Tyrone Lee, Tucker J. Lancaster, Mark C. Lowder, Karen Gu, Joseph Stockert, Rachel L. Lecesne, Jean Michael Moorman, J. Todd Streelman, Patrick T. McGrath
Software Mentions: 3
Published: almost 4 years ago

10.3389/fnagi.2020.00238

Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the APOE Genotype
Cited by: 23
Author(s): Yubraj Gupta, Ji‐In Kim, Byeong C. Kim, Goo‐Rak Kwon
Software Mentions: 3
Published: over 4 years ago

10.7554/eLife.46935

Deep generative models for T cell receptor protein sequences
Cited by: 57
Author(s): Kristian Davidsen, Branden J Olson, William S DeWitt, Jean Feng, Elias Harkins, Philip Bradley, F. A. Matsen
Software Mentions: 3
Published: about 5 years ago

10.7554/eLife.52707

The transcriptomic response of cells to a drug combination is more than the sum of the responses to the monotherapies
Cited by: 19
Author(s): Jennifer E. L. Diaz, Mehmet Eren Ahsen, Thomas Schaffter, Xintong Chen, Ronald Realubit, Charles Karan, Andrea Califano, Bojan Losic, Gustavo Stolovitzky
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-74823-1

Predicting human health from biofluid-based metabolomics using machine learning
Cited by: 15
Author(s): Ethan D. Evans, Claire Duvallet, Nathaniel D. Chu, Michael Oberst, Michael Murphy, Isaac Rockafellow, David Sontag, Eric J. Alm
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-72781-2

Integrating metabolomics and targeted gene expression to uncover potential biomarkers of fungal/oomycetes-associated disease susceptibility in grapevine
Cited by: 29
Author(s): Marisa Maia, António E. N. Ferreira, Rui Nascimento, Filipa Monteiro, Francisco Traquete, A. Marques, Jorge Cunha, Carlos Cordeiro, Andreia Figueiredo, Marta Sousa Silva
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-71255-9

Applied machine learning for predicting the lanthanide-ligand binding affinities
Cited by: 17
Author(s): Suryanaman Chaube, Sriram Goverapet Srinivasan, Beena Rai
Software Mentions: 3
Published: about 4 years ago

10.1155/2015/193406

Genetic Programming Based Ensemble System for Microarray Data Classification
Cited by: 17
Author(s): Kun Hong Liu, Muchenxuan Tong, Shu Tong Xie, Vincent Ng
Software Mentions: 3
Published: almost 10 years ago

10.1186/s13059-019-1854-5

Assessment of computational methods for the analysis of single-cell ATAC-seq data
Cited by: 197
Author(s): Huidong Chen, Caleb A. Lareau, Tommaso Andreani, Michael Vinyard, Sara P. Garcia, Kendell Clement, Miguel A. Andrade‐Navarro, Jason D. Buenrostro, Luca Pinello
Software Mentions: 3
Published: about 5 years ago

10.1038/s41598-020-70583-0

Detecting ulcerative colitis from colon samples using efficient feature selection and machine learning
Cited by: 25
Author(s): Hanieh Marvi Khorasani, Hamid Usefi, Lourdes Peña‐Castillo
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-020-69443-8

AutoRELACS: automated generation and analysis of ultra-parallel ChIP-seq
Cited by: 0
Author(s): Laura Arrigoni, F. Ferrari, Juliane Weller, Chiara Bella, Ulrike Bönisch, Thomas Manke
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-020-64643-8

Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data
Cited by: 45
Author(s): Paweł Widera, Paco M J Welsing, Christoph Ladel, John Loughlin, F.P. Lafeber, Florence Petit Dop, J. Larkin, Harrie Weinans, Ali Mobasheri, Jaume Bacardit
Software Mentions: 3
Published: over 4 years ago

10.1155/2020/6217392

Risk Factors of Cerebral Infarction and Myocardial Infarction after Carotid Endarterectomy Analyzed by Machine Learning
Cited by: 5
Author(s): Peng Bai, Yang Zhou, Yuan Liu, Gang Li, Zhengqian Li, Tao Wang, Xiaoru Guo
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-62997-7

Dynamic spherical harmonics approach for shape classification of migrating cells
Cited by: 29
Author(s): Anna Medyukhina, Marco Blickensdorf, Zoltán Cseresnyés, Nora Ruef, Jens V Stein, Marc Thilo Figge
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-020-61180-2

