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

10.1186/s12916-021-01953-2

Deep learning-based six-type classifier for lung cancer and mimics from histopathological whole slide images: a retrospective study
Cited by: 50
Author(s): Huan Yang, Lili Chen, Zhiqiang Cheng, Mo Yang, Jianbo Wang, Cheng-Hao Lin, Yuefeng Wang, Leilei Huang, Yangshan Chen, Sui Peng, Zunfu Ke, Weizhong Li
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pcbi.1009021

MiMeNet: Exploring microbiome-metabolome relationships using neural networks
Cited by: 33
Author(s): Derek Reiman, Brian T. Layden, Yang Dai
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pone.0181173

Predicting all-cause risk of 30-day hospital readmission using artificial neural networks
Cited by: 104
Author(s): Mehdi Jamei, Aleksandr Nisnevich, Everett Wetchler, Sylvia Sudat, Eric Liu
Software Mentions: 5
Published: over 7 years ago

10.1371/journal.pone.0237747

Weighted-persistent-homology-based machine learning for RNA flexibility analysis
Cited by: 4
Author(s): Chi Seng Pun, Brandon Yung Sin Yong, Kelin Xia
Software Mentions: 5
Published: over 4 years ago

10.1186/s13059-021-02294-2

seqQscorer: automated quality control of next-generation sequencing data using machine learning
Cited by: 9
Author(s): Steffen Albrecht, Maximilian Sprang, Miguel A. Andrade‐Navarro, Jean-Fred Fontaine
Software Mentions: 5
Published: over 3 years ago

10.1186/s12864-020-6661-6

Analysis of heterogeneous genomic samples using image normalization and machine learning
Cited by: 3
Author(s): Sunitha Basodi, Pelin Icer Baykal, Alexander Zelikovsky, Pavel Skums, Yi Pan
Software Mentions: 5
Published: almost 4 years ago

10.1186/s13059-021-02313-2

Schema: metric learning enables interpretable synthesis of heterogeneous single-cell modalities
Cited by: 19
Author(s): Rohit Singh, Brian Hie, Ashwin Narayan, Bonnie Berger
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pone.0204920

Predicting acute kidney injury at hospital re-entry using high-dimensional electronic health record data
Cited by: 8
Author(s): Samuel J. Weisenthal, Caroline M. Quill, Samir A. Farooq, Henry Kautz, Martin S. Zand
Software Mentions: 5
Published: about 6 years ago

10.1098/rstb.2020.0241

Phylogenetic signal in the vocalizations of vocal learning and vocal non-learning birds
Cited by: 10
Author(s): József Arató, W. Tecumseh Fitch
Software Mentions: 5
Published: about 3 years ago

10.1186/s13059-020-01977-6

Avocado: a multi-scale deep tensor factorization method learns a latent representation of the human epigenome
Cited by: 67
Author(s): Jacob Schreiber, Timothy Durham, Jeffrey A. Bilmes, William Stafford Noble
Software Mentions: 5
Published: over 4 years ago

10.7717/peerj.9235

Bacterial communities associated with cell phones and shoes
Cited by: 5
Author(s): David A. Coil, Russell Y. Neches, Jenna M. Lang, Guillaume Jospin, Wendy E. Brown, Darlene Cavalier, Jarrad Hampton-Marcell, Jack A. Gilbert, Jonathan A. Eisen
Software Mentions: 5
Published: over 4 years ago

10.1371/journal.pone.0215137

Quanfima: An open source Python package for automated fiber analysis of biomaterials
Cited by: 14
Author(s): Roman Shkarin, Andrei Shkarin, Svetlana Shkarina, A. Cecilia, Roman A. Surmenev, Venera Weinhardt, Tilo Baumbach, Ralf Mikut
Software Mentions: 5
Published: over 5 years ago

10.1186/s13059-021-02452-6

Sfaira accelerates data and model reuse in single cell genomics
Cited by: 16
Author(s): David Fischer, Leander Dony, Martin König, Abdul Moeed, Luke Zappia, Lukas Heumos, Sophie Tritschler, Olle Holmberg, Hananeh Aliee, Fabian J. Theis
Software Mentions: 5
Published: about 3 years ago

