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

10.3389/fninf.2013.00052

A framework for streamlining research workflow in neuroscience and psychology
Cited by: 12
Author(s): Jonas Kubilius
Software Mentions: 25
Published: almost 11 years ago

Comparing Open-Source Toolboxes for Processing and Analysis of Spike and Local Field Potentials Data
Cited by: 14
Author(s): Valentina A. Unakafova, Alexander Gail
Software Mentions: 23
Published: over 5 years ago

10.1038/s41396-020-00814-9

Food or just a free ride? A meta-analysis reveals the global diversity of the Plastisphere
Cited by: 96
Author(s): Robyn J. Wright, Morgan G. I. Langille, Tony R. Walker
Software Mentions: 23
Published: about 4 years ago

10.1093/gigascience/giaa026

ShinyLearner: A containerized benchmarking tool for machine-learning classification of tabular data
Cited by: 13
Author(s): Stephen R. Piccolo, Terry J. Lee, Erica Suh, Kimball T Hill
Software Mentions: 21
Published: over 4 years ago

10.1016/j.patter.2021.100322

The role of metadata in reproducible computational research
Cited by: 38
Author(s): Jeremy Leipzig, Daniel Nüst, Charles Tapley Hoyt, Karthik Ram, Jane Greenberg
Software Mentions: 21
Published: about 3 years ago

10.1371/journal.pgen.1009065

Major role of iron uptake systems in the intrinsic extra-intestinal virulence of the genus Escherichia revealed by a genome-wide association study
Cited by: 49
Author(s): Marco Galardini, Olivier Clermont, Agnès Baron, Bede P. Busby, Sara Dion, Sören Schubert, Pedro Beltrão, Erick Denamur
Software Mentions: 20
Published: about 4 years ago

10.1093/bioinformatics/btab039

mlr3proba: an R package for machine learning in survival analysis
Cited by: 38
Author(s): Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
Software Mentions: 18
Published: almost 4 years ago

10.3390/ijms22052244

The Distribution of Several Genomic Virulence Determinants Does Not Corroborate the Established Serotyping Classification of Bacillus thuringiensis
Cited by: 4
Author(s): Anton E. Shikov, Yury V. Malovichko, Arseniy Lobov, Maria Belousova, Anton A. Nizhnikov, Kirill S. Antonets
Software Mentions: 16
Published: over 3 years ago

10.1371/journal.pone.0230416

The citation advantage of linking publications to research data
Cited by: 131
Author(s): Giovanni Colavizza, Iain Hrynaszkiewicz, Isla Staden, Kirstie Whitaker, Barbara McGillivray
Software Mentions: 16
Published: over 4 years ago

10.1371/journal.pcbi.1008625

mbkmeans: Fast clustering for single cell data using mini-batch k-means
Cited by: 27
Author(s): Stephanie C. Hicks, Ruoxi Liu, Yuwei Ni, Elizabeth Purdom, Davide Risso
Software Mentions: 15
Published: almost 4 years ago

10.1371/journal.pone.0254062

PHOTONAI—A Python API for rapid machine learning model development
Cited by: 8
Author(s): Ramona Leenings, Nils R. Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Kelvin Sarink, L. Fisch, Jakob Steenweg, Leon Kleine-Vennekate, Julian Gebker, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
Software Mentions: 15
Published: over 3 years ago

10.3389/fnins.2014.00067

Flexible multivariate hemodynamics fMRI data analyses and simulations with PyHRF
Cited by: 11
Author(s): Vincent Thomas, Solveig Badillo, Laurent Risser, Lotfi Chaâri, Christine Bakhous, Florence Forbes, Philippe Ciuciu
Software Mentions: 14
Published: over 10 years ago

10.7554/eLife.55913

An image-based data-driven analysis of cellular architecture in a developing tissue
Cited by: 22
Author(s): Jonas Hartmann, Mie Wong, Elisa Cristina de Proença Rodrigues Gallo, Darren Gilmour
Software Mentions: 14
Published: over 4 years ago