Combined behavioral and electrophysiological evidence for a direct cortical effect of prefrontal tDCS on disorders of consciousness
Cited by: 50
Author(s): Bertrand Hermann, Federico Raimondo, Lukas Hirsch, Yu Huang, Mélanie Denis-Valente, Pauline Pérez, Denis A. Engemann, Frédéric Faugeras, Nicolas Weiss, Sophie Demeret, Benjamin Rohaut, Lucas C. Parra, Jacobo Sitt, Lionel Naccache
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-020-59988-z

A salivary metabolite signature that reflects gingival host-microbe interactions: instability predicts gingivitis susceptibility
Cited by: 0
Author(s): Marcela M. Fernandez-Gutierrez, Sultan Imangaliyev, Andrei Prodan, Bruno G. Loos, Bart J. F. Keijser, Michiel Kleerebezem
Software Mentions: 3
Published: almost 5 years ago

10.1093/gigascience/gix096

MEBS, a software platform to evaluate large (meta)genomic collections according to their metabolic machinery: unraveling the sulfur cycle
Cited by: 24
Author(s): Valerie De Anda, Icoquih Zapata‐Peñasco, Augusto César Poot-Hernández, Luis E. Eguiarte, Bruno Contreras‐Moreira, Valeria Souza
Software Mentions: 3
Published: about 7 years ago

10.1038/s41598-019-56527-3

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data
Cited by: 123
Author(s): Aleksei Tiulpin, Stefan Klein, Sita M A Bierma-Zeinstra, Jérôme Thevenot, Esa Rahtu, Joyce B. J. van Meurs, Edwin H.G. Oei, Simo Saarakkala
Software Mentions: 3
Published: almost 5 years ago

10.1016/j.heliyon.2021.e07356

Examining variable selection methods for the predictive performance of regression models and the proportion of selected variables and selected random variables
Cited by: 7
Author(s): Hiromasa Kaneko
Software Mentions: 3
Published: over 3 years ago

10.3390/healthcare9070792

Post-Analysis of Predictive Modeling with an Epidemiological Example
Cited by: 0
Author(s): Christina Brester, Ari Voutilainen, Tomi‐Pekka Tuomainen, Jussi Kauhanen, Mikko Kolehmainen
Software Mentions: 3
Published: over 3 years ago

10.3390/healthcare9050522

A Novel Method for COVID-19 Diagnosis Using Artificial Intelligence in Chest X-ray Images
Cited by: 54
Author(s): Yassir Edrees Almalki, Abdul Qayyum, Muhammad Irfan, Noman Haider, Adam Głowacz, Fahad Alshehri, Sharifa Khalid Alduraibi, Khalaf Alshamrani, Mohammad Abd Alkhalik Basha, Alaa Khalid Alduraibi, M.K. Saeed, Saifur Rahman
Software Mentions: 3
Published: over 3 years ago

10.1007/s13755-021-00161-9

The development of a machine learning algorithm to identify occupational injuries in agriculture using pre-hospital care reports
Cited by: 4
Author(s): Erika Scott, Liane Hirabayashi, Alex Levenstein, Nicole Krupa, Paul Jenkins
Software Mentions: 3
Published: over 3 years ago

10.1186/s13059-019-1644-0

Combined single-cell profiling of expression and DNA methylation reveals splicing regulation and heterogeneity
Cited by: 57
Author(s): Stephanie M. Linker, Lara Urban, Stephen J. Clark, Mariya Chhatriwala, Shradha Amatya, Davis J. McCarthy, Ingo Ebersberger, Ludovic Vallier, Wolf Reik, Oliver Stegle, Marc Jan Bonder
Software Mentions: 3
Published: almost 6 years ago

10.1136/gutjnl-2018-317071

Fine needle aspirates comprehensively sample intrahepatic immunity
Cited by: 60
Author(s): Upkar S. Gill, Laura J. Pallett, Niclas Thomas, Alice R. Burton, Amit A. Patel, Simon Yona, Patrick Kennedy, Mala K. Maini
Software Mentions: 3
Published: almost 6 years ago

