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

10.1038/s41598-020-80474-z

Development of a machine learning model for predicting pediatric mortality in the early stages of intensive care unit admission
Cited by: 6
Author(s): Bong Jin Lee, Kyunghoon Kim, Hye‐Jin Hwang, You Sun Kim, Eun Hee Chung, Jong Seo Yoon, Hwa Jin Cho, June Dong Park
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-020-80751-x

Multi-scale image analysis and prediction of visual field defects after selective amygdalohippocampectomy
Cited by: 2
Author(s): Bastian David, Jasmine Eberle, Daniel Delev, Jennifer Gaubatz, Conrad C. Prillwitz, Jan Wagner, Jan-Christoph Schoene-Bake, Guido Luechters, Alexander Radbruch, Bettina Wabbels, Johannes Schramm, Bernd Weber, Rainer Surges, Christian E. Elger, Theodor Rüber
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81525-9

Evaluation of transfer learning in deep convolutional neural network models for cardiac short axis slice classification
Cited by: 23
Author(s): Namgyu Ho, Yoon‐Chul Kim
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81272-x

Utility of T2-weighted MRI texture analysis in assessment of peripheral zone prostate cancer aggressiveness: a single-arm, multicenter study
Cited by: 11
Author(s): Gabriel Addio Nketiah, Mattijs Elschot, Tom W. J. Scheenen, Marnix C. Maas, Tone Frost Bathen, Kirsten Margrete Selnæs
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81958-2

Predicting individual emotion from perception-based non-contact sensor big data
Cited by: 11
Author(s): Nobuyoshi Komuro, Tomoki Hashiguchi, Keita Hirai, Makoto Ichikawa
Software Mentions: 1
Published: almost 4 years ago

10.3390/biom11091302

Revealing the Mutation Patterns of Drug-Resistant Reverse Transcriptase Variants of Human Immunodeficiency Virus through Proteochemometric Modeling
Cited by: 0
Author(s): Jingxuan Qiu, Xinxin Tian, Jiangru Liu, Yulong Qin, Jun‐Jie Zhu, Dongpo Xu, Tianyi Qiu
Software Mentions: 1
Published: about 3 years ago

10.1155/2021/4351499

Radiomics Feature Analysis of Cartilage and Subchondral Bone in Differentiating Knees Predisposed to Posttraumatic Osteoarthritis after Anterior Cruciate Ligament Reconstruction from Healthy Knees
Cited by: 4
Author(s): Yuxue Xie, Yibo Dan, Hongyue Tao, Chenglong Wang, Chengxiu Zhang, Yida Wang, Jing Yang, Guang Yang, Shuang Chen
Software Mentions: 1
Published: about 3 years ago

10.1186/s13195-021-00826-3

Artificial intelligence-based computational framework for drug-target prioritization and inference of novel repositionable drugs for Alzheimer’s disease
Cited by: 23
Author(s): Shingo Tsuji, Takeshi Hase, Ayako Yachie‐Kinoshita, Taiko Nishino, Samik Ghosh, Masataka Kikuchi, Kuniyasu Shimokawa, Hiroyuki Aburatani, Hiroaki Kitano, Hiroshi Tanaka
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-82649-8

Targeting barrel field spiny stellate cells using a vesicular monoaminergic transporter 2-Cre mouse line
Cited by: 1
Author(s): Fábio Batista Freitag, Aikeremu Ahemaiti, Hannah M. Weman, Katharina Ambroz, Malin C. Lagerström
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-81844-x

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
Cited by: 53
Author(s): Espen Jimenez-Solem, Tonny Studsgaard Petersen, Casper Worm Hansen, Christian Hansen, Christina Lioma, Christian Igel, Wouter Boomsma, Oswin Krause, Stephan Lorenzen, Raghavendra Selvan, Janne Petersen, Martin Erik Nyeland, Mikkel Zöllner Ankarfeldt, Gert Mehl Virenfeldt, Matilde Winther‐Jensen, Allan Linneberg, Mostafa Mehdipour Ghazi, Nicki Skafte Detlefsen, Andreas David Lauritzen, Abraham George Smith, Marleen de Bruijne, Bulat Ibragimov, Jens Petersen, Martin Lillholm, Jon Middleton, Signe Sloth Mogensen, Hans-Christian Thorsen-Meyer, Anders Perner, Marie Helleberg, Benjamin Skov Kaas‐Hansen, Mikkel Bonde, Alexander Bonde, Akshay Pai, Mads Nielsen, Martin Sillesen
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-82885-y