10.7717/peerj-cs.533

AndroAnalyzer: android malicious software detection based on deep learning
Cited by: 13
Author(s): Recep Sinan Arslan
Software Mentions: 5
Published: over 3 years ago

10.1186/s13059-019-1858-1

Evaluating nanopore sequencing data processing pipelines for structural variation identification
Cited by: 30
Author(s): Anbo Zhou, Timothy Lin, Jinchuan Xing
Software Mentions: 5
Published: about 5 years ago

10.1186/s13059-021-02296-0

2passtools: two-pass alignment using machine-learning-filtered splice junctions increases the accuracy of intron detection in long-read RNA sequencing
Cited by: 12
Author(s): Matthew T Parker, Katarzyna Knop, Geoffrey J. Barton, Gordon G. Simpson
Software Mentions: 5
Published: over 3 years ago

10.1186/1471-2164-15-76

Combinatorial epigenetic patterns as quantitative predictors of chromatin biology
Cited by: 16
Author(s): Marcin Cieślik, Stefan Bekiranov
Software Mentions: 5
Published: almost 11 years ago

10.1371/journal.pone.0236827

Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing
Cited by: 12
Author(s): Mohit Pandey, Zhuoran Xu, Evan Sholle, Gabriel Maliakal, Gurpreet Singh, Zahra Fatima, Daria Larine, Benjamin C. Lee, Jing Wang, Alexander R. van Rosendael, Leslee J. Shaw, James K. Min, Subhi J. Al’Aref
Software Mentions: 5
Published: over 4 years ago

10.7717/peerj.8871

Data-driven classification of the certainty of scholarly assertions
Cited by: 4
Author(s): Mario Prieto, Helena F. Deus, Anita de Waard, Erik Schultes, Beatriz García-Jiménez, Mark D. Wilkinson
Software Mentions: 5
Published: over 4 years ago

10.7717/peerj.6559

Estimating probabilistic context-free grammars for proteins using contact map constraints
Cited by: 7
Author(s): Witold Dyrka, Mateusz Pyzik, F Coste, Hugo Talibart
Software Mentions: 5
Published: over 5 years ago

10.7717/peerj.9654

Identification of DNA methylation patterns and biomarkers for clear-cell renal cell carcinoma by multi-omics data analysis
Cited by: 5
Author(s): Pengfei Liu, Weidong Tian
Software Mentions: 5
Published: over 4 years ago

10.1186/s13059-017-1196-0

The within-host population dynamics of Mycobacterium tuberculosis vary with treatment efficacy
Cited by: 88
Author(s): Andrej Trauner, Qingyun Liu, Laura E. Via, Xin Liu, Xianglin Ruan, Lili Liang, Huimin Shi, Ying Chen, Ziling Wang, Ruixia Liang, Wei Zhang, Wei Wang, Jingcai Gao, Gang Sun, Daniela Brites, Kathleen England, Guolong Zhang, Sébastien Gagneux, Clifton E. Barry, Qian Gao
Software Mentions: 5
Published: over 7 years ago

10.1371/journal.pone.0235758

Development and validation of risk prediction models for multiple cardiovascular diseases and Type 2 diabetes
Cited by: 16
Author(s): Mehrdad Rezaee, Igor Putrenko, Arsia Takeh, Andrea Ganna, Erik Ingelsson
Software Mentions: 5
Published: over 4 years ago

10.1371/journal.pone.0201263

The mRNA cap methyltransferase gene TbCMT1 is not essential in vitro but is a virulence factor in vivo for bloodstream form Trypanosoma brucei
Cited by: 2
Author(s): Anna Kelner, Michele Tinti, Maria Lucia S. Güther, Bernardo J. Foth, Lia Chappell, Matthew Berriman, Victoria H. Cowling, Michael A. J. Ferguson
Software Mentions: 5
Published: over 6 years ago

10.3389/fpsyt.2016.00130

Development and Clinical Evaluation of an mHealth Application for Stress Management
Cited by: 26
Author(s): Brent Winslow, George L. Chadderdon, Sara Dechmerowski, David Jones, Solomon Kalkstein, Jennifer L. Greene, Philip Gehrman
Software Mentions: 5
Published: over 8 years ago