10.1186/s40649-017-0045-3

A method for evaluating discoverability and navigability of recommendation algorithms
Cited by: 4
Author(s): Daniel Lamprecht, Markus Strohmaier, Denis Helić
Software Mentions: 3
Published: about 7 years ago

10.1186/s13059-016-1012-2

Evaluation of off-target and on-target scoring algorithms and integration into the guide RNA selection tool CRISPOR
Cited by: 1,224
Author(s): Maximilian Haeussler, Kai Shi, Hélène Eckert, Alexis Eschstruth, Joffrey Mianné, Jean Renaud, Sylvie Schneider‐Maunoury, Alena Shkumatava, Lydia Teboul, J. H. Kent, Jean‐Stéphane Joly, Jean‐Paul Concordet
Software Mentions: 3
Published: over 8 years ago

10.1534/g3.116.035915

Predictability of Genetic Interactions from Functional Gene Modules
Cited by: 9
Author(s): Jonathan H. Young, Edward M. Marcotte
Software Mentions: 3
Published: almost 8 years ago

10.1186/s13059-018-1599-6

Predicting age from the transcriptome of human dermal fibroblasts
Cited by: 126
Author(s): Jason G. Fleischer, Roberta Schulte, Hsiao Tsai, Swati Tyagi, Arkaitz Ibarra, Maxim N. Shokhirev, Ling Huang, Martin W. Hetzer, Saket Navlakha
Software Mentions: 3
Published: almost 6 years ago

10.1534/g3.116.033654

Accurate Classification of Protein Subcellular Localization from High-Throughput Microscopy Images Using Deep Learning
Cited by: 112
Author(s): Tanel Pärnamaa, Leopold Parts
Software Mentions: 3
Published: over 7 years ago

10.1093/g3journal/jkab129

Genetic basis of offspring number–body weight tradeoff in <i>Drosophila melanogaster</i>
Cited by: 5
Author(s): Jamilla Akhund-Zade, Shraddha Lall, Erika Gajda, Denise Yoon, Julien F. Ayroles, Benjamin L. de Bivort
Software Mentions: 3
Published: over 3 years ago

10.3390/genes9020104

Microbiome Data Accurately Predicts the Postmortem Interval Using Random Forest Regression Models
Cited by: 69
Author(s): Aeriel D. Belk, Zhenjiang Zech Xu, David Carter, Aaron M. Lynne, Sibyl R. Bucheli, Rob Knight, Jessica L. Metcalf
Software Mentions: 3
Published: almost 7 years ago

10.1186/s13073-020-00796-5

Integrated analysis of microbiome and host transcriptome reveals correlations between gut microbiota and clinical outcomes in HBV-related hepatocellular carcinoma
Cited by: 73
Author(s): Hechen Huang, Zhigang Ren, Xingxing Gao, Xiaoyi Hu, Yuan Zhou, Jianwen Jiang, Haifeng Lü, Shengyong Yin, Junfang Ji, Lin Zhou, Shusen Zheng
Software Mentions: 3
Published: about 4 years ago

10.1016/j.gpb.2019.09.004

Machine Learning to Detect Alzheimer’s Disease from Circulating Non-coding RNAs
Cited by: 63
Author(s): Nicole Ludwig, Tobias Fehlmann, Fabian Kern, M. Gogol, Walter Maetzler, Stephanie Deutscher, Simone Gurlit, Claudia Schulte, Anna‐Katharina von Thaler, Christian Deuschle, Florian Metzger, Daniela Berg, Ulrike Suenkel, Verena Keller, Christina Backes, Hans‐Peter Lenhof, Eckart Meese
Software Mentions: 3
Published: over 5 years ago

10.1007/s11695-021-05277-1

Predictors of Postprandial Hypoglycemia After Gastric Bypass Surgery: a Retrospective Case-Control Study
Cited by: 3
Author(s): Elric Zweck, Matthias Hepprich, Marc Y. Donath
Software Mentions: 3
Published: almost 4 years ago

10.1093/database/bax009

HopBase: a unified resource for Humulus genomics
Cited by: 27
Author(s): Steven T. Hill, Ramcharan Sudarsanam, Jimmy C. Henning, David A. Hendrix
Software Mentions: 3
Published: almost 8 years ago