10.1186/s13742-016-0147-0

2015 Brainhack Proceedings
Cited by: 6
Author(s): R. Cameron Craddock, Pierre Bellec, Daniel S. Margules, B. Nolan Nichols, Jörg P. Pfannmöller, AmanPreet Badhwar, David Kennedy, Jean‐Baptiste Poline, Roberto Toro, Ben Cipollini, Ariel Rokem, Daniel J. Clark, Krzysztof J. Gorgolewski, Daniel J. Clark, Samir Das, Cécile Madjar, Ayan Sengupta, Zia Mohades, Sébastien Déry, Weiran Deng, Eric Earl, Damion V. Demeter, Kate Mills, Glad Mihai, Luka Ružić, Nick Ketz, Andrew E. Reineberg, Marianne C. Reddan, Anne-Lise Goddings, Javier Gonzalez‐Castillo, Caroline Froehlich, Gil Dekel, Daniel S. Margulies, Ben D. Fulcher, Tristan Glatard, Reza Adalat, Natacha Beck, R. Bernard, Najmeh Khalili-Mahani, Pierre Rioux, Marc-Étienne Rousseau, Alan C. Evans, Yaroslav Halchenko, Matteo Visconti di Oleggio Castello, Raúl Hernández-Pérez, Edgar Abarca Morales, Laura V. Cuaya, Kaori Ito, Sook‐Lei Liew, Hans J. Johnson, Erik Kan, Julia Anglin, Michael R. Borich, Neda Jahanshad, Paul Thompson, Marcel Falkiewicz, Julia M. Huntenburg, David O’Connor, Michael P. Milham, Ramon Fraga Pereira, Anibal Sólon Heinsfeld, Alexandre R. Franco, Augusto Buchweitz, Felipe Meneguzzi, Rickson C. Mesquita, Luis C. T. Herrera, Daniela Dentico, Vanessa Sochat, Julio E. Villalon‐Reina, Eleftherios Garyfallidis
Software Mentions: 14
Published: about 8 years ago

10.1186/s13059-021-02264-8

GeneWalk identifies relevant gene functions for a biological context using network representation learning
Cited by: 26
Author(s): Robert Ietswaart, Benjamin M. Gyori, John A. Bachman, Peter K. Sorger, L. Stirling Churchman
Software Mentions: 14
Published: almost 4 years ago

10.1371/journal.ppat.1008653

Genome-wide transcriptomics identifies an early preclinical signature of prion infection
Cited by: 39
Author(s): Silvia Sorce, Mario Nuvolone, Giancarlo Russo, Andra Chincisan, Daniel Heinzer, Merve Avar, Manuela Pfammatter, Petra Schwarz, Mirzet Delic, Mattia Müller, Simone Hornemann, Despina Sanoudou, Claudia Scheckel, Adriano Aguzzi
Software Mentions: 14
Published: over 4 years ago

10.1186/s40679-016-0031-0

Analyzing microtomography data with Python and the scikit-image library
Cited by: 22
Author(s): Emmanuelle Gouillart, Juan Nunez-Iglesias, Stéfan van der Walt
Software Mentions: 14
Published: almost 8 years ago

10.1186/s12859-021-04057-z

Y-LineageTracker: a high-throughput analysis framework for Y-chromosomal next-generation sequencing data
Cited by: 21
Author(s): Hao Chen, Yan Lu, Dongsheng Lu, Shuhua Xu
Software Mentions: 13
Published: over 3 years ago

10.3390/jcm10051089

Prediction of Neurologically Intact Survival in Cardiac Arrest Patients without Pre-Hospital Return of Spontaneous Circulation: Machine Learning Approach
Cited by: 4
Author(s): Dong-Woo Seo, Hahn Yi, Hyun‐Jin Bae, Youn-Jung Kim, Cheol Ho Sohn, Won Young Kim, Kyung-Taek Lim, Namkug Kim, Youn-Jung Kim
Software Mentions: 13
Published: over 3 years ago

10.1371/journal.pcbi.1007113

Transcriptomic correlates of electrophysiological and morphological diversity within and across excitatory and inhibitory neuron classes
Cited by: 28
Author(s): Claire Bomkamp, Shreejoy J. Tripathy, Carolina Bengtsson Gonzales, Jens Hjerling-Leffler, Ann Marie Craig, Paul Pavlidis
Software Mentions: 13
Published: over 5 years ago

10.1186/s12859-020-03774-1

Hypercluster: a flexible tool for parallelized unsupervised clustering optimization
Cited by: 7
Author(s): Lili M. Blumenberg, Kelly V. Ruggles
Software Mentions: 13
Published: about 4 years ago

10.1186/s12859-021-04210-8

Contrastive self-supervised clustering of scRNA-seq data
Cited by: 28
Author(s): Madalina Ciortan, Matthieu Defrance
Software Mentions: 13
Published: over 3 years ago

10.1186/s13059-021-02480-2

Evaluation of some aspects in supervised cell type identification for single-cell RNA-seq: classifier, feature selection, and reference construction
Cited by: 16
Author(s): Wenjing Ma, Kenong Su, Hao Wu
Software Mentions: 12
Published: about 3 years ago

10.1371/journal.pcbi.1009136

Multidimensional analysis and detection of informative features in human brain white matter
Cited by: 14
Author(s): Adam Richie-Halford, Jason D. Yeatman, Noah Simon, Ariel Rokem
Software Mentions: 12
Published: over 3 years ago

10.1186/s13059-019-1795-z

A comparison of automatic cell identification methods for single-cell RNA sequencing data
Cited by: 361
Author(s): Tamim Abdelaal, Lieke Michielsen, Davy Cats, Dylan Hoogduin, Hailiang Mei, Marcel J. T. Reinders, Ahmed Mahfouz
Software Mentions: 12
Published: about 5 years ago

