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

10.7554/eLife.54082

Topology-driven protein-protein interaction network analysis detects genetic sub-networks regulating reproductive capacity
Cited by: 10
Author(s): Tarun Kumar, Leo Blondel, Cassandra G. Extavour
Software Mentions: 4
Published: about 4 years ago

10.7554/eLife.63711

Standardized and reproducible measurement of decision-making in mice
Cited by: 72
Author(s): Valeria Aguillon-Rodriguez, Dora E. Angelaki, H Bayer, Niccolò Bonacchi, Matteo Carandini, Fanny Cazettes, Gaelle Chapuis, Anne K. Churchland, Yang Dan, Eric DeWitt, Mayo Faulkner, Hamish Forrest, Laura Haetzel, Michael Häusser, Sonja B. Hofer, Fei Hu, Anup Khanal, Christopher Krasniak, Inês Laranjeira, Zachary F. Mainen, Guido T. Meijer, Nathaniel J Miska, Thomas D. Mrsic-Flogel, Masayoshi Murakami, Jean‐Paul Noel, Alejandro Pan-Vazquez, Cyrille Rossant, Joshua I. Sanders, Karolina Socha, Rebecca Terry, Anne E Urai, Hernando Vergara, Miles J. Wells, Christian J. Wilson, Ilana B. Witten, Lauren E Wool, Anthony M. Zador
Software Mentions: 4
Published: over 3 years ago

10.3389/fnhum.2019.00295

Theories and Methods for Labeling Cognitive Workload: Classification and Transfer Learning
Cited by: 18
Author(s): Ryan McKendrick, Bradley Feest, Amanda E. Harwood, Brian Falcone
Software Mentions: 4
Published: about 5 years ago

10.7554/eLife.59780

On the objectivity, reliability, and validity of deep learning enabled bioimage analyses
Cited by: 25
Author(s): Dennis Segebarth, Matthias Griebel, Nikolai Stein, Cora R. von Collenberg, Corinna Martin, Dominik Fiedler, Lucas B. Comeras, Anupam Sah, Victoria Schoeffler, Teresa M. Lüffe, Alexander Dürr, Rohini Gupta, Manju Sasi, Christina Lillesaar, Maren D. Lange, Ramon Tasan, Nicolas Singewald, Hans‐Christian Pape, Christoph M. Flath, Robert Blum
Software Mentions: 4
Published: about 4 years ago

10.1371/journal.pmed.1002683

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study
Cited by: 809
Author(s): John R. Zech, Marcus A. Badgeley, Manway Liu, Anthony Costa, J. Titano, Eric K. Oermann
Software Mentions: 4
Published: about 6 years ago

10.1371/journal.pmed.1002697

Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study
Cited by: 146
Author(s): Andrew G. Taylor, Clinton Mielke, John Mongan
Software Mentions: 4
Published: about 6 years ago

10.1186/s12859-017-1751-4

Quantiprot - a Python package for quantitative analysis of protein sequences
Cited by: 8
Author(s): Bogumił M. Konopka, Marta Anna Marciniak, Witold Dyrka
Software Mentions: 4
Published: over 7 years ago

10.1371/journal.pone.0203839

Using wearable sensors to classify subject-specific running biomechanical gait patterns based on changes in environmental weather conditions
Cited by: 40
Author(s): Nizam Uddin Ahamed, Dylan Kobsar, Lauren C. Benson, Christian A. Clermont, Russell Kohrs, Sean T. Osis, Reed Ferber
Software Mentions: 4
Published: about 6 years ago

10.7554/eLife.19760

Compact and highly active next-generation libraries for CRISPR-mediated gene repression and activation
Cited by: 551
Author(s): Max A. Horlbeck, Luke A. Gilbert, Jacqueline E. Villalta, Brittany Susan Adamson, Ryan A. Pak, Yu‐Wen Chen, Alexander P. Fields, Chong Yon Park, Jacob E. Corn, Martin Kampmann, Jonathan S. Weissman
Software Mentions: 4
Published: about 8 years ago

10.1371/journal.pgen.1009713

Multitrait GWAS to connect disease variants and biological mechanisms
Cited by: 12
Author(s): Hanna Julienne, Vincent Laville, Zachary R. McCaw, Zihuai He, Vincent Guillemot, Carla Lasry, Andrey Ziyatdinov, Cyril Nerin, Amaury Vaysse, Pierre Lechat, Hervé Ménager, Wilfried Le Goff, Marie‐Pierre Dubé, Peter Kraft, Iuliana Ionita‐Laza, Bjarni J. Vilhjálmsson, Hugues Aschard
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pgen.1008466

Paralog buffering contributes to the variable essentiality of genes in cancer cell lines
Cited by: 59
Author(s): Barbara De Kegel, Colm J. Ryan
Software Mentions: 4
Published: about 5 years ago

