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

10.3390/jfmk6030060

Accuracy of Measuring Knee Flexion after TKA through Wearable IMU Sensors
Cited by: 4
Author(s): Ricardo Antunes, Paul Jacob, Andrew J. Meyer, Michael A. Conditt, Martin W. Roche, Matthias Verstraete
Software Mentions: 3
Published: over 3 years ago

10.2196/20324

Institution-Specific Machine Learning Models for Prehospital Assessment to Predict Hospital Admission: Prediction Model Development Study
Cited by: 10
Author(s): Toru Shirakawa, Tomohiro Sonoo, Kentaro Ogura, Ryo Fujimori, Kozo Hara, Tadahiro Goto, Hideki Hashimoto, Yūji Takahashi, Hiromu Naraba, Kensuke Nakamura
Software Mentions: 3
Published: about 4 years ago

10.1186/s12885-021-08276-8

Differential gene expression identifies a transcriptional regulatory network involving ER-alpha and PITX1 in invasive epithelial ovarian cancer
Cited by: 6
Author(s): Yichao Li, Sushila Jaiswal, Rupleen Kaur, Dana Alsaadi, Xiaoyu Liang, Frank A. Drews, Julie A. DeLoia, Thomas C. Krivak, Hanna M. Petrykowska, Valer Gotea, Lonnie R. Welch, Laura Elnitski
Software Mentions: 3
Published: over 3 years ago

10.3389/fmicb.2020.564579

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

10.1371/journal.pntd.0008275

Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
Cited by: 32
Author(s): Alexandra Grote, Yichao Li, Canhui Liu, Denis Voronin, Adam Geber, Sara Lustigman, Thomas R. Unnasch, Elodie Ghedin
Software Mentions: 3
Published: over 4 years ago

10.3390/biom11030471

Deep Learning for Novel Antimicrobial Peptide Design
Cited by: 33
Author(s): Christina Wang, Sam Garlick, Mire Zloh
Software Mentions: 3
Published: over 3 years ago

10.3389/fimmu.2021.715072

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

10.3389/fnhum.2021.621493

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

10.3390/ijerph17051510

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

10.1371/journal.pgen.1005658

Variation in Rural African Gut Microbiota Is Strongly Correlated with Colonization by Entamoeba and Subsistence
Cited by: 163
Author(s): Elise R. Morton, Joshua Lynch, Alain Froment, Sophie Lafosse, Évelyne Heyer, Molly Przeworski, Ran Blekhman, Laure Ségurel
Software Mentions: 3
Published: almost 9 years ago

10.1371/journal.pgen.1009087

Quantitative analysis questions the role of MeCP2 as a global regulator of alternative splicing
Cited by: 9
Author(s): Kashyap Chhatbar, Justyna Cholewa-Waclaw, Ruth Shah, Adrian Bird, Guido Sanguinetti
Software Mentions: 3
Published: about 4 years ago

10.1128/mSystems.00022-16

Geography and Location Are the Primary Drivers of Office Microbiome Composition
Cited by: 104
Author(s): John Chase, Jennifer Fouquier, Mahnaz Zare, Derek L. Sonderegger, Rob Knight, Scott T. Kelley, Jeffrey A. Siegel, J. Gregory Caporaso
Software Mentions: 3
Published: over 8 years ago

10.1371/journal.pcbi.1008007

Nine quick tips for efficient bioinformatics curriculum development and training
Cited by: 3
Author(s): Susan McClatchy, Kristin M. Bass, Daniel M. Gatti, Adam Moylan, Gary A. Churchill
Software Mentions: 3
Published: over 4 years ago

10.1155/2021/6633563

Shared Molecular Mechanisms between Alzheimer’s Disease and Periodontitis Revealed by Transcriptomic Analysis
Cited by: 10
Author(s): Jieqi Jin, Mengkai Guang, Anthony Chukwunonso Ogbuehi, Simin Li, Kai Zhang, Yihong Ma, Aneesha Acharya, Bihan Guo, Zongwu Peng, Xiangqiong Liu, Yupei Deng, Ziyu Fang, Xiongjie Zhu, Shiting Hua, Cong Liu, Rainer Haak, Dirk Ziebolz, Gerhard Schmalz, Lei Liu, Baohua Xu, Xiaofeng Huang
Software Mentions: 3
Published: over 3 years ago