10.1186/s13059-018-1563-5

CRISPRO: identification of functional protein coding sequences based on genome editing dense mutagenesis
Cited by: 27
Author(s): Vivien A.C. Schoonenberg, Mitchel A Cole, Qiuming Yao, Claudio Macias-Treviño, Falak Sher, Patrick G. Schupp, Matthew C. Canver, Takahiro Maeda, Luca Pinello, Daniel E. Bauer
Software Mentions: 12
Published: about 6 years ago

10.1371/journal.pone.0236305

Defining the sediment prokaryotic communities of the Indian River Lagoon, FL, USA, an Estuary of National Significance
Cited by: 7
Author(s): David J. Bradshaw, Nicholas J. Dickens, John H. Trefry, Peter J. McCarthy
Software Mentions: 12
Published: about 4 years ago

10.3390/ani11072131

Predicting Subclinical Ketosis in Dairy Cows Using Machine Learning Techniques
Cited by: 7
Author(s): Alicja Satoła, Edyta Bauer
Software Mentions: 12
Published: over 3 years ago

10.1038/s42003-021-01941-5

CENP-A overexpression promotes distinct fates in human cells, depending on p53 status
Cited by: 23
Author(s): Daniel Jeffery, Alberto Gatto, Katrina Podsypanina, Charlène Renaud-Pageot, Rebeca Ponce Landete, Lorraine Bonneville, Marie Dumont, Daniele Fachinetti, Geneviève Almouzni
Software Mentions: 12
Published: over 3 years ago

10.1371/journal.pcbi.1007753

Hydra: A mixture modeling framework for subtyping pediatric cancer cohorts using multimodal gene expression signatures
Cited by: 1
Author(s): Jacob Pfeil, Lauren Sanders, Ioannis N. Anastopoulos, A. Geoffrey Lyle, Alana S. Weinstein, Yuanqing Xue, Andrew Blair, Holly C. Beale, Alex Lee, Stanley G. Leung, Phuong Dinh, Avanthi Tayi Shah, Marcus R. Breese, W. Patrick Devine, Isabel Bjork, Sofie R. Salama, E. Alejandro Sweet-Cordero, David Haussler, Olena M. Vaske
Software Mentions: 12
Published: over 4 years ago

10.1128/mSystems.00903-19

manta: a Clustering Algorithm for Weighted Ecological Networks
Cited by: 7
Author(s): Lisa Röttjers, Karoline Faust
Software Mentions: 12
Published: almost 5 years ago

10.1371/journal.pone.0243295

Polish is quantitatively different on quartzite flakes used on different worked materials
Cited by: 12
Author(s): Antonella Pedergnana, Ivan Calandra, Adrian Evans, Konstantin Bob, Andreas Hildebrandt, Andreu Ollé
Software Mentions: 12
Published: almost 4 years ago

10.12688/f1000research.22969.2

clustifyr: an R package for automated single-cell RNA sequencing cluster classification
Cited by: 58
Author(s): Rui Fu, Austin E. Gillen, Ryan M. Sheridan, Chengzhe Tian, Michelle Daya, Yue Hao, Jay R. Hesselberth, Kent Riemondy
Software Mentions: 12
Published: over 4 years ago

10.1186/s40679-018-0060-y

An open-source software ecosystem for the interactive exploration of ultrafast electron scattering data
Cited by: 11
Author(s): Laurent P. René de Cotret, Martin Otto, Mark J. Stern, Bradley J. Siwick
Software Mentions: 12
Published: about 6 years ago

10.1093/molbev/msaa128

Evolution of the Insecticide Target Rdl in African Anopheles Is Driven by Interspecific and Interkaryotypic Introgression
Cited by: 25
Author(s): Xavier Grau‐Bové, Sean Tomlinson, Andrias O. O’Reilly, Nicholas J. Harding, Alistair Miles, Dominic Kwiatkowski, Martin Donnelly, David Weetman
Software Mentions: 12
Published: over 4 years ago

10.7554/eLife.60474

The effect of hybridization on transposable element accumulation in an undomesticated fungal species
Cited by: 26
Author(s): Mathieu Hénault, Souhir Marsit, Guillaume Charron, Christian R. Landry
Software Mentions: 12
Published: about 4 years ago

10.3390/ijerph17031093

Teleconsultations between Patients and Healthcare Professionals in Primary Care in Catalonia: The Evaluation of Text Classification Algorithms Using Supervised Machine Learning
Cited by: 14
Author(s): Francesc López Seguí, Ricardo Ander Egg Aguilar, Gabriel de Maeztu, Anna García‐Altés, Francesc García Cuyàs, Sandra M. Walsh, Marta Sagarra Castro, Josep Vidal-Alaball
Software Mentions: 11
Published: almost 5 years ago