10.1371/journal.pone.0249424

miRGTF-net: Integrative miRNA-gene-TF network analysis reveals key drivers of breast cancer recurrence
Cited by: 15
Author(s): Stepan Nersisyan, A. V. Galatenko, Vladimir Galatenko, M. Yu. Shkurnikov, Alexander G. Tonevitsky
Software Mentions: 4
Published: over 3 years ago

10.3389/fgene.2020.618478

ATACgraph: Profiling Genome-Wide Chromatin Accessibility From ATAC-seq
Cited by: 7
Author(s): Rita Jui-Hsien Lu, Yen-Ting Liu, Chih-Wei Huang, Ming‐Ren Yen, Chung‐Yen Lin, Pao‐Yang Chen
Software Mentions: 4
Published: almost 4 years ago

10.7554/eLife.38173

CaImAn an open source tool for scalable calcium imaging data analysis
Cited by: 495
Author(s): Andrea Giovannucci, Johannes Friedrich, Pat Gunn, Jérémie Kalfon, Brandon Brown, S. A. Koay, Jiannis Taxidis, Farzaneh Najafi, Jeffrey Gauthier, Pengcheng Zhou, Baljit S. Khakh, David W. Tank, Dmitri B. Chklovskii, Eftychios A. Pnevmatikakis
Software Mentions: 4
Published: almost 6 years ago

10.7554/eLife.57023

Retrieval practice facilitates memory updating by enhancing and differentiating medial prefrontal cortex representations
Cited by: 14
Author(s): Zhifang Ye, Liang Shi, Anqi Li, Chuansheng Chen, Gui Xue
Software Mentions: 4
Published: over 4 years ago

10.1016/j.media.2020.101871

Accurate brain age prediction with lightweight deep neural networks
Cited by: 199
Author(s): Peng Han, Weikang Gong, Christian F. Beckmann, Andrea Vedaldi, Stephen M. Smith
Software Mentions: 4
Published: almost 4 years ago

10.7554/eLife.63377

DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels
Cited by: 61
Author(s): James P Bohnslav, Nivanthika K Wimalasena, Kelsey J Clausing, Yu Dai, David A. Yarmolinsky, Tomás Cruz, Adam D Kashlan, M. Eugenia Chiappe, Lauren L. Orefice, Clifford J. Woolf, Christopher D. Harvey
Software Mentions: 4
Published: about 3 years ago

10.1186/s12916-019-1292-y

Repeated clinical malaria episodes are associated with modification of the immune system in children
Cited by: 33
Author(s): Yaw Bediako, Rebecca N. Adams, Adam J. Reid, John Joseph Valletta, Francis M. Ndungu, Jan Sodenkamp, Jedidah Mwacharo, Joyce M. Ngoi, Domtila Kimani, Oscar Kai, Juliana Wambua, George Nyangweso, Etienne P. de Villiers, Mandy Sanders, Magda E. Lotkowska, Jing-wen Lin, Sabrina Manni, John W.G. Addy, Mario Recker, Chris Newbold, Matthew Berriman, Philip Bejon, Kevin Marsh, Jean Langhorne
Software Mentions: 4
Published: over 5 years ago

10.1371/journal.pgen.1008935

Horizontal transmission and recombination maintain forever young bacterial symbiont genomes
Cited by: 82
Author(s): Shelbi L. Russell, Evan Pepper-Tunick, Jesper Svedberg, Ashley Byrne, Jennie Ruelas Castillo, Christopher Vollmers, Roxanne A. Beinart, Russell Corbett-Detig
Software Mentions: 4
Published: about 4 years ago

10.3389/fonc.2020.00418

Comparison and Fusion of Deep Learning and Radiomics Features of Ground-Glass Nodules to Predict the Invasiveness Risk of Stage-I Lung Adenocarcinomas in CT Scan
Cited by: 36
Author(s): Xianwu Xia, Jing Gong, Hao Wen, Ting Yang, Yeqing Lin, Shengping Wang, Weijun Peng
Software Mentions: 4
Published: over 4 years ago

10.3389/fncom.2018.00056

Modern Machine Learning as a Benchmark for Fitting Neural Responses
Cited by: 52
Author(s): Ari S. Benjamin, Hugo L. Fernandes, Tucker Tomlinson, Pavan Ramkumar, Chris VerSteeg, Raeed H. Chowdhury, Lee E. Miller, Konrad Kording
Software Mentions: 4
Published: over 6 years ago

10.1371/journal.pcbi.1008347

Integrating across neuroimaging modalities boosts prediction accuracy of cognitive ability
Cited by: 30
Author(s): Javier Rasero, A. Sentis, Fang‐Cheng Yeh, Timothy Verstynen
Software Mentions: 4
Published: over 3 years ago