A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil
Cited by: 55
Author(s): Fernando Fernandes, Tiago Almeida de Oliveira, Cristiane Esteves Teixeira, André Filipe de Moraes Batista, Gabriel Dalla Costa, Alexandre Dias Porto Chiavegatto Filho
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-83315-9

Optimizing machine learning models for granular NdFeB magnets by very fast simulated annealing
Cited by: 10
Author(s): Hyeon-Kyu Park, Jae‐Hyeok Lee, Je-Hyun Lee, Sang‐Koog Kim
Software Mentions: 1
Published: almost 4 years ago

10.1038/s41598-021-83237-6

A deep learning integrated radiomics model for identification of coronavirus disease 2019 using computed tomography
Cited by: 23
Author(s): Xiaoguo Zhang, Dawei Wang, Jiang Shao, Tian Song, Wenming Tan, Yan Ma, Qing-nan Xu, Xiaoman Ma, Dasheng Li, Jun Chai, Dingjun Wang, Wenwen Liu, Lingbo Lin, Jiangfen Wu, Xia Chen, Zhongfa Zhang
Software Mentions: 1
Published: almost 4 years ago

10.1155/2015/685067

Risk Factors for Emergency Department Short Time Readmission in Stratified Population
Cited by: 14
Author(s): Ariadna Besga, Borja Ayerdi, Guillermo Alcalde, Alberto Blázquez Manzano, Pedro Lopetegui, Manuel Graña, Ana González‐Pinto
Software Mentions: 1
Published: almost 10 years ago

10.1155/2017/1826496

A Novel Phosphorylation Site-Kinase Network-Based Method for the Accurate Prediction of Kinase-Substrate Relationships
Cited by: 7
Author(s): Minghui Wang, Tao Wang, Binghua Wang, Yu Liu, Ao Li
Software Mentions: 1
Published: almost 8 years ago

10.3390/ijerph17145145

Mapping the Potential Distribution of Major Tick Species in China
Cited by: 9
Author(s): Xin Yang, Gengfeng Zheng, Tiangang Zhou, Jian Zhang, Luqi Wang, Lingjun Xiao, Hongjuan Wu, Sen Li
Software Mentions: 1
Published: over 4 years ago

10.1155/2020/7297631

PredDBP-Stack: Prediction of DNA-Binding Proteins from HMM Profiles using a Stacked Ensemble Method
Cited by: 4
Author(s): Jun Wang, Huiwen Zheng, Yang Yang, Wanyue Xiao, Taigang Liu
Software Mentions: 1
Published: over 4 years ago

10.1155/2016/4354901

Identification of Hot Spots in Protein Structures Using Gaussian Network Model and Gaussian Naive Bayes
Cited by: 8
Author(s): Zhang Hua, Tao Jiang, Guogen Shan
Software Mentions: 1
Published: almost 9 years ago

10.1038/s41598-021-82850-9

Hospitalization and mortality associated with SARS-CoV-2 viral clades in COVID-19
Cited by: 49
Author(s): Kenji Nakamichi, Jolie Shen, Cecilia S. Lee, Aaron Lee, Emma A. Roberts, Paul D. Simonson, Pavitra Roychoudhury, Jessica Andriesen, April Randhawa, Patrick C. Mathias, Alexander L. Greninger, Keith R. Jerome, Russell N. Van Gelder
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-83641-y

Exploratory analysis of immunization records highlights decreased SARS-CoV-2 rates in individuals with recent non-COVID-19 vaccinations
Cited by: 78
Author(s): Colin Pawlowski, Arjun Puranik, Hari Bandi, AJ Venkatakrishnan, Vineet Agarwal, Richard B. Kennedy, John C. O’Horo, Gregory J. Gores, Amy W. Williams, John Halamka, Andrew D. Badley, Venky Soundararajan
Software Mentions: 1
Published: over 3 years ago

10.1186/s13195-021-00886-5

Predicting progression and cognitive decline in amyloid-positive patients with Alzheimer’s disease
Cited by: 10
Author(s): Hákon Valur Dansson, Lena Stempfle, Hildur Egilsdóttir, Alexander Schliep, Erik Portelius, Kaj Blennow, Henrik Zetterberg, Fredrik Johansson
Software Mentions: 1
Published: about 3 years ago