10.1038/s41598-018-31154-6

Instant Clue: A Software Suite for Interactive Data Visualization and Analysis
Cited by: 156
Author(s): Hendrik Nolte, Thomas MacVicar, Frederik Tellkamp, Marcus Krüger
Software Mentions: 11
Published: about 6 years ago

10.1186/s13321-017-0215-1

ChemSAR: an online pipelining platform for molecular SAR modeling
Cited by: 39
Author(s): Jie Dong, Zhi Jiang Yao, Min Zhu, Ning Ning Wang, Ben Lü, Alex F. Chen, Ai Ping Lu, Hongyu Miao, Wen Zeng, Dong Sheng Cao
Software Mentions: 11
Published: over 7 years ago

10.3390/ijms22157974

Transcriptomic and Metabolic Network Analysis of Metabolic Reprogramming and IGF-1 Modulation in SCA3 Transgenic Mice
Cited by: 4
Author(s): Yu Te Lin, Yong Shiou Lin, Wen Cheng, Jui-Chih Chang, Yi Chun Chao, Chin San Liu, An-Chi Wei
Software Mentions: 10
Published: over 3 years ago

10.7717/peerj.453

scikit-image: image processing in Python
Cited by: 3,381
Author(s): Stéfan van der Walt, Johannes L. Schönberger, Juan Nunez-Iglesias, François Boulogne, Joshua D. Warner, Neil Yager, Emmanuelle Gouillart, Tony Yu
Software Mentions: 10
Published: over 10 years ago

10.1093/bioinformatics/btaa201

Resolving single-cell heterogeneity from hundreds of thousands of cells through sequential hybrid clustering and NMF
Cited by: 37
Author(s): Meenakshi Venkatasubramanian, Kashish Chetal, Daniel Schnell, Gowtham Atluri, Nathan Salomonis
Software Mentions: 10
Published: over 4 years ago

10.1186/s12859-021-04037-3

InstantDL: an easy-to-use deep learning pipeline for image segmentation and classification
Cited by: 8
Author(s): Dominik J. E. Waibel, Sayedali Shetab Boushehri, Carsten Marr
Software Mentions: 10
Published: over 3 years ago

10.7554/eLife.62210

Proteomic analysis of young and old mouse hematopoietic stem cells and their progenitors reveals post-transcriptional regulation in stem cells
Cited by: 18
Author(s): Balyn W. Zaro, Joseph J. Noh, Victoria L. Mascetti, János Demeter, Benson M. George, Monika Żukowska, Gunsagar S. Gulati, Rahul Sinha, Ryan A. Flynn, Allison Banuelos, Allison Zhang, Adam C. Wilkinson, Peter K. Jackson, Irving L. Weissman
Software Mentions: 10
Published: almost 4 years ago

10.3390/jcm9051572

Eye-Catching Microbes—Polyphasic Analysis of the Microbiota on Microscope Oculars Verifies Their Role as Fomites
Cited by: 3
Author(s): Birgit Fritz, Karin Schäfer, Melanie März, Siegfried Wahl, Focke Ziemssen, Markus Egert
Software Mentions: 10
Published: over 4 years ago

10.1371/journal.pcbi.1009380

Structural and energetic profiling of SARS-CoV-2 receptor binding domain antibody recognition and the impact of circulating variants
Cited by: 11
Author(s): Rui Yin, Johnathan D. Guest, Ghazaleh Taherzadeh, Ragul Gowthaman, Ipsa Mittra, Jane Quackenbush, Brian G. Pierce
Software Mentions: 10
Published: about 3 years ago

10.1016/j.ajhg.2020.03.012

Mantis-ml: Disease-Agnostic Gene Prioritization from High-Throughput Genomic Screens by Stochastic Semi-supervised Learning
Cited by: 24
Author(s): Dimitrios Vitsios, Steve Petrovski
Software Mentions: 10
Published: over 4 years ago

10.1016/j.cell.2021.07.017

Whole-body integration of gene expression and single-cell morphology
Cited by: 59
Author(s): Hernando Vergara, Constantin Pape, Kimberly Meechan, Valentyna Zinchenko, Christel Genoud, Adrian Wanner, Kevin Nzumbi Mutemi, Benjamin Titze, Rachel Templin, Paola Bertucci, Oleg Simakov, Wiebke Dürichen, Pedro Machado, Emily L. Savage, Lothar Schermelleh, Yannick Schwab, Rainer W. Friedrich, Anna Kreshuk, Christian Tischer, Detlev Arendt
Software Mentions: 10
Published: about 3 years ago

10.3389/fnins.2019.00494

Automated, Efficient, and Accelerated Knowledge Modeling of the Cognitive Neuroimaging Literature Using the ATHENA Toolkit
Cited by: 6
Author(s): Michael C. Riedel, Taylor Salo, Jason Hays, Matthew D. Turner, Matthew T. Sutherland, Jessica A. Turner, Angela R. Laird
Software Mentions: 10
Published: over 5 years ago