10.3389/fncel.2021.668230

Impaired Adaptation and Laminar Processing of the Oddball Paradigm in the Primary Visual Cortex of Fmr1 KO Mouse
Cited by: 4
Author(s): Alexandr Pak, Samuel T. Kissinger, Alexander A. Chubykin
Software Mentions: 4
Published: over 3 years ago

10.3389/fncom.2020.580632

DNNBrain: A Unifying Toolbox for Mapping Deep Neural Networks and Brains
Cited by: 11
Author(s): Xiayu Chen, Ming Zhou, Zhengxin Gong, Wei Xu, Xingyu Liu, Taicheng Huang, Zonglei Zhen, Jia Liu
Software Mentions: 4
Published: almost 4 years ago

10.3390/ijerph181910438

COVID-19 Vaccine Hesitancy in the Month Following the Start of the Vaccination Process
Cited by: 25
Author(s): Liviu‐Adrian Cotfas, Camelia Delcea, Rareș Gherai
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pcbi.1008001

Longitudinal wastewater sampling in buildings reveals temporal dynamics of metabolites
Cited by: 2
Author(s): Ethan D. Evans, Dai Cl, Siavash Isazadeh, Shinkyu Park, Carlo Ratti, Eric J. Alm
Software Mentions: 4
Published: over 4 years ago

10.2196/17364

Predicting Breast Cancer in Chinese Women Using Machine Learning Techniques: Algorithm Development
Cited by: 25
Author(s): Can Hou, Xiaorong Zhong, Ping He, Bin Xu, Sha Diao, Yi Fang, Hong Zheng, Jiayuan Li
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pcbi.1009014

Galaxy-ML: An accessible, reproducible, and scalable machine learning toolkit for biomedicine
Cited by: 8
Author(s): Qiang Gu, Anup Kumar, Simon Bray, Allison Creason, Alireza Khanteymoori, Vahid Jalili, Björn Grüning, Jeremy Goecks
Software Mentions: 4
Published: over 3 years ago

10.1186/s12864-020-6722-x

MethGET: web-based bioinformatics software for correlating genome-wide DNA methylation and gene expression
Cited by: 15
Author(s): Chin-Sheng Teng, Bing-Heng Wu, Ming‐Ren Yen, Pao‐Yang Chen
Software Mentions: 4
Published: over 4 years ago

10.3389/fbioe.2020.00959

What Has Been Trending in the Research of Polyhydroxyalkanoates? A Systematic Review
Cited by: 25
Author(s): Maciej Guzik, Tomasz Witko, Alexander Steinbüchel, Magdalena Wojnarowska, Mariusz Sołtysik, Sławomir Wawak
Software Mentions: 4
Published: about 4 years ago

10.3389/fcimb.2021.663068

Taxonomic and Functional Dysregulation in Salivary Microbiomes During Oral Carcinogenesis
Cited by: 7
Author(s): Jiung Wen Chen, Jer Horng Wu, Wei Fan Chiang, Yuh Ling Chen, Wei Wu, Li-Wha Wu
Software Mentions: 4
Published: about 3 years ago

10.2196/mhealth.7820

Well-Being Tracking via Smartphone-Measured Activity and Sleep: Cohort Study
Cited by: 38
Author(s): Orianna DeMasi, Sidney Feygin, Aluma Dembo, Adrián Aguilera, Benjamin Recht
Software Mentions: 4
Published: about 7 years ago

10.1107/S2052252520000895

The predictive power of data-processing statistics
Cited by: 6
Author(s): M. Vollmar, James M. Parkhurst, Dominic Jaques, Arnaud Baslé, Garib N. Murshudov, David Waterman, Gwyndaf Evans
Software Mentions: 4
Published: over 4 years ago

10.1107/S2052252520008830

Machine learning deciphers structural features of RNA duplexes measured with solution X-ray scattering
Cited by: 11
Author(s): Yen-Lin Chen, Lois Pollack
Software Mentions: 4
Published: over 4 years ago

10.1186/s40246-021-00357-w

Evaluation of low-pass genome sequencing in polygenic risk score calculation for Parkinson’s disease
Cited by: 2
Author(s): Sung-Jae Kim, Jong-Yeon Shin, Nak‐Jung Kwon, Chang-Uk Kim, Changhoon Kim, Chong Sik Lee, Jeong‐Sun Seo
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pcbi.1007348

Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting
Cited by: 64
Author(s): Alex X. Lu, Oren Kraus, Sam Cooper, Alan M. Moses
Software Mentions: 4
Published: about 5 years ago