10.3389/fgene.2021.641100

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

10.1371/journal.pcbi.1003842

IDEPI: Rapid Prediction of HIV-1 Antibody Epitopes and Other Phenotypic Features from Sequence Data Using a Flexible Machine Learning Platform
Cited by: 25
Author(s): N. Lance Hepler, Konrad Scheffler, Steven Weaver, Ben Murrell, Douglas D. Richman, Dennis R. Burton, Pascal Poignard, Davey M. Smith, Sergei L. Kosakovsky Pond
Software Mentions: 3
Published: about 10 years ago

10.1128/mSphere.00482-19

Genomic Variation among Strains of Crithidia bombi and C. expoeki
Cited by: 7
Author(s): Evgeny S. Gerasimov, Niklaus Zemp, Regula Schmid‐Hempel, Paul Schmid‐Hempel, Vyacheslav Yurchenko
Software Mentions: 3
Published: about 5 years ago

10.1128/mSystems.00101-16

From Genomes to Phenotypes: Traitar, the Microbial Trait Analyzer
Cited by: 90
Author(s): Aaron Weimann, Kyra Mooren, Jeremy A. Frank, Phillip B. Pope, Andreas Bremges, Alice C. McHardy
Software Mentions: 3
Published: almost 8 years ago

10.3389/fgene.2020.598318

Applications of Support Vector Machine in Genomic Prediction in Pig and Maize Populations
Cited by: 17
Author(s): Wei Zhao, Xueshuang Lai, Dengying Liu, Zhenyang Zhang, Peipei Ma, Qishan Wang, Zhe Zhang, Yuchun Pan
Software Mentions: 3
Published: almost 4 years ago

10.3389/fgene.2021.703210

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

10.1371/journal.pcbi.1004572

Wham: Identifying Structural Variants of Biological Consequence
Cited by: 98
Author(s): Zev Kronenberg, Edward J. Osborne, Kelsey R. Cone, Brett Kennedy, Eric T. Domyan, Michael D. Shapiro, Nels C. Elde, Mark Yandell
Software Mentions: 3
Published: almost 9 years ago

10.7150/thno.37429

Association of MRI-derived radiomic biomarker with disease-free survival in patients with early-stage cervical cancer
Cited by: 50
Author(s): Fang Jin, Bin Zhang, Shuo Wang, Yan Jin, Fei Wang, Yingying Ding, Justin Chen, Liting Chen, Yueyue Li, Minmin Li, Zhuozhi Chen, Lizhi Liu, Zhenyu Liu, Jie Tian, Shuixing Zhang
Software Mentions: 3
Published: almost 5 years ago

10.1007/s12064-020-00330-6

Are spliced ncRNA host genes distinct classes of lncRNAs?
Cited by: 1
Author(s): Riturparno Sen, Jörg Fallmann, Maria Emília M. T. Walter, Peter F. Stadler
Software Mentions: 3
Published: about 4 years ago

10.1038/s41398-019-0595-2

Depression and suicide risk prediction models using blood-derived multi-omics data
Cited by: 32
Author(s): Youngjune Bhak, Hyoung oh Jeong, Yun Sung Cho, Sungwon Jeon, Juok Cho, Jeong An Gim, Yeonsu Jeon, Asta Blažytė, Seung Gu Park, Hak Min Kim, Eun Seok Shin, Jong Woo Paik, Hae Woo Lee, Wooyoung Kang, Aram Kim, Yumi Kim, Byung Chul Kim, Byung Joo Ham, Jong Bhak, Semin Lee
Software Mentions: 3
Published: about 5 years ago

10.1186/s12859-017-1769-7

Assessing the model transferability for prediction of transcription factor binding sites based on chromatin accessibility
Cited by: 21
Author(s): Sheng Liu, Cristina Zibetti, Jun Wan, Guohua Wang, Seth Blackshaw, Jiang Qian
Software Mentions: 3
Published: over 7 years ago

10.3390/s21175896

Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning
Cited by: 4
Author(s): Eddi Miller, Vladyslav Borysenko, Moritz Heusinger, Niklas Niedner, Bastian Engelmann, Jan Schmitt
Software Mentions: 3
Published: about 3 years ago