10.1186/s12859-017-1487-1

A systematic comparative evaluation of biclustering techniques
Cited by: 94
Author(s): Victor Alexandre Padilha, Ricardo J. G. B. Campello
Software Mentions: 10
Published: almost 8 years ago

10.1186/s13073-021-00919-6

Circulating bacterial signature is linked to metabolic disease and shifts with metabolic alleviation after bariatric surgery
Cited by: 14
Author(s): Rima Chakaroun, Lucas Massier, Anna Heintz‐Buschart, Nedal Said, Jörg Fallmann, Alyce Crane, Tatjana Schütz, Arne Dietrich, Matthias Blüher, Michael Stümvoll, Niculina Musat, Peter Kovacs
Software Mentions: 10
Published: over 3 years ago

10.1038/s41598-020-80308-y

A novel retinal ganglion cell quantification tool based on deep learning
Cited by: 22
Author(s): Luca Masin, Marie Claes, Steven Bergmans, Lien Cools, Lien Andries, Benjamin Davis, Lieve Moons, Lies De Groef
Software Mentions: 10
Published: almost 4 years ago

10.1038/s41598-021-89904-y

Feasibility of predicting allele specific expression from DNA sequencing using machine learning
Cited by: 5
Author(s): Zhenhua Zhang, Freerk van Dijk, Nigel Klein, Mariëlle van Gijn, Lude Franke, Richard J. Sinke, Morris A. Swertz, K. Joeri van der Velde
Software Mentions: 10
Published: over 3 years ago

10.3389/fcimb.2020.00137

Microbiotyping the Sinonasal Microbiome
Cited by: 15
Author(s): Ahmed Bassiouni, S. Paramasivan, Arron Shiffer, Matthew R. Dillon, Emily K. Cope, Clare Cooksley, Mahnaz Ramezanpour, Sophia Moraitis, Mohammad Javed Ali, Benjamin S. Bleier, Claudio Callejas, Marjolein Cornet, Richard Douglas, Daniel Lorena Dutra, Christos Georgalas, Richard J. Harvey, Peter H. Hwang, Amber U. Luong, Rodney J. Schlosser, Pongsakorn Tantilipikorn, Marc A. Tewfik, Sarah Vreugde, Peter John Wormald, J. Gregory Caporaso, Alkis James Psaltis
Software Mentions: 9
Published: over 4 years ago

10.1371/journal.pcbi.1008126

Ten simple rules to power drug discovery with data science
Cited by: 10
Author(s): Enrico Ferrero, Sophie Brachat, Jeremy L. Jenkins, Philippe Marc, Peter Skewes-Cox, Robert C. Altshuler, Caroline Gubser Keller, Audrey Kauffmann, Erik K Sassaman, Jason M. Laramie, Birgit Schoeberl, Mark Borowsky, Nikolaus Stiefl
Software Mentions: 9
Published: about 4 years ago

10.1186/s13073-020-00786-7

A cell-of-origin epigenetic tracer reveals clinically distinct subtypes of high-grade serous ovarian cancer
Cited by: 11
Author(s): Pietro Lo Riso, Carlo Emanuele Villa, Gilles Gasparoni, Andrea Vingiani, Raffaele Luongo, Anna Manfredi, Annemarie Jungmann, Alessia Bertolotti, Francesca Borgo, Annalisa Garbi, Michela Lupia, Pasquale Laise, Vivek Das, Giancarlo Pruneri, Giuseppe Viale, Nicoletta Colombo, Teresa Manzo, Luigi Nezi, Ugo Cavallaro, Davide Cacchiarelli, Jörn Walter, Giuseppe Testa
Software Mentions: 9
Published: about 4 years ago

10.1186/s13073-021-00930-x

DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data
Cited by: 72
Author(s): Olivier Poirion, Jiangbin Zheng, Kumardeep Chaudhary, Sijia Huang, Lana X. Garmire
Software Mentions: 9
Published: over 3 years ago

10.1186/s12911-021-01459-0

Transformers-sklearn: a toolkit for medical language understanding with transformer-based models
Cited by: 14
Author(s): Feihong Yang, Xuwen Wang, Hetong Ma, Jiao Li
Software Mentions: 9
Published: over 3 years ago

10.1186/s12859-016-1442-6

Unboxing cluster heatmaps
Cited by: 25
Author(s): Sophie Engle, Sean Whalen, Alark Joshi, Katherine S. Pollard
Software Mentions: 9
Published: almost 8 years ago

10.1186/s12859-021-04093-9

Machine learning predicts nucleosome binding modes of transcription factors
Cited by: 1
Author(s): K C Kishan, Sridevi K. Subramanya, Rui Li, Feng Cui
Software Mentions: 9
Published: over 3 years ago