10.3390/metabo11080488

Investigating Global Lipidome Alterations with the Lipid Network Explorer
Cited by: 17
Author(s): Nikolai Köhler, Tim Rose, Lisa Falk, Josch Pauling
Software Mentions: 5
Published: over 3 years ago

10.1186/s12885-021-08645-3

Gene-associated methylation status of ST14 as a predictor of survival and hormone receptor positivity in breast Cancer
Cited by: 3
Author(s): Yang-Hong Dai, Ying-Fu Wang, Po-Chien Shen, Cheng‐Hsiang Lo, Juxiang Yang, Chun‐Shu Lin, Hsing‐Lung Chao, Weimin Huang
Software Mentions: 5
Published: over 3 years ago

10.1093/gigascience/gix111

ProphTools: general prioritization tools for heterogeneous biological networks
Cited by: 10
Author(s): Carmen Navarro, Víctor R. Martínez, Armando Blanco, Carlos Cano
Software Mentions: 5
Published: almost 7 years ago

10.3389/frma.2021.644614

PubMed-Scale Chemical Concept Embeddings Reconstruct Physical Protein Interaction Networks
Cited by: 0
Author(s): Blaž Škrlj, Enja Kokalj, Nada Lavrač
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pone.0144820

CloudForest: A Scalable and Efficient Random Forest Implementation for Biological Data
Cited by: 2
Author(s): Ryan Bressler, Richard Kreisberg, Brady Bernard, John E. Niederhuber, Joseph G. Vockley, Ilya Shmulevich, Theo Knijnenburg
Software Mentions: 5
Published: almost 9 years ago

10.3389/fnut.2020.577923

A Machine Learning Based Dose Prediction of Lutein Supplements for Individuals With Eye Fatigue
Cited by: 4
Author(s): Juntao Kan, Ao Li, Hong Zou, Liang Chen, Jun Du
Software Mentions: 5
Published: about 4 years ago

10.3390/nu13093289

Analyzing Type 2 Diabetes Associations with the Gut Microbiome in Individuals from Two Ethnic Backgrounds Living in the Same Geographic Area
Cited by: 13
Author(s): Manon Balvers, Mélanie Deschasaux, Bert‐Jan H. van den Born, Koos Zwinderman, Max Nieuwdorp, Evgeni Levin
Software Mentions: 5
Published: about 3 years ago

10.1371/journal.pone.0246396

High SARS-CoV-2 load in the nasopharynx of patients with a mild form of COVID-19 is associated with clinical deterioration regardless of the hydroxychloroquine administration
Cited by: 4
Author(s): Alexey A. Komissarov, Ivan Molodtsov, O. Ivanova, Elena Maryukhnich, Svetlana S. Kudryavtseva, А. И. Мазус, E. L. Nikonov, Elena Vasilieva
Software Mentions: 5
Published: almost 4 years ago

10.1186/s12859-020-3425-x

OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images
Cited by: 26
Author(s): Katja Ovchinnikova, Vitaly Kovalev, Lachlan Stuart, Theodore Alexandrov
Software Mentions: 5
Published: over 4 years ago

10.7554/eLife.69068

Reconciling functional differences in populations of neurons recorded with two-photon imaging and electrophysiology
Cited by: 26
Author(s): Joshua H. Siegle, Peter Ledochowitsch, Xiaoxuan Jia, Daniel Millman, Gabriel Koch Ocker, Shiella Caldejon, Linzy Casal, Andy Cho, Daniel J. Denman, Séverine Durand, Peter A. Groblewski, Gregg Heller, India Kato, Sara Kivikas, Jérôme Lecoq, Chelsea Nayan, Kiet Ngo, Philip R. Nicovich, Kat North, Tamina K Ramirez, Jackie Swapp, Xana Waughman, Ali Williford, Shawn R. Olsen, Christof Koch, Michael A. Buice, Saskia E. J. de Vries
Software Mentions: 5
Published: over 3 years ago

10.3389/fonc.2021.604584

Analysis of Gut Microbiome Using Explainable Machine Learning Predicts Risk of Diarrhea Associated With Tyrosine Kinase Inhibitor Neratinib: A Pilot Study
Cited by: 13
Author(s): Chi Wah Wong, Susan E. Yost, Jin Sung Lee, John D. Gillece, Megan Folkerts, Lauren Reining, Sarah K. Highlander, Zahra Eftekhari, Joanne Mortimer, Yuan Yuan
Software Mentions: 5
Published: over 3 years ago