10.3390/ijerph17051510

Detecting Binge Drinking and Alcohol-Related Risky Behaviours from Twitter’s Users: An Exploratory Content- and Topology-Based Analysis
Cited by: 11
Author(s): Cristina Crocamo, Marco Viviani, Francesco Bartoli, Giuseppe Carrà, Gabriella Pasi
Software Mentions: 3
Published: over 4 years ago

10.7554/eLife.51975

Elements of a stochastic 3D prediction engine in larval zebrafish prey capture
Cited by: 28
Author(s): Andrew D. Bolton, Martin Haesemeyer, Josua Jordi, Ulrich Schaechtle, Feras A. Saad, Vikash K. Mansinghka, Joshua B. Tenenbaum, Florian Engert
Software Mentions: 3
Published: almost 5 years ago

10.1007/s40747-021-00476-w

An IoT enabled system for enhanced air quality monitoring and prediction on the edge
Cited by: 26
Author(s): Ahmed Samy Abd El Aziz Moursi, Nawal El-Fishawy, Soufiene Djahel, Marwa A. Shouman
Software Mentions: 3
Published: over 3 years ago

10.1186/s12883-020-01672-w

Machine learning analysis of motor evoked potential time series to predict disability progression in multiple sclerosis
Cited by: 43
Author(s): J. Yperman, Thijs Becker, Dirk Valkenborg, Veronica Adriana Popescu, Niels Hellings, Bart Van Wijmeersch, Liesbet M. Peeters
Software Mentions: 3
Published: over 4 years ago

10.1186/s12859-017-1561-8

RNA-protein binding motifs mining with a new hybrid deep learning based cross-domain knowledge integration approach
Cited by: 153
Author(s): Xiaoyong Pan, Hong‐Bin Shen
Software Mentions: 3
Published: over 7 years ago

10.3389/fninf.2013.00012

Toward open sharing of task-based fMRI data: the OpenfMRI project
Cited by: 277
Author(s): Russell A. Poldrack, M Deanna, James Mitchell, Tor D. Wager, Anthony D. Wagner, Joseph T. Devlin, Chad Cumba, Oluwasanmi Koyejo, Michael P. Milham
Software Mentions: 3
Published: almost 12 years ago

10.3390/jpm11030188

Telomere Length Dynamics and Chromosomal Instability for Predicting Individual Radiosensitivity and Risk via Machine Learning
Cited by: 8
Author(s): Jared J. Luxton, Miles J. McKenna, Aidan Lewis, Lynn E. Taylor, Sameer Jhavar, Gregory P. Swanson, Susan M. Bailey
Software Mentions: 3
Published: over 3 years ago

10.7717/peerj.8783

Meta-SourceTracker: application of Bayesian source tracking to shotgun metagenomics
Cited by: 36
Author(s): Jordan McGhee, Nick Rawson, Barbara Bailey, Antonio Fernández-Guerra, Laura Sisk-Hackworth, Scott T. Kelley
Software Mentions: 3
Published: over 4 years ago

10.1186/s12859-020-3439-4

Variant effect predictions capture some aspects of deep mutational scanning experiments
Cited by: 24
Author(s): Jonas Reeb, Theresa Wirth, Burkhard Rost
Software Mentions: 3
Published: over 4 years ago

10.2196/26892

Constructing High-Fidelity Phenotype Knowledge Graphs for Infectious Diseases With a Fine-Grained Semantic Information Model: Development and Usability Study
Cited by: 6
Author(s): Lizong Deng, Luming Chen, Tao Yang, Mi Liu, Shicheng Li, Taijiao Jiang
Software Mentions: 3
Published: over 3 years ago

10.7717/peerj.4452

Characterization of shifts of koala (<i>Phascolarctos cinereus)</i> intestinal microbial communities associated with antibiotic treatment
Cited by: 28
Author(s): Katherine E. Dahlhausen, Ladan Doroud, Alana Firl, Adam Polkinghorne, Jonathan A. Eisen
Software Mentions: 3
Published: over 6 years ago

10.1186/s12911-021-01487-w

Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods
Cited by: 8
Author(s): Hui Zong, Jiancheng Yang, Zeyu Zhang, Zuofeng Li, Xiaoyan Zhang
Software Mentions: 3
Published: over 3 years ago