10.1186/s42523-020-00071-3

Differential response of digesta- and mucosa-associated intestinal microbiota to dietary insect meal during the seawater phase of Atlantic salmon
Cited by: 43
Author(s): Yanxian Li, Leonardo Bruni, Alexander Jaramillo-Torres, Karina Gajardo, Trond M. Kortner, Åshild Krogdahl
Software Mentions: 9
Published: almost 4 years ago

10.1371/journal.pcbi.1008982

Predicting mean ribosome load for 5’UTR of any length using deep learning
Cited by: 14
Author(s): Alexander Karollus, Žiga Avsec, Julien Gagneur
Software Mentions: 9
Published: over 3 years ago

10.1186/s13040-019-0201-4

Exploration of a diversity of computational and statistical measures of association for genome-wide genetic studies
Cited by: 3
Author(s): Elisabetta Manduchi, Patryk Orzechowski, Marylyn D. Ritchie, Jason H. Moore
Software Mentions: 9
Published: over 5 years ago

10.7717/peerj.6339

Splitting on categorical predictors in random forests
Cited by: 26
Author(s): Marvin N. Wright, Inke R. König
Software Mentions: 9
Published: almost 6 years ago

10.1186/s13040-020-00213-y

Ideas for how informaticians can get involved with COVID-19 research
Cited by: 17
Author(s): Jason H. Moore, Ian Barnett, Mary Regina Boland, Yong Chen, George Demiris, Graciela Gonzalez-Hernandez, Daniel S. Herman, Blanca E. Himes, Rebecca A. Hubbard, Dokyoon Kim, Jeffrey S. Morris, Danielle L. Mowery, Marylyn D. Ritchie, Li Shen, Ryan J. Urbanowicz, John H. Holmes
Software Mentions: 9
Published: over 4 years ago

10.1371/journal.pcbi.1008742

Wide range of metabolic adaptations to the acquisition of the Calvin cycle revealed by comparison of microbial genomes
Cited by: 11
Author(s): Johannes Asplund-Samuelsson, Elton P. Hudson
Software Mentions: 9
Published: almost 4 years ago

10.1128/AEM.00121-20

Assessment of Soil Features on the Growth of Environmental Nontuberculous Mycobacterial Isolates from Hawai'i
Cited by: 15
Author(s): Cody Glickman, Ravleen Virdi, Nabeeh A. Hasan, L. Elaine Epperson, Leeza Brown, Stephanie N. Dawrs, James Crooks, Edward D. Chan, Michael Strong, Stephen T. Nelson, Jennifer R. Honda
Software Mentions: 9
Published: about 4 years ago

10.1186/s12859-016-1321-1

GEN3VA: aggregation and analysis of gene expression signatures from related studies
Cited by: 17
Author(s): Gregory W. Gundersen, Kathleen M. Jagodnik, Holly Woodland, Nicholas F. Fernandez, Kevin Sani, Anders B. Dohlman, Peter M.U. Ung, Caroline D. Monteiro, Avner Schlessinger, Avi Ma’ayan
Software Mentions: 9
Published: about 8 years ago

10.1007/978-3-030-61527-7_24

Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars
Cited by: 11
Author(s): Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri
Software Mentions: 9
Published: almost 5 years ago

10.1007/s13755-020-00105-9

Predicting risk of stillbirth and preterm pregnancies with machine learning
Cited by: 43
Author(s): Aki Koivu, Mikko Sairanen
Software Mentions: 9
Published: over 4 years ago

10.1093/jamia/ocab068

Stroke risk prediction using machine learning: a prospective cohort study of 0.5 million Chinese adults
Cited by: 26
Author(s): Matthew Chun, Robert Clarke, Benjamin J. Cairns, David A. Clifton, Derrick Bennett, Yiping Chen, Yu Guo, Pei Pei, Jun Lv, Canqing Yu, Ling Yang, Liming Li, Zhengming Chen, Tingting Zhu
Software Mentions: 9
Published: over 3 years ago

10.3389/fneur.2021.681140

Using Base-ml to Learn Classification of Common Vestibular Disorders on DizzyReg Registry Data
Cited by: 3
Author(s): Gerome Vivar, Ralf Strobl, Eva Grill, Nassir Navab, Andreas Zwergal, Seyed-Ahmad Ahmadi
Software Mentions: 9
Published: over 3 years ago

10.1371/journal.pcbi.1008605

Machine learning based CRISPR gRNA design for therapeutic exon skipping
Cited by: 5
Author(s): Wilson Louie, Max W. Shen, Zakir Tahiry, Sophia Zhang, Daniel Worstell, Christopher A. Cassa, Richard I. Sherwood, David K. Gifford
Software Mentions: 8
Published: almost 4 years ago

10.26508/lsa.202101113

Statistical guidelines for quality control of next-generation sequencing techniques
Cited by: 1
Author(s): Maximilian Sprang, Matteo Krüger, Miguel A. Andrade‐Navarro, Jean-Fred Fontaine
Software Mentions: 8
Published: about 3 years ago