10.1038/s41598-021-85514-w

A national survey assessing public readiness for digital health strategies against COVID-19 within the United Kingdom
Cited by: 15
Author(s): Viknesh Sounderajah, Jonathan Clarke, Seema Yalamanchili, Amish Acharya, Sheraz R. Markar, Hutan Ashrafian, Ara Darzi
Software Mentions: 1
Published: over 3 years ago

10.1186/s12938-019-0639-0

Comparing classification techniques for identification of grasped objects
Cited by: 5
Author(s): Daniel Nogueira, Paulo Abreu, Maria Teresa Restivo
Software Mentions: 1
Published: over 5 years ago

10.1038/s41598-021-86320-0

Machine learning analysis of pregnancy data enables early identification of a subpopulation of newborns with ASD
Cited by: 23
Author(s): H. Caly, Hamed Rabiei, Perrine Coste-Mazeau, Sebastien Hantz, Sophie Alain, J.-P. Eyraud, Thierry Chianéa, Catherine Caly, David Makowski, Nouchine Hadjikhani, Éric Lemonnier, Yehezkel Ben‐Ari
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87171-5

Development of machine learning model for diagnostic disease prediction based on laboratory tests
Cited by: 35
Author(s): Dong Jin Park, Min Woo Park, Homin Lee, Young‐Jin Kim, Yeongsic Kim, Young Hoon Park
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87226-7

Efficient collection of a large number of mutations by mutagenesis of DNA damage response defective animals
Cited by: 3
Author(s): Yutaka Suehiro, Sawako Yoshina, Tomoko Motohashi, Satoru Iwata, Katsufumi Dejima, Shohei Mitani
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87300-0

Prediction of Streptococcus uberis clinical mastitis treatment success in dairy herds by means of mass spectrometry and machine-learning
Cited by: 3
Author(s): Alexandre Maciel-Guerra, Necati Esener, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini
Software Mentions: 1
Published: over 3 years ago

10.1186/s12938-021-00869-5

Decomposition of high-frequency electrical conductivity into extracellular and intracellular compartments based on two-compartment model using low-to-high multi-b diffusion MRI
Cited by: 3
Author(s): Mun Bae Lee, Hyung Joong Kim, Oh In Kwon
Software Mentions: 1
Published: over 3 years ago

10.3390/ijerph17218187

A Feasibility Study Using a Machine Learning Suicide Risk Prediction Model Based on Open-Ended Interview Language in Adolescent Therapy Sessions
Cited by: 18
Author(s): Joshua Cohen, Jennifer Wright-Berryman, Lesley Rohlfs, Donald Wright, M. Karen Campbell, Debbie Gingrich, Daniel Santel, John Pestian
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-021-87176-0

Prediction of ambulatory outcome in patients with corona radiata infarction using deep learning
Cited by: 11
Author(s): Jeoung Kun Kim, Yoo Jin Choo, Hyunkwang Shin, Gyu Sang Choi, Hee Jin Lee
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87035-y

Quantitative structure–activity relationship models for genotoxicity prediction based on combination evaluation strategies for toxicological alternative experiments
Cited by: 2
Author(s): Xiaotong Yang, Zhengbao Zhang, Qing Li, Yongming Cai
Software Mentions: 1
Published: over 3 years ago

10.3390/biology9110365

Amino Acid k-mer Feature Extraction for Quantitative Antimicrobial Resistance (AMR) Prediction by Machine Learning and Model Interpretation for Biological Insights
Cited by: 20
Author(s): Taha ValizadehAslani, Zhengqiao Zhao, Bahrad A. Sokhansanj, Gail Rosen
Software Mentions: 1
Published: about 4 years ago

10.1038/s41598-021-87598-w

Robustness of radiomic features in CT images with different slice thickness, comparing liver tumour and muscle
Cited by: 27
Author(s): L. Escudero Sanchez, Leonardo Rundo, Andrew B. Gill, Matthew Hoare, Eva M. Serrao, Evis Sala
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-87826-3

Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke
Cited by: 11
Author(s): Yoo Jin Choo, Jeoung Kun Kim, Jang Hwan Kim, Hee Jin Lee, Donghwi Park
Software Mentions: 1
Published: over 3 years ago