10.1038/s42003-020-01233-4

A gene prioritization method based on a swine multi-omics knowledgebase and a deep learning model
Cited by: 28
Author(s): Yuhua Fu, Jingya Xu, Zhenshuang Tang, Lu Wang, Yin Ding, Yu Fan, Dongdong Zhang, Fei Deng, Yanping Zhang, Haohao Zhang, Haiyan Wang, Wenhui Xing, Lilin Yin, Shilin Zhu, Mengjin Zhu, Mei Yu, Xinyun Li, Xiaolei Liu, Xiaohui Yuan, Zhao Song
Software Mentions: 4
Published: about 4 years ago

10.1155/2021/6668985

Deep Learning Approach for Discovery of In Silico Drugs for Combating COVID-19
Cited by: 20
Author(s): Nishant Jha, Deepak Prashar, Mamoon Rashid, Mohammad Shafiq, Razaullah Khan, Catalin I. Pruncu, Shams Tabrez Siddiqui, Manindra Kumar
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pcbi.1008219

A simple, scalable approach to building a cross-platform transcriptome atlas
Cited by: 12
Author(s): Paul W. Angel, Nadia Rajab, Yidi Deng, Chris M. Pacheco, Tyrone Chen, Kim‐Anh Lê Cao, Jarny Choi, Christine A. Wells
Software Mentions: 4
Published: about 4 years ago

10.1371/journal.pcbi.1008914

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
Cited by: 29
Author(s): Laetitia Hebert, Tosif Ahamed, Á. S. Costa, Liam O’Shaughnessy, Greg J. Stephens
Software Mentions: 4
Published: over 3 years ago

10.1186/s12859-017-1586-z

MOST: most-similar ligand based approach to target prediction
Cited by: 25
Author(s): Tao Huang, Hong Mi, Chengyuan Lin, Ling Zhao, Linda L. D. Zhong, Fengbin Liu, Ge Zhang, Aiping Lu, Zhaoxiang Bian
Software Mentions: 4
Published: over 7 years ago

10.1186/s12864-015-1491-7

Leaps and lulls in the developmental transcriptome of Dictyostelium discoideum
Cited by: 53
Author(s): Rafael D. Rosengarten, Balaji Santhanam, Danny Fuller, Mariko Katoh-Kurasawa, William F. Loomis, Blaž Zupan, Gad Shaulsky
Software Mentions: 4
Published: over 9 years ago

10.1093/bib/bbz170

Deep learning-based clustering approaches for bioinformatics
Cited by: 104
Author(s): Md. Rezaul Karim, Oya Beyan, Achille Zappa, Ivan G. Costa, Dietrich Rebholz‐Schuhmann, Michael Cochez, Stefan Decker
Software Mentions: 4
Published: almost 5 years ago

10.1186/s13058-019-1159-3

On-treatment biomarkers can improve prediction of response to neoadjuvant chemotherapy in breast cancer
Cited by: 32
Author(s): Richard J. Bownes, Arran Turnbull, Carlos Martínez-Pérez, David Cameron, Andrew H. Sims, Olga Oikonomidou
Software Mentions: 4
Published: over 5 years ago

10.2196/19069

Multidimensional Machine Learning Personalized Prognostic Model in an Early Invasive Breast Cancer Population-Based Cohort in China: Algorithm Validation Study
Cited by: 8
Author(s): Xiaorong Zhong, Ting Luo, Ling Deng, Pei Liu, Kejia Hu, Donghao Lü, Dan Zheng, Chunying Luo, Yuxin Xie, Jiayuan Li, Ping He, Tianjie Pu, Feng Ye, Hong Bu, Bo Fu, Hong Zheng
Software Mentions: 4
Published: about 4 years ago

10.1128/mSystems.00211-19

Identification of Primary Antimicrobial Resistance Drivers in Agricultural Nontyphoidal Salmonella enterica Serovars by Using Machine Learning
Cited by: 16
Author(s): Finlay Maguire, Muhammad Attiq Rehman, Catherine D. Carrillo, Moussa S. Diarra, Robert G. Beiko
Software Mentions: 4
Published: about 5 years ago

10.1186/s12864-016-3320-z

Stable feature selection based on the ensemble L 1 -norm support vector machine for biomarker discovery
Cited by: 29
Author(s): Myungjin Moon, Kenta Nakai
Software Mentions: 4
Published: almost 8 years ago

10.1093/cercor/bhx138

Attention Selectively Reshapes the Geometry of Distributed Semantic Representation
Cited by: 87
Author(s): Samuel A. Nastase, Andrew C. Connolly, Nikolaas N. Oosterhof, Yaroslav O. Halchenko, J. Swaroop Guntupalli, Matteo Visconti di Oleggio Castello, Jason Gors, M. Ida Gobbini, James V. Haxby
Software Mentions: 4
Published: over 7 years ago

10.1186/s12859-018-2150-1

Identification of residue pairing in interacting β-strands from a predicted residue contact map
Cited by: 4
Author(s): Wenzhi Mao, Tong Wang, Wenxuan Zhang, H. Gong
Software Mentions: 4
Published: over 6 years ago