10.3390/cancers12123799

A Topic Modeling Analysis of TCGA Breast and Lung Cancer Transcriptomic Data
Cited by: 11
Author(s): Filippo Valle, Matteo Osella, Michele Caselle
Software Mentions: 8
Published: almost 4 years ago

10.1186/s13073-017-0428-y

Functional implications of microbial and viral gut metagenome changes in early stage L-DOPA-naïve Parkinson’s disease patients
Cited by: 378
Author(s): Janis R. Bedarf, Falk Hildebrand, Luís Pedro Coelho, Shinichi Sunagawa, Mohammad Bahram, Felix Goeser, Peer Bork, Ullrich Wüllner
Software Mentions: 8
Published: over 7 years ago

10.1186/s13059-019-1755-7

Benchmarking of alignment-free sequence comparison methods
Cited by: 134
Author(s): Andrzej Zieleziński, Hani Z. Girgis, Guillaume Bernard, Chris-André Leimeister, Kujin Tang, Thomas Dencker, Anna Katharina Lau, Sophie Röhling, Jae Jin Choi, Michael S. Waterman, Matteo Comin, Sung‐Hou Kim, Susana Vinga, Jonas S. Almeida, Cheong Xin Chan, Benjamin James, Fengzhu Sun, Burkhard Morgenstern, Wojciech M. Karłowski
Software Mentions: 8
Published: over 5 years ago

10.1186/s12859-019-3087-8

PyBDA: a command line tool for automated analysis of big biological data sets
Cited by: 3
Author(s): Simon Dirmeier, Mario Emmenlauer, Christoph Dehio, Niko Beerenwinkel
Software Mentions: 8
Published: about 5 years ago

10.1186/s12859-020-03641-z

A rank-based marker selection method for high throughput scRNA-seq data
Cited by: 23
Author(s): Alexander Vargo, Anna C. Gilbert
Software Mentions: 8
Published: about 4 years ago

10.1186/s13643-019-0942-7

Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error
Cited by: 86
Author(s): Alexandra Bannach‐Brown, Piotr Przybyła, James Thomas, Andrew S.C. Rice, Sophia Ananiadou, Jing Liao, Malcolm Macleod
Software Mentions: 8
Published: almost 6 years ago

10.3390/s20226666

Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks
Cited by: 18
Author(s): Kamil Książek, Michał Romaszewski, Przemysław Głomb, Bartosz Grabowski, Michał Cholewa
Software Mentions: 8
Published: about 4 years ago

10.1371/journal.pone.0216511

Modelling tick bite risk by combining random forests and count data regression models
Cited by: 10
Author(s): Irene Garcia‐Martí, R. Zurita-Milla, Arno Swart
Software Mentions: 8
Published: almost 5 years ago

10.1093/bioinformatics/btaa093

Methplotlib: analysis of modified nucleotides from nanopore sequencing
Cited by: 22
Author(s): Wouter De Coster, Endre Bakken Stovner, Mojca Stražišar
Software Mentions: 8
Published: almost 5 years ago

10.1371/journal.pgen.1009324

Virus-derived variation in diverse human genomes
Cited by: 0
Author(s): Shohei Kojima, Anselmo Jiro Kamada, Nicholas F. Parrish
Software Mentions: 8
Published: over 3 years ago

10.1186/s12870-019-1693-2

A k-mer grammar analysis to uncover maize regulatory architecture
Cited by: 32
Author(s): Maria Katherine Mejía‐Guerra, Edward S. Buckler
Software Mentions: 8
Published: over 5 years ago

10.7717/peerj.10670

Digital Cell Sorter (DCS): a cell type identification, anomaly detection, and Hopfield landscapes toolkit for single-cell transcriptomics
Cited by: 8
Author(s): Sergii Domanskyi, Alex Hakansson, T. J. Bertus, Giovanni Paternostro, Carlo Piermarocchi
Software Mentions: 8
Published: almost 4 years ago

10.1371/journal.pbio.3001341

Assessing the replicability of spatial gene expression using atlas data from the adult mouse brain
Cited by: 3
Author(s): Shaina Lu, Cantin Ortiz, Daniel Fürth, Stephan Fischer, Konstantinos Meletis, Anthony M. Zador, Jesse Gillis
Software Mentions: 8
Published: over 3 years ago

10.3389/fninf.2014.00014

Machine learning for neuroimaging with scikit-learn
Cited by: 1,186
Author(s): A. Alexandre, Fabián Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
Software Mentions: 8
Published: almost 11 years ago

10.1016/j.csbj.2021.05.024

Machine learning applied to serum and cerebrospinal fluid metabolomes revealed altered arginine metabolism in neonatal sepsis with meningoencephalitis
Cited by: 12
Author(s): Peng Zhang, Zhangxing Wang, Huixian Qiu, Wenhao Zhou, Mingbang Wang, Guoqiang Cheng
Software Mentions: 8
Published: almost 4 years ago