10.7554/eLife.25069

Altered topology of neural circuits in congenital prosopagnosia
Cited by: 45
Author(s): Gideon Rosenthal, Michal Tanzer, Erez Simony, Uri Hasson, Marlene Behrmann, Galia Avidan
Software Mentions: 1
Published: over 7 years ago

10.1038/s41598-021-88712-8

Machine learning based models for prediction of subtype diagnosis of primary aldosteronism using blood test
Cited by: 16
Author(s): Hiroki Kaneko, Hironobu Umakoshi, Masatoshi Ogata, Norio Wada, Norifusa Iwahashi, Tazuru Fukumoto, Maki Yokomoto‐Umakoshi, Yoritaka Nakano, Yayoi Matsuda, Takashi Miyazawa, Ryuichi Sakamoto, Yoshihiro Ogawa
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89359-1

Real-world rogue wave probabilities
Cited by: 16
Author(s): Dion Häfner, Johannes Gemmrich, Markus Jochum
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89553-1

A retrospective cohort study of 12,306 pediatric COVID-19 patients in the United States
Cited by: 71
Author(s): Vibhu Parcha, Katherine S. Booker, Rajat Kalra, Seth Kuranz, Lorenzo Berra, Garima Arora, Pankaj Arora
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89690-7

Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy
Cited by: 19
Author(s): Jelena Trajkovic, Francesco Di Gregorio, Francesca Ferri, Chiara Marzi, Stefano Diciotti, Vincenzo Romei
Software Mentions: 1
Published: over 3 years ago

10.1186/s13062-020-00278-z

A machine learning framework to determine geolocations from metagenomic profiling
Cited by: 11
Author(s): Lihong Huang, Canqiang Xu, Wenxian Yang, Rongshan Yu
Software Mentions: 1
Published: about 4 years ago

10.1093/bioinformatics/btw010

Computational discovery of pathway-level genetic vulnerabilities in non-small-cell lung cancer
Cited by: 12
Author(s): Jonathan H. Young, Michael Peyton, Hyosil Kim, Elizabeth A. McMillan, John D. Minna, Michael A. White, Edward M. Marcotte
Software Mentions: 1
Published: almost 9 years ago

10.1038/s41598-021-89841-w

Elastic transformation of histological slices allows precise co-registration with microCT data sets for a refined virtual histology approach
Cited by: 6
Author(s): Jonas Albers, Angelika Svetlove, Justus Alves, Alexander Kraupner, Francesca Di Lillo, M. Andrea Markus, Giuliana Tromba, Frauke Alves, Christian Dullin
Software Mentions: 1
Published: over 3 years ago

10.1093/bioinformatics/btv529

Improved large-scale prediction of growth inhibition patterns using the NCI60 cancer cell line panel
Cited by: 86
Author(s): Isidro Cortés-Ciriano, Gerard J. P. van Westen, Guillaume Bouvier, Michaël Nilges, John P. Overington, Andreas Bender, Thérèse E. Malliavin
Software Mentions: 1
Published: about 9 years ago

10.1093/bioinformatics/btx806

DeepSynergy: predicting anti-cancer drug synergy with Deep Learning
Cited by: 293
Author(s): Kristina Preuer, Richard P. Lewis, Sepp Hochreiter, Andreas Bender, Krishna C. Bulusu, Günter Klambauer
Software Mentions: 1
Published: almost 7 years ago

10.1038/s41598-021-90642-4

Predictive modeling for peri-implantitis by using machine learning techniques
Cited by: 6
Author(s): Tomoaki Mameno, Masahiro Wada, Kazunori Nozaki, Toyomi Takahashi, Yoshitaka Tsujioka, Suzuna Akema, Daisuke Hasegawa, Kazunori Ikebe
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-017-1817-3

Segmentation and classification of two-channel C. elegans nucleus-labeled fluorescence images
Cited by: 7
Author(s): Mengdi Zhao, Jie An, Haiwen Li, Jiazhi Zhang, Shang-Tong Li, Xuemei Li, Meng‐Qiu Dong, Heng Mao, Louis Tao
Software Mentions: 1
Published: about 7 years ago

10.1093/bioinformatics/btaa1102

SoluProt: prediction of soluble protein expression in <i>Escherichia coli</i>
Cited by: 50
Author(s): Jiří Hon, Martin Marusiak, Tomáš Martínek, Antonín Kunka, Jaroslav Zendulka, David Bednář, Jiřı́ Damborský
Software Mentions: 1
Published: almost 4 years ago