10.1186/s12859-018-2496-4

Fast and scalable neural embedding models for biomedical sentence classification
Cited by: 18
Author(s): Asan Agibetov, Kathrin Blagec, Hong Xu, Matthias Samwald
Software Mentions: 3
Published: almost 6 years ago

10.2196/11990

Detecting Hypoglycemia Incidents Reported in Patients’ Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance
Cited by: 24
Author(s): Jinying Chen, John P. Lalor, Weisong Liu, Emily Druhl, Edgard A. Granillo, Varsha G Vimalananda, Hong Yu
Software Mentions: 3
Published: over 5 years ago

10.7717/peerj.7600

OutbreakFinder: a visualization tool for rapid detection of bacterial strain clusters based on optimized multidimensional scaling
Cited by: 1
Author(s): Ming-Hsin Tsai, Yen‐Yi Liu, Chih-Chieh Chen
Software Mentions: 3
Published: about 5 years ago

10.1186/s12859-016-1349-2

Feature-based classification of human transcription factors into hypothetical sub-classes related to regulatory function
Cited by: 14
Author(s): Rezvan Ehsani, Shahram Bahrami, Finn Drabløs
Software Mentions: 3
Published: about 8 years ago

10.1186/s12859-016-1345-6

SnoReport 2.0: new features and a refined Support Vector Machine to improve snoRNA identification
Cited by: 18
Author(s): João Victor de Araújo Oliveira, Fabrizio Costa, Rolf Backofen, Peter F. Stadler, Maria Emília M. T. Walter, Jana Hertel
Software Mentions: 3
Published: almost 8 years ago

10.1186/s12911-020-1114-3

A multi-omics supervised autoencoder for pan-cancer clinical outcome endpoints prediction
Cited by: 7
Author(s): Kaiwen Tan, Weixian Huang, Jinlong Hu, Shen Dong
Software Mentions: 3
Published: over 4 years ago

10.1016/j.patter.2020.100013

Random Forest Models for Accurate Identification of Coordination Environments from X-Ray Absorption Near-Edge Structure
Cited by: 40
Author(s): Zheng Chen, Chi Chen, Yiming Chen, Shyue Ping Ong
Software Mentions: 3
Published: over 4 years ago

10.3389/fninf.2016.00049

Pyrcca: Regularized Kernel Canonical Correlation Analysis in Python and Its Applications to Neuroimaging
Cited by: 54
Author(s): Natalia Y. Bilenko, Jack L. Gallant
Software Mentions: 3
Published: about 8 years ago

10.1021/acs.jpcb.1c01281

Membrane Interactions of α-Synuclein Revealed by Multiscale Molecular Dynamics Simulations, Markov State Models, and NMR
Cited by: 13
Author(s): Sarah-Beth T. A. Amos, Thomas C. Schwarz, Jiye Shi, Benjamin P. Cossins, Terry Baker, Richard J. K. Taylor, Robert Konrat, Mark S. P. Sansom
Software Mentions: 3
Published: over 3 years ago

10.3389/fmicb.2020.616692

Tracking Major Sources of Water Contamination Using Machine Learning
Cited by: 7
Author(s): Jianyong Wu, Conghe Song, Eric A. Dubinsky, J R Stewart
Software Mentions: 3
Published: almost 4 years ago

10.1186/s12911-020-01268-x

Prediction of incident myocardial infarction using machine learning applied to harmonized electronic health record data
Cited by: 11
Author(s): Divneet Mandair, Premanand Tiwari, Steven R. Simon, Kathryn Colborn, Michael Rosenberg
Software Mentions: 3
Published: about 4 years ago

10.2196/17087

Investigation of Geographic and Macrolevel Variations in LGBTQ Patient Experiences: Longitudinal Social Media Analysis
Cited by: 8
Author(s): Yulin Hswen, Amanda Zhang, Kara Sewalk, Gaurav Tuli, John S. Brownstein, Joseph E. Hawkins
Software Mentions: 3
Published: over 4 years ago

10.2196/26075

Predictability of COVID-19 Hospitalizations, Intensive Care Unit Admissions, and Respiratory Assistance in Portugal: Longitudinal Cohort Study
Cited by: 10
Author(s): André Patrício, Rafael S. Costa, Rui Henriques
Software Mentions: 3
Published: over 3 years ago