10.1038/s41398-020-00951-x

Clustering by phenotype and genome-wide association study in autism
Cited by: 25
Author(s): Akira Narita, Masato Nagai, Satoshi Mizuno, Soichi Ogishima, Gen Tamiya, Masao Ueki, Rieko Sakurai, Satoshi Makino, Taku Obara, Mami Ishikuro, Chizuru Yamanaka, Hiroko Matsubara, Yasutaka Kuniyoshi, Keiko Murakami, Fumihiko Ueno, Aoi Noda, Tomoko Kobayashi, Mika Kobayashi, Takuma Usuzaki, Hisashi Ohseto, Atsushi Hozawa, Masahiro Kikuya, Hirohito Metoki, Shigeo Kure, Shinichi Kuriyama
Software Mentions: 3
Published: over 4 years ago

10.1128/mSystems.00188-16

Community-Level Differences in the Microbiome of Healthy Wild Mallards and Those Infected by Influenza A Viruses
Cited by: 35
Author(s): Holly H. Ganz, Ladan Doroud, Alana Firl, Sarah M. Hird, Jonathan A. Eisen, Walter M. Boyce
Software Mentions: 3
Published: over 7 years ago

10.3390/s21134302

The Promise of Sleep: A Multi-Sensor Approach for Accurate Sleep Stage Detection Using the Oura Ring
Cited by: 57
Author(s): Marco Altini, Hannu Kinnunen
Software Mentions: 3
Published: over 3 years ago

10.1186/s13062-018-0223-8

Predicting clinical outcomes in neuroblastoma with genomic data integration
Cited by: 9
Author(s): Ilyes Baali, Durmus Alp Emre Acar, Tunde Aderinwale, Saber Hafezqorani, Hilal Kazan
Software Mentions: 3
Published: about 6 years ago

10.3390/s21134519

Machine Learning Methods for Fear Classification Based on Physiological Features
Cited by: 8
Author(s): Livia Petrescu, Cătălin Petrescu, Ana Maria Oprea, Oana Mitruț, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pcbi.1009426

Machine learning approach for automatic recognition of tomato-pollinating bees based on their buzzing-sounds
Cited by: 9
Author(s): Alison Ribeiro, Nádia Félix Felipe da Silva, Fernanda Neiva Mesquita, Priscila de Cássia Souza Araújo, Thierson Couto Rosa, José Neiva Mesquita Neto
Software Mentions: 3
Published: about 3 years ago

10.1186/s13062-019-0249-6

A novel framework for horizontal and vertical data integration in cancer studies with application to survival time prediction models
Cited by: 33
Author(s): Iliyan Mihaylov, Maciej M. Kańduła, Milko Krachunov, Dimitar Vassilev
Software Mentions: 3
Published: about 5 years ago

10.3390/antibiotics9080447

Characterization of Clinical MRSA Isolates from Northern Spain and Assessment of Their Susceptibility to Phage-Derived Antimicrobials
Cited by: 11
Author(s): Marina Salas, Maciej Wernecki, Lucía Fernández, Beatriz Menéndez Iglesias, Diana Gutiérrez, Azucena L. Alvarez, Laura García, Elisabeth Prieto, Pilar Garcı́a, Ana Rodrı́guez
Software Mentions: 3
Published: over 4 years ago

10.3390/s21144713

Physical Activity Recognition Based on a Parallel Approach for an Ensemble of Machine Learning and Deep Learning Classifiers
Cited by: 5
Author(s): Mariem Abid, Amal Khabou, Youssef Ouakrim, Hugo Watel, Safouene Chemcki, Amar Mitiche, Amel Benazza-Benyahia, Neila Mezghani
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pcbi.1008050

Cross-species regulatory sequence activity prediction
Cited by: 89
Author(s): David R. Kelley
Software Mentions: 3
Published: over 4 years ago

10.1186/s12859-016-1309-x

On the inconsistency of ℓ 1-penalised sparse precision matrix estimation
Cited by: 7
Author(s): Otte Heinävaara, Janne Leppä-aho, Jukka Corander, Antti Honkela
Software Mentions: 3
Published: almost 8 years ago

10.1186/s13062-020-00285-0

Prediction and mechanistic analysis of drug-induced liver injury (DILI) based on chemical structure
Cited by: 25
Author(s): Anika Liu, Moritz Walter, Peter M. Wright, Aleksandra Bartosik, Daniela Dolciami, Abdurrahman Elbasir, Hong-Chang Yang, Andreas Bender
Software Mentions: 3
Published: almost 4 years ago

10.3390/jimaging6110115

Detecting Morphing Attacks through Face Geometry Features
Cited by: 8
Author(s): Stephanie Autherith, Cecilia Pasquini
Software Mentions: 3
Published: about 4 years ago