10.1186/s13015-021-00197-2

A novel method for inference of acyclic chemical compounds with bounded branch-height based on artificial neural networks and integer programming
Cited by: 4
Author(s): Naveed Ahmed Azam, Jianshen Zhu, Yanming Sun, Yu Shi, Aleksandar Shurbevski, Liang Zhao, Hiroshi Nagamochi, Tatsuya Akutsu
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-91365-2

Accurate long-range forecasting of COVID-19 mortality in the USA
Cited by: 16
Author(s): Pouria Ramazi, Arezoo Haratian, Maryam Meghdadi, Arash Mari Oriyad, Mark A. Lewis, Zeinab Maleki, Roberto Vega, Hao Wang, David S. Wishart, Russell Greiner
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-93771-y

Feature importance correlation from machine learning indicates functional relationships between proteins and similar compound binding characteristics
Cited by: 13
Author(s): Raquel Rodríguez-Pérez, Jürgen Bajorath
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-93852-y

Characterize traction–separation relation and interfacial imperfections by data-driven machine learning models
Cited by: 11
Author(s): Sanjida Ferdousi, Qiyi Chen, Mehrzad Soltani, Jiadeng Zhu, Pengfei Cao, Wonbong Choi, Rigoberto C. Advíncula, Yijie Jiang
Software Mentions: 1
Published: over 3 years ago

10.3390/ijerph18136750

Machine Learning for Analyzing Non-Countermeasure Factors Affecting Early Spread of COVID-19
Cited by: 3
Author(s): Vito Janko, Gašper Slapničar, Erik Dovgan, Nina Reščič, Tine Kolenik, Martin Gjoreski, Maj Smerkol, Matjaž Gams, Mitja Luštrek
Software Mentions: 1
Published: over 3 years ago

10.1186/s13040-021-00262-x

A maximum flow-based network approach for identification of stable noncoding biomarkers associated with the multigenic neurological condition, autism
Cited by: 0
Author(s): Maya Varma, Kelley Paskov, Brianna Chrisman, Min Sun, Jae-Yoon Jung, Nate Stockham, Peter Washington, Dennis P. Wall
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-94940-9

Prediction of treatment outcome in burning mouth syndrome patients using machine learning based on clinical data
Cited by: 0
Author(s): Moon-Jong Kim, Pil-Jong Kim, Hong-Gee Kim, Hong‐Seop Kho
Software Mentions: 1
Published: over 3 years ago

10.3390/s20185447

The Impact Analysis of Land Features to JL1-3B Nighttime Light Data at Parcel Level: Illustrated by the Case of Changchun, China
Cited by: 7
Author(s): Fengyan Wang, Kai Zhou, Mingchang Wang, Qing Wang
Software Mentions: 1
Published: about 4 years ago

10.18632/aging.102823

Development and validation of a nomogram to predict coronary heart disease in patients with rheumatoid arthritis in northern China
Cited by: 7
Author(s): Tingting Wei, Bowen Yang, Haina Liu, Fangran Xin, Ling Fu
Software Mentions: 1
Published: over 4 years ago

10.1186/s13040-021-00276-5

Development and validation of a novel blending machine learning model for hospital mortality prediction in ICU patients with Sepsis
Cited by: 11
Author(s): Zhixuan Zeng, Shuo Yao, Jianfei Zheng, Xun Gong
Software Mentions: 1
Published: over 3 years ago

10.3390/s20216019

Analysis of Machine Learning Techniques Applied to Sensory Detection of Vehicles in Intelligent Crosswalks
Cited by: 6
Author(s): José Manuel Lozano Domínguez, Faroq Al-Tam, Tomás de Jesús Mateo Sanguino, N. Correia
Software Mentions: 1
Published: about 4 years ago

10.3390/ijerph18168710

Machine Learning Models for Sarcopenia Identification Based on Radiomic Features of Muscles in Computed Tomography
Cited by: 11
Author(s): Young Jae Kim
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-021-04291-5

Feature selection for RNA cleavage efficiency at specific sites using the LASSO regression model in Arabidopsis thaliana
Cited by: 11
Author(s): Daishin Ueno, Harunori Kawabe, Satoshi Yamasaki, Taku Demura, Ko Kato
Software Mentions: 1
Published: over 3 years ago