10.12688/wellcomeopenres.15903.1

Could dementia be detected from UK primary care patients’ records by simple automated methods earlier than by the treating physician? A retrospective case-control study
Cited by: 8
Author(s): Elizabeth Ford, Johannes Starlinger, Philip Rooney, Seb Oliver, Sube Banerjee, Harm van Marwijk, Jackie A Cassell
Software Mentions: 3
Published: over 4 years ago

10.2196/22635

Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
Cited by: 174
Author(s): Daniel M. Low, Laurie Rumker, Tanya Talkar, John Torous, Guillermo A. Cecchi, Samik Ghosh
Software Mentions: 3
Published: about 4 years ago

10.3389/fmicb.2021.644487

Beating Naive Bayes at Taxonomic Classification of 16S rRNA Gene Sequences
Cited by: 8
Author(s): Michał Ziemski, Treepop Wisanwanichthan, Nicholas A. Bokulich, Benjamin Kaehler
Software Mentions: 3
Published: over 3 years ago

10.2196/23390

Establishing Classifiers With Clinical Laboratory Indicators to Distinguish COVID-19 From Community-Acquired Pneumonia: Retrospective Cohort Study
Cited by: 13
Author(s): Wanfa Dai, Peifeng Ke, Zhenzhen Li, Qi-Zhen Zhuang, Wei Huang, Yi Wang, Yujuan Xiong, Xianzhang Huang
Software Mentions: 3
Published: almost 4 years ago

10.3389/fmicb.2020.00383

Featured Gut Microbiomes Associated With the Progression of Chronic Hepatitis B Disease
Cited by: 48
Author(s): Zhangran Chen, Yurou Xie, Fei Zhou, Bangzhou Zhang, Jingtong Wu, Luxi Yang, Shuaimei Xu, Robert D. Stedtfeld, Qiongyun Chen, Jingjing Liu, Xiang Zhang, Hui Xu, Jianlin Ren
Software Mentions: 3
Published: over 4 years ago

10.3389/fmicb.2021.689987

Diversity and Eco-Evolutionary Associations of Endosymbiotic Astome Ciliates With Their Lumbricid Earthworm Hosts
Cited by: 9
Author(s): Tomáš Obert, Ivan Rurik, Peter Vďačný
Software Mentions: 3
Published: over 3 years ago

10.2196/30251

Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines: Social Media Content and Temporal Analysis
Cited by: 20
Author(s): Siru Liu, Jili Li, Jialin Liu
Software Mentions: 3
Published: over 3 years ago

10.2196/12783

Tweet Classification Toward Twitter-Based Disease Surveillance: New Data, Methods, and Evaluations
Cited by: 23
Author(s): Shoko Wakamiya, Mizuki Morita, Yoshinobu Kano, Tomoko Ohkuma, Eiji Aramaki
Software Mentions: 3
Published: almost 6 years ago

10.3390/v13071240

PhaLP: A Database for the Study of Phage Lytic Proteins and Their Evolution
Cited by: 15
Author(s): Bjorn Criel, Steff Taelman, Wim Van Criekinge, Michiel Stock, Yves Briers
Software Mentions: 3
Published: over 3 years ago

10.2196/27060

Prediction and Feature Importance Analysis for Severity of COVID-19 in South Korea Using Artificial Intelligence: Model Development and Validation
Cited by: 25
Author(s): Ho Young Chung, Hoon Ko, Wu Seong Kang, Kyung Won Kim, Hooseok Lee, Chul Park, Hyun-Ok Song, Tae–Young Choi, Jae Ho Seo, Jin-Seok Lee
Software Mentions: 3
Published: over 3 years ago

10.3389/fmicb.2020.564579

Differential Gut Microbiota and Fecal Metabolites Related With the Clinical Subtypes of Myasthenia Gravis
Cited by: 17
Author(s): Xunmin Tan, Yu Huang, Tingjia Chai, Xiaoli Zhao, Yifan Li, Jing Wu, Hanping Zhang, Jiajia Duan, Weiwei Liang, Bangmin Yin, Ke Cheng, Gang Yu, Peng Zheng, Peng Xie
Software Mentions: 3
Published: about 4 years ago

10.2196/20645

Marrying Medical Domain Knowledge With Deep Learning on Electronic Health Records: A Deep Visual Analytics Approach
Cited by: 15
Author(s): Rui Li, Changchang Yin, Samuel Yang, Buyue Qian, Ping Zhang
Software Mentions: 3
Published: about 4 years ago