10.3389/fninf.2018.00089

BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python
Cited by: 159
Author(s): Hananel Hazan, Daniel J. Saunders, Hassaan F. Khan, Devdhar Patel, Darpan T. Sanghavi, Hava T. Siegelmann, Róbert Kozma
Software Mentions: 5
Published: almost 6 years ago

10.3390/ijerph18189912

Assessing Patient-Perceived Hospital Service Quality and Sentiment in Malaysian Public Hospitals Using Machine Learning and Facebook Reviews
Cited by: 12
Author(s): Afiq Izzudin A. Rahim, Mohd Ismail Ibrahim, Kamarul Imran Musa, Sook-Ling Chua, Najib Majdi Yaacob
Software Mentions: 5
Published: about 3 years ago

10.3389/fninf.2017.00025

Pypes: Workflows for Processing Multimodal Neuroimaging Data
Cited by: 10
Author(s): Alexandre Savio, Michael Schütte, Manuel Graña, Igor Yakushev
Software Mentions: 5
Published: over 7 years ago

10.2196/24073

A Natural Language Processing–Based Virtual Patient Simulator and Intelligent Tutoring System for the Clinical Diagnostic Process: Simulator Development and Case Study
Cited by: 14
Author(s): Raffaello Furlan, Mauro Gatti, Roberto Menè, Dana Shiffer, Chiara Marchiori, Alessandro Giaj Levra, Vincenzo Saturnino, Enrico Brunetta, Franca Dipaola
Software Mentions: 5
Published: over 3 years ago

10.3389/fonc.2020.531476

Application of MRI Radiomics-Based Machine Learning Model to Improve Contralateral BI-RADS 4 Lesion Assessment
Cited by: 11
Author(s): Hao Wen, Jing Gong, Shengping Wang, Hui Zhu, Bin Zhao, Weijun Peng
Software Mentions: 5
Published: about 4 years ago

10.1371/journal.pntd.0004549

Transforming Clinical Data into Actionable Prognosis Models: Machine-Learning Framework and Field-Deployable App to Predict Outcome of Ebola Patients
Cited by: 52
Author(s): Andrés Colubri, Thomas Silver, Terrence Fradet, Kalliroi Retzepi, Benjamin N. Fry, Pardis C. Sabeti
Software Mentions: 5
Published: over 8 years ago

10.3389/fninf.2019.00053

A Comparison of Shallow and Deep Learning Methods for Predicting Cognitive Performance of Stroke Patients From MRI Lesion Images
Cited by: 52
Author(s): Sucheta Chauhan, Lovekesh Vig, Michele De Filippo De Grazia, Maurizio Corbetta, Shandar Ahmad, Marco Zorzi
Software Mentions: 5
Published: over 5 years ago

10.3389/fimmu.2018.02059

A Distinct Esophageal mRNA Pattern Identifies Eosinophilic Esophagitis Patients With Food Impactions
Cited by: 8
Author(s): Benjamin F. Sallis, Utkucan Acar, Kelsey Hawthorne, Stephen Babcock, Cynthia Kanagaratham, Jeffrey D. Goldsmith, Rachel Rosen, Jon A. Vanderhoof, Samuel Nurko, Edda Fiebiger
Software Mentions: 5
Published: about 6 years ago

10.1128/mSystems.00913-20

Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
Cited by: 23
Author(s): Nicole Pearcy, Yue Hu, Michelle Baker, Alexandre Maciel-Guerra, Ning Xue, Wei Wang, Jasmeet Kaler, Zong–Gen Peng, Fengqin Li, Tania Dottorini
Software Mentions: 5
Published: about 3 years ago

10.1093/bioinformatics/btv593

Automatic generation of bioinformatics tools for predicting protein–ligand binding sites
Cited by: 12
Author(s): Yusuke Komiyama, Masaki Banno, Kokoro Ueki, Gul Saad, Kentaro Shimizu
Software Mentions: 5
Published: about 9 years ago