10.1186/s13072-021-00401-y

Evaluation of whole-genome DNA methylation sequencing library preparation protocols
Cited by: 18
Author(s): Jacob Morrison, Julie Koeman, Benjamin K. Johnson, Kelly K. Foy, Ian Beddows, Wanding Zhou, David Chesla, Larissa L. Rossell, Emily J. Siegwald, Marie Adams, Hui Shen
Software Mentions: 8
Published: over 3 years ago

10.1039/d0sc01101k

Autonomous intelligent agents for accelerated materials discovery
Cited by: 46
Author(s): Joseph H. Montoya, Kirsten T. Winther, Raul A. Flores, Thomas Bligaard, Jens Strabo Hummelshøj, Muratahan Aykol
Software Mentions: 8
Published: almost 5 years ago

10.1186/s12859-021-04293-3

Accurate plant pathogen effector protein classification ab initio with deepredeff: an ensemble of convolutional neural networks
Cited by: 12
Author(s): Ruth Kristianingsih, Dan MacLean
Software Mentions: 8
Published: over 3 years ago

10.1016/j.cell.2019.08.003

Host-Microbe-Drug-Nutrient Screen Identifies Bacterial Effectors of Metformin Therapy
Cited by: 170
Author(s): Rosina Pryor, Povilas Norvaišas, Γεώργιος Μαρίνος, Lena Best, Louise B. Thingholm, Leonor M. Quintaneiro, Wouter De Haes, Daniela Esser, Silvio Waschina, Celia Lujan, Reuben L. Smith, Timothy A. Scott, Daniel Martínez-Martínez, Orla Woodward, Kevin Bryson, Matthias Laudes, Wolfgang Lieb, Riekelt H. Houtkooper, André Franke, Liesbet Temmerman, Ivana Bjedov, Helena M. Cochemé, Christoph Kaleta, Filipe Cabreiro
Software Mentions: 8
Published: about 5 years ago

10.1007/s10278-017-0037-8

SimpleITK Image-Analysis Notebooks: a Collaborative Environment for Education and Reproducible Research
Cited by: 239
Author(s): Ziv Yaniv, Bradley Lowekamp, Hans J. Johnson, Richard Beare
Software Mentions: 8
Published: almost 7 years ago

10.7554/eLife.65445

Molecular characterization of projection neuron subtypes in the mouse olfactory bulb
Cited by: 16
Author(s): Sara Zeppilli, Tobias Ackels, Robin Attey, Nell Klimpert, Kimberly Ritola, Stefan Boeing, Anton Crombach, Andreas T. Schaefer, Alexander Fleischmann
Software Mentions: 8
Published: over 3 years ago

10.7554/eLife.31035

Phenotype inference in an Escherichia coli strain panel
Cited by: 36
Author(s): Marco Galardini, Alexandra Koumoutsi, Lucía Herrera-Domínguez, Juan Antonio Cordero Varela, Anja Telzerow, Omar Wagih, Morgane Wartel, Olivier Clermont, Erick Denamur, Athanasios Typas, Pedro Beltrão
Software Mentions: 8
Published: almost 7 years ago

10.1038/s41598-020-73978-1

Data based predictive models for odor perception
Cited by: 27
Author(s): Rinu Chacko, Deepak Jain, Manasi Patwardhan, Abhishek Puri, Shirish Karande, Beena Rai
Software Mentions: 8
Published: about 4 years ago

10.3389/fdata.2021.693674

A Benchmark for Data Imputation Methods
Cited by: 41
Author(s): Sebastian Jäger, Arndt Allhorn, Felix Bießmann
Software Mentions: 8
Published: over 3 years ago

10.3389/fgene.2021.602196

AI Aided Design of Epitope-Based Vaccine for the Induction of Cellular Immune Responses Against SARS-CoV-2
Cited by: 4
Author(s): Giovanni Mazzocco, Iga Niemiec, Alexander Myronov, Piotr Skoczylas, Jan Kaczmarczyk, Anna Sanecka-Duin, Katarzyna Gruba, Paulina Król, Michał Drwal, Marian Szczepanik, Krzysztof Pyrć, Piotr Stępniak
Software Mentions: 8
Published: over 3 years ago

10.3389/fgene.2019.00662

Cascaded Wx: A Novel Prognosis-Related Feature Selection Framework in Human Lung Adenocarcinoma Transcriptomes
Cited by: 6
Author(s): Bonggun Shin, Sung Soo Park, Ji Hyung Hong, Ho Jung An, Sang Hoon Chun, Kilsoo Kang, Young Ho Ahn, Yoon Ho Ko, Keunsoo Kang
Software Mentions: 7
Published: over 5 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431