10.2196/26139

Use of Multiprognostic Index Domain Scores, Clinical Data, and Machine Learning to Improve 12-Month Mortality Risk Prediction in Older Hospitalized Patients: Prospective Cohort Study
Cited by: 9
Author(s): Richard Woodman, Kimberley Bryant, Michael J. Sorich, Alberto Pilotto, Arduino A. Mangoni
Software Mentions: 3
Published: over 3 years ago

10.14202/vetworld.2021.829-834

Support vector regression algorithm modeling to predict the parturition date of small - to medium-sized dogs using maternal weight and fetal biparietal diameter
Cited by: 2
Author(s): Thanida Sananmuang, Kanchanarat Mankong, Suppawiwat Ponglowhapan, Kaj Chokeshaiusaha
Software Mentions: 3
Published: over 3 years ago

10.1186/s12859-021-04405-z

Identification, visualization, statistical analysis and mathematical modeling of high-feedback loops in gene regulatory networks
Cited by: 9
Author(s): Benjamin Nordick, Tian Hong
Software Mentions: 3
Published: about 3 years ago

10.3390/ijms22137124

Single Copy Oligonucleotide Fluorescence In Situ Hybridization Probe Design Platforms: Development, Application and Evaluation
Cited by: 9
Author(s): Guanqing Liu, Tao Zhang
Software Mentions: 3
Published: over 3 years ago

10.1016/j.omtn.2020.06.004

Prediction of m5C Modifications in RNA Sequences by Combining Multiple Sequence Features
Cited by: 31
Author(s): Lijun Dou, Xiaoling Li, Hui Ding, Lei Xu, Hong‐Bing Xiang
Software Mentions: 3
Published: about 4 years ago

10.1016/j.omtn.2019.08.011

SDM6A: A Web-Based Integrative Machine-Learning Framework for Predicting 6mA Sites in the Rice Genome
Cited by: 126
Author(s): Shaherin Basith, Balachandran Manavalan, Tae Hwan Shin, Gwang Lee
Software Mentions: 3
Published: almost 5 years ago

10.3390/molecules24142610

Local Interaction Density (LID), a Fast and Efficient Tool to Prioritize Docking Poses
Cited by: 4
Author(s): Célien Jacquemard, Viet-Khoa Tran-Nguyen, Malgorzata N. Drwal, Didier Rognan, Esther Kellenberger
Software Mentions: 3
Published: over 5 years ago

10.3390/ijms21176036

Transcriptomic Analysis of Short-Term Salt Stress Response in Watermelon Seedlings
Cited by: 21
Author(s): Qiushuo Song, M. S. Joshi, Vijay Joshi
Software Mentions: 3
Published: over 4 years ago

10.3389/fimmu.2021.715072

Artificial Intelligence Predicts Severity of COVID-19 Based on Correlation of Exaggerated Monocyte Activation, Excessive Organ Damage and Hyperinflammatory Syndrome: A Prospective Clinical Study
Cited by: 11
Author(s): Olga Krysko, Elena Kondakova, O. S. Vershinina, Elena A. Galova, А С Благонравова, Е. Н. Горшкова, Claus Bachert, Mikhail Ivanchenko, Dmitri V. Krysko, Maria V. Vedunova
Software Mentions: 3
Published: about 3 years ago

10.3390/ijms21155476

A Structural Model for Bax∆2-Mediated Activation of Caspase 8-Dependent Apoptosis
Cited by: 2
Author(s): Bing Xie, Qi Yao, Jialing Xiang, David D. L. Minh
Software Mentions: 3
Published: over 4 years ago

10.3389/fncir.2020.00042

Automated Curation of CNMF-E-Extracted ROI Spatial Footprints and Calcium Traces Using Open-Source AutoML Tools
Cited by: 9
Author(s): Lina M. Tran, Andrew J. Mocle, Adam I. Ramsaran, Alexander D. Jacob, Paul W. Frankland, Sheena A. Josselyn
Software Mentions: 3
Published: over 4 years ago

10.1186/s12911-021-01565-z

Supporting the classification of patients in public hospitals in Chile by designing, deploying and validating a system based on natural language processing
Cited by: 9
Author(s): Fabián Villena, Jorge Pérez, René Lagos, Jocelyn Dunstan
Software Mentions: 3
Published: over 3 years ago