10.3390/s20216190

Development of a Mobile Device for Odor Identification and Optimization of Its Measurement Protocol Based on the Free-Hand Measurement
Cited by: 4
Author(s): Gaku Imamura, Genki Yoshikawa
Software Mentions: 1
Published: about 4 years ago

10.1186/s12918-018-0546-1

In silico drug combination discovery for personalized cancer therapy
Cited by: 42
Author(s): Minji Jeon, Sunkyu Kim, Sungjoon Park, Heewon Lee, Jaewoo Kang
Software Mentions: 1
Published: over 6 years ago

10.3390/s20226558

Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs
Cited by: 8
Author(s): Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont
Software Mentions: 1
Published: about 4 years ago

10.3390/s20226629

Face Memorization Using AIM Model for Mobile Robot and Its Application to Name Calling Function
Cited by: 0
Author(s): Masahiko Mikawa, Haolin Chen, Makoto Fujisawa
Software Mentions: 1
Published: about 4 years ago

10.1186/s12919-018-0140-y

Methods for detecting methylation by SNP interaction in GAW20 simulation
Cited by: 2
Author(s): E. Warwick Daw, James E. Hicks, Petra Lenzini, Shiow J. Lin, Judy Wang, Christine A. Williams, Ping An, Michael A. Province, Aldi T. Kraja
Software Mentions: 1
Published: about 6 years ago

10.1186/s12883-018-1198-x

The Norwegian Cognitive impairment after stroke study (Nor-COAST): study protocol of a multicentre, prospective cohort study
Cited by: 33
Author(s): Pernille Thingstad, Torunn Askim, Mona K. Beyer, Geir Bråthen, Hanne Ellekjær, Hege Ihle‐Hansen, Anne Brita Knapskog, Stian Lydersen, Ragnhild Munthe-Kaas, Halvor Næss, Sarah T. Pendlebury, Yngve Müller Seljeseth, Ingvild Saltvedt
Software Mentions: 1
Published: almost 6 years ago

10.3390/ijerph181910391

Estimation of Health-Related Physical Fitness (HRPF) Levels of the General Public Using Artificial Neural Network with the National Fitness Award (NFA) Datasets
Cited by: 3
Author(s): Seung-Hun Lee, Hyeon-Seong Ju, Sang-Hun Lee, Sung-Woo Kim, Hun‐Young Park, Seung‐Wan Kang, Young-Eun Song, Kiwon Lim, Hoeryong Jung
Software Mentions: 1
Published: about 3 years ago

10.3390/ijerph181910329

Assessing Communicative Effectiveness of Public Health Information in Chinese: Developing Automatic Decision Aids for International Health Professionals
Cited by: 0
Author(s): Meng Ji, Adams Bodomo, Wenxiu Xie, Riliu Huang
Software Mentions: 1
Published: about 3 years ago

10.1186/s12859-017-1879-2

A boosting approach for prediction of protein-RNA binding residues
Cited by: 35
Author(s): Yongjun Tang, Diwei Liu, Zixiang Wang, Ting Wen, Lei Deng
Software Mentions: 1
Published: about 7 years ago

10.3390/s20247063

Semantic Segmentation of Intralobular and Extralobular Tissue from Liver Scaffold H&E Images
Cited by: 6
Author(s): Miroslav Jiřík, Ivan Gruber, Vladimíra Moulisová, Claudia Schindler, Lenka Červenková, Richard Pálek, Jáchym Rosendorf, Janine Arlt, Lukáš Bolek, J Dejmek, Uta Dahmen, Miloš Železný, Václav Liška
Software Mentions: 1
Published: almost 4 years ago

10.3390/ijerph181910465

Predicting Fitness Centre Dropout
Cited by: 2
Author(s): Pedro Sobreiro, Pedro Guedes-Carvalho, Abel Santos, Paulo Pinheiro, Celina Gonçalves
Software Mentions: 1
Published: about 3 years ago

10.3390/s21010208

Paperboard Coating Detection Based on Full-Stokes Imaging Polarimetry
Cited by: 1
Author(s): Javier Brugés Martelo, Jan Lundgren, Mattias Andersson
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020336

Online Color Classification System of Solid Wood Flooring Based on Characteristic Features
Cited by: 18
Author(s): Zilong Zhuang, Ying Liu, Fenglong Ding, Zhengguang Wang
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020340