10.3390/cells10092300

Quasar: Easy Machine Learning for Biospectroscopy
Cited by: 39
Author(s): Marko Toplak, Stuart Read, Christophe Sandt, Ferenc Borondics
Software Mentions: 4
Published: about 3 years ago

10.1016/j.celrep.2015.12.082

Single-Cell RNA-Sequencing Reveals a Continuous Spectrum of Differentiation in Hematopoietic Cells
Cited by: 157
Author(s): Iain C. Macaulay, Valentine Svensson, Charlotte Labalette, Lauren Ferreira, Fiona Hamey, Thierry Voet, Sarah A. Teichmann, Ana Cvejic
Software Mentions: 4
Published: almost 9 years ago

10.1186/s12864-015-2270-1

Comprehensive evaluation of AmpliSeq transcriptome, a novel targeted whole transcriptome RNA sequencing methodology for global gene expression analysis
Cited by: 66
Author(s): Wenli Li, Amy Turner, Praful Aggarwal, Andrea Matter, Erin Storvick, Donna K. Arnett, Ulrich Broeckel
Software Mentions: 4
Published: almost 9 years ago

10.1016/j.cels.2019.11.006

Guiding the Refinement of Biochemical Knowledgebases with Ensembles of Metabolic Networks and Machine Learning
Cited by: 44
Author(s): Gregory L. Medlock, Jason A. Papin
Software Mentions: 4
Published: almost 5 years ago

10.1371/journal.pcbi.1006498

Full-Length Envelope Analyzer (FLEA): A tool for longitudinal analysis of viral amplicons
Cited by: 5
Author(s): Kemal Eren, Steven Weaver, Robert Ketteringham, Morné Valentyn, Melissa Smith, Venkatesh Kumar, Sanjay Mohan, Sergei L. Kosakovsky Pond, Ben Murrell
Software Mentions: 4
Published: almost 6 years ago

10.1371/journal.pcbi.1008377

Active probing to highlight approaching transitions to ictal states in coupled neural mass models
Cited by: 2
Author(s): Vinícius Rezende Carvalho, Márcio Flávio Dutra Moraes, Sydney S. Cash, Eduardo M. A. M. Mendes
Software Mentions: 4
Published: almost 4 years ago

10.1128/mSystems.00960-20

Human Gene Functional Network-Informed Prediction of HIV-1 Host Dependency Factors
Cited by: 3
Author(s): Chen Fu, Shiping Yang, Xiaodi Yang, Xianyi Lian, Yan Huang, Xiaobao Dong, Ziding Zhang
Software Mentions: 4
Published: almost 4 years ago

10.1186/s12859-019-2612-0

Barcode identification for single cell genomics
Cited by: 15
Author(s): Akshay Tambe, Lior Pachter
Software Mentions: 4
Published: almost 6 years ago

10.1186/s12872-021-02147-7

Integration of transcriptomic data identifies key hallmark genes in hypertrophic cardiomyopathy
Cited by: 2
Author(s): Jing Xu, Xiangdong Liu, Qiang Dai
Software Mentions: 4
Published: over 3 years ago

10.3390/cancers13163965

Multicenter DSC–MRI-Based Radiomics Predict IDH Mutation in Gliomas
Cited by: 21
Author(s): Georgios C. Manikis, Georgios Ioannidis, Loizos Siakallis, Katerina Nikiforaki, Cassia Michael, Diana Vozlic, Katarina Surlan-Popović, Max Wintermark, Sotirios Bisdas, Kostas Marias
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pcbi.1008390

Ten simple rules for writing a paper about scientific software
Cited by: 1
Author(s): Joseph D. Romano, Jason H. Moore
Software Mentions: 4
Published: about 4 years ago

10.1016/j.chom.2018.06.005

Mother-to-Infant Microbial Transmission from Different Body Sites Shapes the Developing Infant Gut Microbiome
Cited by: 714
Author(s): Pamela Ferretti, Edoardo Pasolli, Adrian Tett, Francesco Asnicar, Valentina Gorfer, Sabina Fedi, Federica Armanini, Duy Tin Truong, Serena Manara, Moreno Zolfo, Francesco Beghini, Roberto Bertorelli, Veronica De Sanctis, Ilaria Bariletti, Rosarita Canto, Rosanna Clementi, Marina Cologna, Tiziana Crifò, Giuseppina Cusumano, Stefania Gottardi, Claudia Innamorati, Caterina Masè, Daniela Postai, Daniela Savoi, Sabrina Duranti, Gabriele Andrea Lugli, Leonardo Mancabelli, Francesca Turroni, Chiara Ferrario, Christian Milani, Marta Mangifesta, Rosaria Anzalone, Alice Viappiani, Moran Yassour, Hera Vlamakis, Ramnik J. Xavier, María Carmen Collado, Omry Koren, Saverio Tateo, Massimo Soffiati, Anna Pedrotti, Marco Ventura, Curtis Huttenhower, Peer Bork, Nicola Segata
Software Mentions: 4
Published: over 6 years ago