10.1128/mSystems.00123-17

Machine Learning Leveraging Genomes from Metagenomes Identifies Influential Antibiotic Resistance Genes in the Infant Gut Microbiome
Cited by: 62
Author(s): Sumayah F. Rahman, Matthew R. Olm, Michael J. Morowitz, Jillian F. Banfield
Software Mentions: 5
Published: over 6 years ago

10.1128/mSystems.00093-19

Randomized Lasso Links Microbial Taxa with Aquatic Functional Groups Inferred from Flow Cytometry
Cited by: 14
Author(s): Peter Rubbens, Marian L. Schmidt, Ruben Props, Bopaiah A. Biddanda, Nico Boon, Willem Waegeman, Vincent J. Denef
Software Mentions: 5
Published: about 5 years ago

10.1101/2020.12.21.423860

Analyzing the vast coronavirus literature with CoronaCentral
Cited by: 3
Author(s): Jake Lever, Russ B. Altman
Software Mentions: 5
Published: almost 4 years ago

10.1186/s40064-015-1356-1

Accurate mobile malware detection and classification in the cloud
Cited by: 26
Author(s): Xiaolei Wang, Yuexiang Yang, Yingzhi Zeng
Software Mentions: 5
Published: about 9 years ago

10.1371/journal.pcbi.1009316

A probabilistic model for the ultradian timing of REM sleep in mice
Cited by: 6
Author(s): Sung-Ho Park, Justin Baik, June Seok Hong, Hanna Antila, Benjamin Kurland, Shinjae Chung, Franz Weber
Software Mentions: 5
Published: about 3 years ago

10.3389/fimmu.2019.01716

Enhanced Immunomodulation in Inflammatory Environments Favors Human Cardiac Mesenchymal Stromal-Like Cells for Allogeneic Cell Therapies
Cited by: 3
Author(s): Falk Diedrichs, Meaghan Stolk, Karsten Jürchott, Marion Haag, Michael Sittinger, Martina Seifert
Software Mentions: 5
Published: over 5 years ago

10.3390/toxins13090669

Force Mapping Study of Actinoporin Effect in Membranes Presenting Phase Domains
Cited by: 4
Author(s): Katia Cosentino, Edward Hermann, Nicolai von Kügelgen, Joseph D. Unsay, Uris Ros, Ana J. García‐Sáez
Software Mentions: 5
Published: about 3 years ago

10.1186/s40168-021-01056-3

Anna Karenina and the subgingival microbiome associated with periodontitis
Cited by: 15
Author(s): Khaled Altabtbaei, Pooja Maney, Sukirth M. Ganesan, Shareef M Dabdoub, Haikady N. Nagaraja, Purnima Kumar
Software Mentions: 5
Published: over 3 years ago

10.1186/s12918-018-0547-0

BTNET : boosted tree based gene regulatory network inference algorithm using time-course measurement data
Cited by: 30
Author(s): Sungjoon Park, Jung Min Kim, Weon Ho Shin, Sung Won Han, Minji Jeon, Hyun Jin Jang, Ik Soon Jang, Jaewoo Kang
Software Mentions: 5
Published: over 6 years ago

10.1038/s41598-021-87064-7

Predicting the clinical management of skin lesions using deep learning
Cited by: 16
Author(s): Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
Software Mentions: 5
Published: over 3 years ago

10.1038/s41598-020-74748-9

Dynamic changes in the brain protein interaction network correlates with progression of Aβ42 pathology in Drosophila
Cited by: 6
Author(s): Harry M. Scholes, Adam Cryar, Fiona Kerr, David Sutherland, Lee A. Gethings, Johannes P.C. Vissers, Jonathan G. Lees, Christine A. Orengo, Linda Partridge, Konstantinos Thalassinos
Software Mentions: 5
Published: about 4 years ago

10.1099/mgen.0.000500

Identifying novel β-lactamase substrate activity through in silico prediction of antimicrobial resistance
Cited by: 7
Author(s): Kara K. Tsang, Finlay Maguire, Haley L. Zubyk, Sommer Chou, Arman Edalatmand, Gerard D. Wright, Robert G. Beiko, Andrew G. McArthur
Software Mentions: 5
Published: almost 4 years ago