10.3390/s21093256

Autonomous Fingerprinting and Large Experimental Data Set for Visible Light Positioning
Cited by: 6
Author(s): Tyrel Glass, Fakhrul Alam, Mathew Legg, Frazer Noble
Software Mentions: 3
Published: over 3 years ago

10.1186/s13062-020-00290-3

A novel gene selection method for gene expression data for the task of cancer type classification
Cited by: 6
Author(s): N. Özlem Özcan Şimşek, Arzucan Özgür, Fikret Gürgen
Software Mentions: 3
Published: almost 4 years ago

10.3389/fncom.2019.00075

Extracting Reproducible Time-Resolved Resting State Networks Using Dynamic Mode Decomposition
Cited by: 25
Author(s): James Kunert-Graf, Kristian Eschenburg, David J. Galas, J. Nathan Kutz, Swati Rane, Bingni W. Brunton
Software Mentions: 3
Published: about 5 years ago

10.1371/journal.pone.0201264

Effective injury forecasting in soccer with GPS training data and machine learning
Cited by: 142
Author(s): Alessio Rossi, Luca Pappalardo, Paolo Cintia, F. Marcello Iaia, Javier Fernández, Daniel Medina
Software Mentions: 3
Published: over 6 years ago

10.3390/s21082873

HRV Features as Viable Physiological Markers for Stress Detection Using Wearable Devices
Cited by: 52
Author(s): Kayisan M. Dalmeida, G. L. Masala
Software Mentions: 3
Published: over 3 years ago

10.3390/s21113867

Climate-Aware and IoT-Enabled Selection of the Most Suitable Stone Fruit Tree Variety
Cited by: 6
Author(s): Juan Antonio López-Morales, Juan Antonio Martı́nez, Manuel Caro, Manuel Erena, Antonio F. Skarmeta
Software Mentions: 3
Published: over 3 years ago

10.3390/s21155218

LPWAN and Embedded Machine Learning as Enablers for the Next Generation of Wearable Devices
Cited by: 14
Author(s): Ramón Sánchez-Iborra
Software Mentions: 3
Published: over 3 years ago

10.1186/s13062-019-0257-6

Diverse approaches to predicting drug-induced liver injury using gene-expression profiles
Cited by: 18
Author(s): G Rex Sumsion, Michael S. Bradshaw, Jeremy Beales, Emi Ford, Griffin R. G. Caryotakis, Daniel J. Garrett, Emily D. LeBaron, Ifeanyichukwu O. Nwosu, Stephen R. Piccolo
Software Mentions: 3
Published: almost 5 years ago

10.3390/s21020405

DOLARS, a Distributed On-Line Activity Recognition System by Means of Heterogeneous Sensors in Real-Life Deployments—A Case Study in the Smart Lab of The University of Almería
Cited by: 10
Author(s): Marcos Lupión, Javier Medina-Quero, Juan F. Sanjuan, Pilar M. Ortigosa
Software Mentions: 3
Published: almost 4 years ago

10.1093/bioinformatics/btaa711

A semi-supervised learning framework for quantitative structure–activity regression modelling
Cited by: 5
Author(s): Oliver P. Watson, Isidro Cortés-Ciriano, James A Watson
Software Mentions: 3
Published: over 4 years ago

10.3390/s20226535

Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data
Cited by: 21
Author(s): Maciej Dzieżyc, Martin Gjoreski, Przemysław Kazienko, Stanisław Saganowski, Matjaž Gams
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-021-90566-z

Identification of risk groups for mental disorders, headache and oral behaviors in adults during the COVID-19 pandemic
Cited by: 24
Author(s): Mieszko Więckiewicz, Dariusz Danel, Maciej Pondel, Joanna Smardz, Helena Martynowicz, Tomasz Wieczorek, Grzegorz Mazur, Robert Pudło, Gniewko Więckiewicz
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pcbi.1006628

Performance of convolutional neural networks for identification of bacteria in 3D microscopy datasets
Cited by: 46
Author(s): Edouard A. Hay, Raghuveer Parthasarathy
Software Mentions: 3
Published: almost 6 years ago

10.1371/journal.pcbi.1009448

dGPredictor: Automated fragmentation method for metabolic reaction free energy prediction and de novo pathway design
Cited by: 4
Author(s): Lin Wang, Vikas Upadhyay, Costas D. Maranas
Software Mentions: 3
Published: about 3 years ago

10.1093/bioinformatics/btaa578

Solubility-Weighted Index: fast and accurate prediction of protein solubility
Cited by: 33
Author(s): Bikash K. Bhandari, Paul P. Gardner, Chun Shen Lim
Software Mentions: 3
Published: over 4 years ago