10.1371/journal.pcbi.1008244

Alcoholic liver disease: A registry view on comorbidities and disease prediction
Cited by: 10
Author(s): Dhouha Grissa, Ditlev Nytoft Rasmussen, Aleksander Krag, Søren Brunak, Lars Juhl Jensen
Software Mentions: 4
Published: about 4 years ago

10.3389/fgene.2019.01182

Graph Embedding Deep Learning Guides Microbial Biomarkers' Identification
Cited by: 19
Author(s): Qiang Zhu, Xingpeng Jiang, Qing Zhu, Min Pan, Tingting He
Software Mentions: 4
Published: almost 5 years ago

10.3390/s21186020

Biometric Identification Based on Eye Movement Dynamic Features
Cited by: 3
Author(s): Katarzyna Harężlak, Michal Blasiak, Paweł Kasprowski
Software Mentions: 4
Published: about 3 years ago

10.3390/biom11040549

Conformational Plasticity-Rigidity Axis of the Coagulation Factor VII Zymogen Elucidated by Atomistic Simulations of the N-Terminally Truncated Factor VIIa Protease Domain
Cited by: 6
Author(s): Jesper J. Madsen, Ole H. Olsen
Software Mentions: 4
Published: over 3 years ago

10.3390/biom10040524

Uncovering Prognosis-Related Genes and Pathways by Multi-Omics Analysis in Lung Cancer
Cited by: 30
Author(s): Ken Asada, Kazuma Kobayashi, Samuel Joutard, Masashi Tubaki, Satoshi Takahashi, Ken Takasawa, Masaaki Komatsu, Syuzo Kaneko, Jun Sese, Ryuji Hamamoto
Software Mentions: 4
Published: over 4 years ago

10.1371/journal.pcbi.1009183

COVIDomic: A multi-modal cloud-based platform for identification of risk factors associated with COVID-19 severity
Cited by: 5
Author(s): В. А. Наумов, Evgeny Putin, Stefan Pushkov, E. Kozlova, Konstantin Romantsov, Alexander Kalashnikov, Fedor Galkin, Nina Tihonova, Anastasia Shneyderman, Egor Galkin, Arsenii Zinkevich, Stephanie M. Cope, Ramanathan Sethuraman, Tudor I. Oprea, Alexander T. Pearson, Savaş Tay, Nishant Agrawal, Alexey Dubovenko, Quentin Vanhaelen, Ivan V. Ozerov, Alex Aliper, Evgeny Izumchenko, Alex Zhavoronkov
Software Mentions: 4
Published: over 3 years ago

10.1016/j.celrep.2019.08.077

Modeling Cell-Cell Interactions from Spatial Molecular Data with Spatial Variance Component Analysis
Cited by: 129
Author(s): Damien Arnol, Denis Schapiro, Bernd Bodenmiller, Julio Sáez-Rodríguez, Oliver Stegle
Software Mentions: 4
Published: about 5 years ago

10.1093/scan/nsaa141

HyPyP: a Hyperscanning Python Pipeline for inter-brain connectivity analysis
Cited by: 38
Author(s): Anaël Ayrolles, Florence Brun, Yi‐Ping Phoebe Chen, Amir Djalovski, Yann Beauxis, Richard Delorme, Thomas Bourgeron, Suzanne Dikker, Guillaume Dumas
Software Mentions: 4
Published: about 4 years ago

10.7150/thno.55676

A panel of selected serum protein biomarkers for the detection of aggressive prostate cancer
Cited by: 12
Author(s): Jin Song, Shiyong Ma, Lori J. Sokoll, Rodrigo Vargas Eguez, Naseruddin Höti, Hui Zhang, Phaedre Mohr, Renu Dua, Dattatraya Patil, Kristen Douglas May, Sierra Williams, Rebecca S. Arnold, Martin G. Sanda, Daniel W. Chan, Zhen Zhang
Software Mentions: 4
Published: almost 4 years ago

10.1371/journal.pcbi.1008689

Data-driven method to infer the seizure propagation patterns in an epileptic brain from intracranial electroencephalography
Cited by: 27
Author(s): Viktor Sip, Meysam Hashemi, Anirudh Nihalani Vattikonda, Michael Woodman, Huifang Wang, Julia Scholly, Samuel Médina Villalon, Maxime Guye, Fabricē Bartolomei, Viktor K. Jirsa
Software Mentions: 4
Published: almost 4 years ago