10.1371/journal.pcbi.1005541

High-order epistasis shapes evolutionary trajectories
Cited by: 88
Author(s): Zachary Sailer, Michael J. Harms
Software Mentions: 5
Published: over 7 years ago

10.3389/fgene.2019.01387

Analysis of Single-Cell Gene Pair Coexpression Landscapes by Stochastic Kinetic Modeling Reveals Gene-Pair Interactions in Development
Cited by: 7
Author(s): Cameron P. Gallivan, Honglei Ren, Elizabeth L. Read
Software Mentions: 5
Published: almost 5 years ago

10.3390/s20236712

PADL: A Modeling and Deployment Language for Advanced Analytical Services
Cited by: 6
Author(s): Josu Díaz-de-Arcaya, Raúl Miñón, Ana I. Torre-Bastida, Javier Del Ser, Aitor Almeida
Software Mentions: 5
Published: almost 4 years ago

10.1186/s40360-018-0282-6

eToxPred: a machine learning-based approach to estimate the toxicity of drug candidates
Cited by: 77
Author(s): Limeng Pu, Misagh Naderi, Tairan Liu, Hsiao-Chun Wu, Supratik Mukhopadhyay, Michał Bryliński
Software Mentions: 4
Published: almost 6 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

10.3389/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

10.1038/s41598-020-64270-3

PATH - Prediction of Amyloidogenicity by Threading and Machine Learning
Cited by: 17
Author(s): Jakub W Wojciechowski, Małgorzata Kotulska
Software Mentions: 4
Published: over 4 years ago

10.1186/s12866-018-1341-2

The murine vaginal microbiota and its perturbation by the human pathogen group B Streptococcus
Cited by: 46
Author(s): Alison Vrbanac, Angelica M. Riestra, Alison Coady, Rob Knight, Victor Nizet, Kathryn A. Patras
Software Mentions: 4
Published: almost 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

10.1186/s12874-020-01046-3

Don’t dismiss logistic regression: the case for sensible extraction of interactions in the era of machine learning
Cited by: 33
Author(s): Joshua Levy, A. James O’Malley
Software Mentions: 4
Published: over 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

10.1038/s41598-020-64870-z

Correlation-centred variable selection of a gene expression signature to predict breast cancer metastasis
Cited by: 5
Author(s): Shiori Hikichi, Masahiro Sugimoto, Masaru Tomita
Software Mentions: 4
Published: over 4 years ago

10.1186/s12859-020-3427-8

Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data
Cited by: 33
Author(s): Aaron Smith, Jonathan R. Walsh, John M. Long, Craig B. Davis, Peter V. Henstock, Martin R. Hodge, Mateusz Maciejewski, Xinmeng Jasmine Mu, Stephen Ra, Shanrong Zhao, Daniel Ziemek, Charles K. Fisher
Software Mentions: 4
Published: over 4 years ago

10.1186/s12911-020-01331-7

An interpretable risk prediction model for healthcare with pattern attention
Cited by: 6
Author(s): Sundreen Asad Kamal, Changchang Yin, Buyue Qian, Ping Zhang
Software Mentions: 4
Published: almost 4 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

10.1186/s12859-019-3076-y

DeepEP: a deep learning framework for identifying essential proteins
Cited by: 36
Author(s): Min Zeng, Min Li, Fang‐Xiang Wu, Yaohang Li, Yi Pan
Software Mentions: 4
Published: almost 5 years ago

10.1038/s41598-019-39142-0

Unlocking HDR-mediated nucleotide editing by identifying high-efficiency target sites using machine learning
Cited by: 30
Author(s): Aidan O’Brien, Laurence O.W. Wilson, Gaétan Burgio, Denis C. Bauer
Software Mentions: 4
Published: over 5 years ago

10.1038/s41598-019-53471-0

Feature selection with the Fisher score followed by the Maximal Clique Centrality algorithm can accurately identify the hub genes of hepatocellular carcinoma
Cited by: 31
Author(s): Chengzhang Li, Jiucheng Xu
Software Mentions: 4
Published: about 5 years ago

10.1186/s12859-021-04147-y

Systematic interrogation of mutation groupings reveals divergent downstream expression programs within key cancer genes
Cited by: 1
Author(s): Michal R. Grzadkowski, Hannah D. Holly, Julia Somers, Emek Demir
Software Mentions: 4
Published: over 3 years ago