10.3390/s21051639

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting
Cited by: 40
Author(s): Seungmin Jung, Jihoon Moon, Sungwoo Park, Eenjun Hwang
Software Mentions: 3
Published: over 3 years ago

10.1128/mSystems.00046-17

Total Lipopolysaccharide from the Human Gut Microbiome Silences Toll-Like Receptor Signaling
Cited by: 179
Author(s): Eva d’Hennezel, Sahar Abubucker, Leon O. Murphy, Thomas W. Cullen
Software Mentions: 3
Published: almost 7 years ago

10.3389/fcell.2020.594587

DeepCSO: A Deep-Learning Network Approach to Predicting Cysteine S-Sulphenylation Sites
Cited by: 16
Author(s): Xiaru Lyu, Shuhao Li, Chunyang Jiang, Ningning He, Zhe Chen, Yang Zou, Lei Li
Software Mentions: 3
Published: almost 4 years ago

10.1186/s12859-021-04370-7

Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data
Cited by: 14
Author(s): Victoria Bourgeais, Farida Zehraoui, Mohamed Ben Hamdoune, Blaise Hanczar
Software Mentions: 3
Published: over 3 years ago

10.3389/fcell.2020.00350

Localization Preference of Antimicrobial Peptides on Liquid-Disordered Membrane Domains
Cited by: 26
Author(s): Juanjuan Su, Siewert J. Marrink, Manuel N. Melo
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-021-82388-w

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

10.1038/s41598-020-77765-w

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

10.3390/brainsci10120949

A Review of Machine Learning Methods of Feature Selection and Classification for Autism Spectrum Disorder
Cited by: 54
Author(s): Md. Mokhlesur Rahman, Opeyemi Lateef Usman, Ravie Chandren Muniyandi, Shahnorbanun Sahran, Suziyani Mohamed, Rogayah A. Razak
Software Mentions: 3
Published: almost 4 years ago

10.1371/journal.pone.0234003

Inferring transportation mode from smartphone sensors: Evaluating the potential of Wi-Fi and Bluetooth
Cited by: 8
Author(s): Andreas Bjerre-Nielsen, Kelton Minor, Piotr Sapieżyński, Sune Lehmann, David Dreyer Lassen
Software Mentions: 3
Published: over 4 years ago

10.1038/s41598-020-77660-4

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

10.1093/bioinformatics/btaa928

BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
Cited by: 14
Author(s): Aziz Khan, Rafael Riudavets Puig, Paul Boddie, Anthony Mathelier
Software Mentions: 3
Published: about 4 years ago

10.1186/s12859-020-03673-5

Biomedical document triage using a hierarchical attention-based capsule network
Cited by: 7
Author(s): Jian Wang, Mengying Li, Qishuai Diao, Hongfei Lin, Zhihao Yang, YiJia Zhang
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-77549-2

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

10.1038/s41598-021-82098-3

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

10.1371/journal.pcbi.1008549

Ten simple rules for quick and dirty scientific programming
Cited by: 9
Author(s): Gabriel Balaban, Ivar Grytten, Knut Dagestad Rand, Lonneke Scheffer, Geir Kjetil Sandve
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pcbi.1007641

Realistic assumptions about spatial locations and clustering of premises matter for models of foot-and-mouth disease spread in the United States
Cited by: 2
Author(s): Stefan Sellman, Michael J. Tildesley, Christopher L. Burdett, Ryan S. Miller, Clayton Hallman, Colleen T. Webb, Uno Wennergren, Katie Portacci, Tom Lindström
Software Mentions: 3
Published: almost 5 years ago

10.1371/journal.pcbi.1009094

Topological data analysis distinguishes parameter regimes in the Anderson-Chaplain model of angiogenesis
Cited by: 12
Author(s): John T. Nardini, Bernadette J. Stolz, Kevin Flores, Heather A. Harrington, Helen M. Byrne
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-020-71255-9

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

10.1038/s41598-020-70583-0

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

10.1038/s41598-020-72781-2

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

10.1038/s41598-020-74823-1

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

10.3390/brainsci10120921

Mindfulness, Interoception, and Olfaction: A Network Approach
Cited by: 8
Author(s): Barbara Lefranc, Charles Martin‐Krumm, Charlotte Aufauvre-Poupon, Benoit Berthail, Marion Trousselard
Software Mentions: 3
Published: almost 4 years ago