10.3390/cancers13153768

Machine Learning Approaches to Classify Primary and Metastatic Cancers Using Tissue of Origin-Based DNA Methylation Profiles
Cited by: 12
Author(s): Vijayachitra Modhukur, Shakshi Sharma, Mainak Mondal, Ankita Lawarde, Keiu Kask, Rajesh Sharma, Andres Salumets
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pcbi.1006520

Molecular characterization of breast and lung tumors by integration of multiple data types with functional sparse-factor analysis
Cited by: 13
Author(s): Tycho Bismeijer, Sander Canisius, Lodewyk Wessels
Software Mentions: 4
Published: about 6 years ago

10.3390/cancers13102366

Sequence Neighborhoods Enable Reliable Prediction of Pathogenic Mutations in Cancer Genomes
Cited by: 6
Author(s): Shayantan Banerjee, Karthik Raman, Balaraman Ravindran
Software Mentions: 4
Published: over 3 years ago

10.1186/s12859-021-04278-2

Single-cell classification using graph convolutional networks
Cited by: 19
Author(s): Tianyu Wang, Junqiang Bai, Sheida Nabavi
Software Mentions: 4
Published: over 3 years ago

10.3390/s21041157

Machine Learning and Simulation-Optimization Coupling for Water Distribution Network Contamination Source Detection
Cited by: 14
Author(s): Luka Grbčić, Lado Kranjčević, Siniša Družeta
Software Mentions: 4
Published: almost 4 years ago

10.1371/journal.pbio.3001306

Dynamic landscape of protein occupancy across the Escherichia coli chromosome
Cited by: 18
Author(s): Peter L. Freddolino, Haley M. Amemiya, Thomas J. Goss, Saeed Tavazoie
Software Mentions: 4
Published: over 3 years ago

10.1186/s12938-020-00795-y

Optimal length of R–R interval segment window for Lorenz plot detection of paroxysmal atrial fibrillation by machine learning
Cited by: 6
Author(s): Masaya Kisohara, Yoshio Masuda, Emi Yuda, Naonori Ueda, Junichiro Hayano
Software Mentions: 4
Published: over 4 years ago

10.1186/s12859-021-04070-2

Large-scale labeling and assessment of sex bias in publicly available expression data
Cited by: 10
Author(s): Emily Flynn, Annie C. Y. Chang, Russ B. Altman
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0249583

Innovation indicators based on firm websites—Which website characteristics predict firm-level innovation activity?
Cited by: 8
Author(s): Janna Axenbeck, Patrick Breithaupt
Software Mentions: 4
Published: over 3 years ago

10.1038/s41598-021-94696-2

Improving prediction of COVID-19 evolution by fusing epidemiological and mobility data
Cited by: 25
Author(s): Santi García-Cremades, Juan Morales-García, Rocío Hernández-Sanjaime, Raquel Martínez‐España, Andrés Bueno-Crespo, Enrique Hernández-Orallo, José J. López-Espín, José M. Cecilia
Software Mentions: 4
Published: over 3 years ago

10.3390/s21093204

Hand Gesture Recognition Using EGaIn-Silicone Soft Sensors
Cited by: 10
Author(s): Sungtae Shin, Han Ul Yoon, Byung Hoon Yoo
Software Mentions: 4
Published: over 3 years ago

10.1186/s13062-018-0211-z

Profiling microbial strains in urban environments using metagenomic sequencing data
Cited by: 26
Author(s): Moreno Zolfo, Francesco Asnicar, Paolo Manghi, Edoardo Pasolli, Adrian Tett, Nicola Segata
Software Mentions: 4
Published: almost 7 years ago

10.1038/s41598-021-84003-4

Combined unsupervised-supervised machine learning for phenotyping complex diseases with its application to obstructive sleep apnea
Cited by: 12
Author(s): Eun Yeol, Jeong Whun Kim, Young-Min Lee, Sung Woo Cho, Heeyoung Kim, Jae Kyoung Kim
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0228422

Data-driven diagnosis of spinal abnormalities using feature selection and machine learning algorithms
Cited by: 42
Author(s): Md. Raihan-Al-Masud, M. Rubaiyat Hossain Mondal
Software Mentions: 4
Published: almost 5 years ago

10.1186/s12859-021-04164-x

Comprehensive machine-learning-based analysis of microRNA–target interactions reveals variable transferability of interaction rules across species
Cited by: 5
Author(s): Gilad Ben Or, Isana Veksler-Lublinsky
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0243915

On transformative adaptive activation functions in neural networks for gene expression inference
Cited by: 5
Author(s): Vladimír Kunc, Jǐŕı Kléma
Software Mentions: 4
Published: almost 4 years ago