10.1186/s12911-018-0679-6

A decision support system to follow up and diagnose primary headache patients using semantically enriched data
Cited by: 20
Author(s): Gilles Vandewiele, Femke De Backere, Kiani Lannoye, Maarten Vanden Berghe, Olivier Janssens, Sofie Van Hoecke, Vincent Keereman, Koen Paemeleire, Femke Ongenae, Filip De Turck
Software Mentions: 4
Published: about 6 years ago

10.1186/s12911-016-0306-3

Temporal bone radiology report classification using open source machine learning and natural langue processing libraries
Cited by: 15
Author(s): Aaron J. Masino, Robert W. Grundmeier, Jeffrey W. Pennington, John A. Germiller, E. Bryan Crenshaw
Software Mentions: 4
Published: over 8 years ago

10.1186/s12911-019-0805-0

Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records
Cited by: 54
Author(s): Maria Pikoula, Jennifer K Quint, Francis Nissen, Harry Hemingway, Liam Smeeth, Spiros Denaxas
Software Mentions: 4
Published: over 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

10.3389/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

10.1371/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

10.1186/s12859-020-03682-4

NEDD: a network embedding based method for predicting drug-disease associations
Cited by: 22
Author(s): Renyi Zhou, Zhangli Lu, Huimin Luo, Xu Ju, Min Zeng, Min Li
Software Mentions: 4
Published: about 4 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

10.1038/s41598-018-34162-8

Remotely-sensed productivity clusters capture global biodiversity patterns
Cited by: 16
Author(s): Nicholas C. Coops, Sean P. Kearney, Douglas K. Bolton, Volker C. Radeloff
Software Mentions: 4
Published: about 6 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

10.1016/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

10.1186/s12859-018-2029-1

Deep learning of mutation-gene-drug relations from the literature
Cited by: 36
Author(s): Kyubum Lee, Byounggun Kim, Yong-Hwa Choi, Sunkyu Kim, Weon Ho Shin, Sunwon Lee, Sungjoon Park, Seongsoon Kim, Aik Choon Tan, Jaewoo Kang
Software Mentions: 4
Published: almost 7 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

10.1016/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

10.1038/s41598-018-24271-9

Recurrent Neural Networks for Multivariate Time Series with Missing Values
Cited by: 1,110
Author(s): Zhengping Che, Sanjay Purushotham, Kyunghyun Cho, David Sontag, Yanping Liu
Software Mentions: 4
Published: over 6 years ago

10.1038/s41598-017-12730-8

Doping colloidal bcc crystals — interstitial solids and meta-stable clusters
Cited by: 8
Author(s): Ruben Higler, Joris Sprakel
Software Mentions: 4
Published: about 7 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

10.3390/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

10.1371/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

10.1038/s41598-018-24318-x

EEG Analytics for Early Detection of Autism Spectrum Disorder: A data-driven approach
Cited by: 206
Author(s): William J. Bosl, Helen Tager‐Flusberg, Charles A. Nelson
Software Mentions: 4
Published: over 6 years ago

10.1126/sciimmunol.abe1670

MAIT cell activation and dynamics associated with COVID-19 disease severity
Cited by: 138
Author(s): Tiphaine Parrot, Jean‐Baptiste Gorin, Andrea Ponzetta, Kimia T. Maleki, Tobias Kammann, Johanna Emgård, André Perez‐Potti, Takuya Sekine, Olga Rivera‐Ballesteros, Sara Gredmark‐Russ, Olav Rooyackers, Elin Folkesson, Lars Eriksson, Anna Norrby‐Teglund, Hans‐Gustaf Ljunggren, Niklas K. Björkström, Soo Aleman, Marcus Buggert, Jonas Klingström, Kristoffer Strålin, Johan K. Sandberg
Software Mentions: 4
Published: about 4 years ago

10.1038/srep13373

Smoking Gun or Circumstantial Evidence? Comparison of Statistical Learning Methods using Functional Annotations for Prioritizing Risk Variants
Cited by: 8
Author(s): Sarah A. Gagliano, Reena Ravji, Michael R. Barnes, Michael E. Weale, Jo Knight
Software Mentions: 4
Published: about 9 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

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431