10.1107/S1399004715000383

Brickworxbuilds recurrent RNA and DNA structural motifs into medium- and low-resolution electron-density maps
Cited by: 8
Author(s): Grzegorz Chojnowski, Tomasz Waleń, Paweł Piątkowski, Wojciech Potrzebowski, Janusz M. Bujnicki
Software Mentions: 3
Published: over 9 years ago

10.1371/journal.pcbi.1007921

Signal-to-signal neural networks for improved spike estimation from calcium imaging data
Cited by: 8
Author(s): Jilt Sebastian, Mriganka Sur, Hema A. Murthy, Mathew Magimai-Doss
Software Mentions: 3
Published: over 3 years ago

10.1093/bioinformatics/btx028

HIPred: an integrative approach to predicting haploinsufficient genes
Cited by: 30
Author(s): Hashem A. Shihab, Mark F. Rogers, Colin Campbell, Tom R. Gaunt
Software Mentions: 3
Published: almost 8 years ago

10.1038/s41598-020-64643-8

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

10.1371/journal.pcbi.1008174

Metabolic pathway inference using multi-label classification with rich pathway features
Cited by: 8
Author(s): Abdur Rahman M. A. Basher, Ryan J. McLaughlin, Steven J. Hallam
Software Mentions: 3
Published: about 4 years ago

10.1038/s41598-020-69443-8

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

10.1038/s41598-021-87644-7

A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images
Cited by: 19
Author(s): Fahdi Kanavati, Gouji Toyokawa, Seiya Momosaki, Hiroaki Takeoka, Masaki Okamoto, Koji Yamazaki, Sadanori Takeo, Osamu Iizuka, Masayuki Tsuneki
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-020-59988-z

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

10.1038/s41598-020-61180-2

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

10.1186/s12859-021-04194-5

Moonlighting protein prediction using physico-chemical and evolutional properties via machine learning methods
Cited by: 8
Author(s): Farshid Shirafkan, Sajjad Gharaghani, Karim Rahimian, Reza H. Sajedi, Javad Zahiri
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pone.0254359

Anatomy into the battle of supporting or opposing reopening amid the COVID-19 pandemic on Twitter: A temporal and spatial analysis
Cited by: 12
Author(s): Lingyao Li, Abdolmajid Erfani, Yu Wang, Qingbin Cui
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-020-62997-7

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

10.3390/plants9020174

Using Rapid Chlorophyll Fluorescence Transients to Classify Vitis Genotypes
Cited by: 8
Author(s): Jorge Marques da Silva, Andreia Figueiredo, Jorge Cunha, José Eduardo Eiras-Dias, Sara Silva, Leonardo Vanneschi, Pedro Mariano
Software Mentions: 3
Published: almost 5 years ago

10.1186/s13148-021-01110-9

Altered DNA methylation pattern reveals epigenetic regulation of Hox genes in thoracic aortic dissection and serves as a biomarker in disease diagnosis
Cited by: 5
Author(s): Peiru Liu, Jing Zhang, Duo Du, Dandan Zhang, Zelin Jin, Qiu Wan-hua, Xinchen Zhou, Sujun Dong, Mengyu Zhou, Heyu Zhao, Wei Zhang, Jiakang Ma, Song Sun, Weiguo Fu, Yun Liu, Lixin Wang
Software Mentions: 3
Published: over 3 years ago

10.1186/s13007-020-00620-6

Yield prediction by machine learning from UAS-based multi-sensor data fusion in soybean
Cited by: 40
Author(s): Mónica Herrero-Huerta, Pablo Rodríguez‐Gonzálvez, Katy Martin Rainey
Software Mentions: 3
Published: over 4 years ago

10.1186/2052-4374-26-15

Automation of Workplace Lifting Hazard Assessment for Musculoskeletal Injury Prevention
Cited by: 24
Author(s): June T. Spector, Max Lieblich, Stephen Bao, Kevin J. McQuade, Margaret Hughes
Software Mentions: 3
Published: over 10 years ago

10.1038/s41598-019-56527-3

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

10.1186/s13007-017-0253-8

Multi-feature machine learning model for automatic segmentation of green fractional vegetation cover for high-throughput field phenotyping
Cited by: 33
Author(s): Pouria Sadeghi‐Tehran, Nicolas Virlet, Kasra Sabermanesh, Malcolm J. Hawkesford
Software Mentions: 3
Published: about 7 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431