10.1038/s41598-020-77063-5

Machine learning approaches reveal genomic regions associated with sugarcane brown rust resistance
Cited by: 18
Author(s): Alexandre Hild Aono, Everardo Andrade da Costa, Hugo Vianna Silva Rody, James Shiniti Nagai, Ricardo José Gonzaga Pimenta, Melina Cristina Mancini, Fernanda Raquel Camilo dos Santos, Luciana Rossini Pinto, Marcos Guimarães de Andrade Landell, Anete Pereira de Souza, Reginaldo Massanobu Kuroshu
Software Mentions: 4
Published: about 4 years ago

10.1038/s41598-021-83922-6

Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
Cited by: 47
Author(s): Anna Paola Carrieri, Niina Haiminen, Sean Maudsley-Barton, Laura‐Jayne Gardiner, Barry Murphy, Andrew E. Mayes, Sarah Paterson, Sally Grimshaw, Martyn Winn, Cameron Shand, Panagiotis E. Hadjidoukas, Will Rowe, Stacy S. Hawkins, Ashley MacGuire-Flanagan, Jane Tazzioli, John Kenny, Laxmi Parida, Michael Hoptroff, Edward O. Pyzer‐Knapp
Software Mentions: 4
Published: over 3 years ago

10.1371/journal.pone.0184661

MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites
Cited by: 508
Author(s): Oscar Estéban, Daniel Birman, Marie Schaer, Oluwasanmi Koyejo, Russell A. Poldrack, Krzysztof J. Gorgolewski
Software Mentions: 4
Published: about 7 years ago

10.1038/s41598-020-74500-3

SHIFT: speedy histological-to-immunofluorescent translation of a tumor signature enabled by deep learning
Cited by: 25
Author(s): Erik Burlingame, Mary McDonnell, Geoffrey F. Schau, Guillaume Thibault, Christian Lanciault, Terry K. Morgan, Brett Johnson, Christopher L. Corless, Joe W. Gray, Young Hwan Chang
Software Mentions: 4
Published: about 4 years ago

10.3390/s21124172

Uplink vs. Downlink: Machine Learning-Based Quality Prediction for HTTP Adaptive Video Streaming
Cited by: 7
Author(s): Frank Loh, Fabian Poignée, Florian Wamser, Ferdinand Leidinger, Tobias Hoßfeld
Software Mentions: 4
Published: over 3 years ago

10.1016/j.mex.2020.101208

Optimization methods for the imputation of missing values in Educational Institutions Data
Cited by: 0
Author(s): Davide Aureli, Renato Bruni, Cinzia Daraio
Software Mentions: 4
Published: almost 4 years ago

10.1038/s41598-019-55978-y

Rumen Bacteria and Serum Metabolites Predictive of Feed Efficiency Phenotypes in Beef Cattle
Cited by: 30
Author(s): Brooke A. Clemmons, Cameron Martino, Joshua B. Powers, Shawn R. Campagna, Brynn H. Voy, Dallas R. Donohoe, James Gaffney, Mallory Embree, Phillip R. Myer
Software Mentions: 4
Published: almost 5 years ago

10.1186/s12859-021-04327-w

DTI-HeNE: a novel method for drug-target interaction prediction based on heterogeneous network embedding
Cited by: 14
Author(s): Yue Yang, Shan He
Software Mentions: 4
Published: about 3 years ago

10.1093/bioinformatics/btw390

CellProfiler Analyst: interactive data exploration, analysis and classification of large biological image sets
Cited by: 106
Author(s): David Dao, Adam Fraser, Jia‐Jang Hung, Vebjorn Ljosa, Shantanu Singh, Anne E. Carpenter
Software Mentions: 4
Published: over 8 years ago

10.1007/s10278-017-9965-6

Toolkits and Libraries for Deep Learning
Cited by: 110
Author(s): Bradley J. Erickson, Panagiotis Korfiatis, Zeynettin Akkus, Timothy L. Kline, Kenneth A. Philbrick
Software Mentions: 4
Published: over 7 years ago

10.1186/s12859-015-0570-8

Domain similarity based orthology detection
Cited by: 12
Author(s): Tristan Bitard‐Feildel, Carsten Kemena, Jenny M. Greenwood, Erich Bornberg‐Bauer
Software Mentions: 4
Published: over 9 years ago

10.1093/bioinformatics/btaa672

A statistical approach for tracking clonal dynamics in cancer using longitudinal next-generation sequencing data
Cited by: 6
Author(s): Dimitrios V Vavoulis, Anthony Cutts, Jenny C. Taylor, Anna Schuh
Software Mentions: 4
Published: over 4 years ago

10.1186/s40168-018-0470-z

Optimizing taxonomic classification of marker-gene amplicon sequences with QIIME 2’s q2-feature-classifier plugin
Cited by: 2,605
Author(s): Nicholas A. Bokulich, Benjamin Kaehler, Jai Ram Rideout, Matthew R. Dillon, Evan Bolyen, Rob Knight, Gavin A. Huttley, J. Gregory Caporaso
Software Mentions: 4
Published: over 6 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431