10.3389/fnhum.2021.621493

MindLink-Eumpy: An Open-Source Python Toolbox for Multimodal Emotion Recognition
Cited by: 13
Author(s): Ruixin Li, Yan Liang, Xiaojian Liu, Bingbing Wang, Wenxin Huang, Zhanchuan Cai, Yaoguang Ye, Lina Qiu, Jiahui Pan
Software Mentions: 3
Published: almost 4 years ago

10.2196/19263

Efficiency of Computer-Aided Facial Phenotyping (DeepGestalt) in Individuals With and Without a Genetic Syndrome: Diagnostic Accuracy Study
Cited by: 19
Author(s): Jean Tori Pantel, Nurulhuda Hajjir, Magdalena Danyel, Jonas Elsner, Angela Teresa Abad-Perez, Peter C. Hansen, Stefan Mundlos, Malte Spielmann, Denise Horn, Claus‐Eric Ott, Martin A. Mensah
Software Mentions: 3
Published: about 4 years ago

10.1128/JVI.03614-14

Genome Diversity of Epstein-Barr Virus from Multiple Tumor Types and Normal Infection
Cited by: 193
Author(s): Anne L. Palser, Nicholas Grayson, Rob White, Craig Corton, Samantha Correia, Mohammed Ba Abdullah, Simon J. Watson, Matthew Cotten, John R. Arrand, Paul G. Murray, Martin J. Allday, Alan B. Rickinson, Young Lw, Paul J. Farrell, Paul Kellam
Software Mentions: 3
Published: over 9 years ago

10.3390/molecules23061242

Substructural Connectivity Fingerprint and Extreme Entropy Machines—A New Method of Compound Representation and Analysis
Cited by: 6
Author(s): Krzysztof Rataj, Wojciech Marian Czarnecki, Sabina Podlewska, Agnieszka Pocha, Andrzej J. Bojarski
Software Mentions: 3
Published: over 6 years ago

10.7554/eLife.57390

Population-scale proteome variation in human induced pluripotent stem cells
Cited by: 38
Author(s): Bogdan Mirauta, Daniel D Seaton, Dalila Bensaddek, Alejandro Brenes, Marc Jan Bonder, Helena Kilpinen, Chukwuma A. Agu, Alex Alderton, Petr Danecek, Rachel Denton, Richard Durbin, Daniel J Gaffney, Ângela Gonçalves, Reena Halai, Sarah Harper, Christopher M. Kirton, Anja Kolb-Kokocinski, Andreas Leha, Shane McCarthy, Yasin Memari, Minal Patel, Ewan Birney, Francesco Paolo Casale, Laura Clarke, Peter W. Harrison, Helena Kilpinen, Ian Streeter, Davide Denovi, Oliver Stegle, Angus I. Lamond, Ruta Meleckyte, Natalie Moens, Fiona M. Watt, Willem H. Ouwehand, Philip L. Beales, Oliver Stegle, Angus I. Lamond
Software Mentions: 3
Published: over 4 years ago

10.7554/eLife.56053

Population coupling predicts the plasticity of stimulus responses in cortical circuits
Cited by: 24
Author(s): Yann Sweeney, Claudia Clopath
Software Mentions: 3
Published: over 4 years ago

10.3389/fgene.2021.641100

Unearthing of Key Genes Driving the Pathogenesis of Alzheimer’s Disease via Bioinformatics
Cited by: 5
Author(s): Xingxing Zhao, Hongmei Yao, Xinyi Li
Software Mentions: 3
Published: over 3 years ago

10.3389/fgene.2021.703210

Identification and Validation of a PPP1R12A-Related Five-Gene Signature Associated With Metabolism to Predict the Prognosis of Patients With Prostate Cancer
Cited by: 3
Author(s): Zhihao Zou, Ren Liu, Yingke Liang, Rui Zhou, Qi-Shan Dai, Zhengxue Han, Minyao Jiang, Yangjia Zhuo, Yixun Zhang, Yuanfa Feng, Xinwen Zhu, Shanghua Cai, Jundong Lin, Zhenfeng Tang, Weide Zhong, Yu‐Xiang Liang
Software Mentions: 3
Published: over 3 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431