A Promising Wearable Solution for the Practical and Accurate Monitoring of Low Back Loading in Manual Material Handling
Cited by: 22
Author(s): Emily Matijevich, Péter Völgyesi, Karl E. Zelik
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020388

An Odor Labeling Convolutional Encoder–Decoder for Odor Sensing in Machine Olfaction
Cited by: 7
Author(s): Tengteng Wen, Zhuofeng Mo, Jingshan Li, Qi Liu, Liming Wu, Dehan Luo
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21020370

A Predictive Multimodal Framework to Alert Caregivers of Problem Behaviors for Children with ASD (PreMAC)
Cited by: 9
Author(s): Zhaobo Zheng, John E. Staubitz, Amy Weitlauf, Johanna L. Staubitz, Marney S. Pollack, Lauren Shibley, Michelle Hopton, William H. Martin, Amy Swanson, Pablo Juárez, Zachary Warren, Nilanjan Sarkar
Software Mentions: 1
Published: almost 4 years ago

10.1186/s12882-020-01980-w

Changing relative risk of clinical factors for hospital-acquired acute kidney injury across age groups: a retrospective cohort study
Cited by: 5
Author(s): Lijuan Wu, Yong Hu, Xiangzhou Zhang, Weiqi Chen, Alan Yu, John A. Kellum, Lemuel R. Waitman, Мэй Лю
Software Mentions: 1
Published: over 4 years ago

10.2196/11201

Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors’ Data
Cited by: 24
Author(s): Kenan Li, Rima Habre, Huiyu Deng, Robert Urman, John L. Morrison, Frank D. Gilliland, José Luis Ambite, Dimitris Stripelis, Yao‐Yi Chiang, Yijun Lin, Alex A. T. Bui, Christine King, Anahita Hosseini, Eleanne van Vliet, Majid Sarrafzadeh, Sandrah P. Eckel
Software Mentions: 1
Published: almost 6 years ago

10.3390/s21030832

FPGA Implementation for Odor Identification with Depthwise Separable Convolutional Neural Network
Cited by: 16
Author(s): Zhuofeng Mo, Dehan Luo, Tengteng Wen, Yu Cheng, Xin Li
Software Mentions: 1
Published: almost 4 years ago

10.2196/14172

A Tablet-Based App for Carpal Tunnel Syndrome Screening: Diagnostic Case-Control Study
Cited by: 18
Author(s): Koji Fujita, Takuro Watanabe, Tomoyuki Kuroiwa, Tōru Sasaki, Akimoto Nimura, Yuta Sugiura
Software Mentions: 1
Published: about 5 years ago

10.3390/s21030952

Estimating Sleep Stages Using a Head Acceleration Sensor
Cited by: 5
Author(s): Motoki Yoshihi, Shima Okada, Tianyi Wang, Toshihiro Kitajima, Masaaki Makikawa
Software Mentions: 1
Published: almost 4 years ago

10.2196/19962

Predicting Early Warning Signs of Psychotic Relapse From Passive Sensing Data: An Approach Using Encoder-Decoder Neural Networks
Cited by: 47
Author(s): Daniel A Adler, Dror Ben‐Zeev, Vincent W.-S. Tseng, John M. Kane, Rachel Brian, Andrew T. Campbell, Marta Hauser, Emily A. Scherer, Tanzeem Choudhury
Software Mentions: 1
Published: about 4 years ago

10.3390/s21041046

Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection
Cited by: 10
Author(s): Thijs Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Dirk Valkenborg, Sabine Van Huffel, Maarten De Vos
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041088

Identification of Multi-Class Drugs Based on Near Infrared Spectroscopy and Bidirectional Generative Adversarial Networks
Cited by: 8
Author(s): Anbing Zheng, Huihua Yang, Xin Pan, Yin Liang, Yan-Chun Feng
Software Mentions: 1
Published: almost 4 years ago

10.18632/aging.202954

Predicting intraventricular hemorrhage growth with a machine learning-based, radiomics-clinical model
Cited by: 11
Author(s): Dongqin Zhu, Qian Chen, Yingying Xiang, Chenyi Zhan, Mingyue Zhang, Chao Chen, Qichuan Zhuge, Weijian Chen, Xiaoming Yang, Yunjun Yang
Software Mentions: 1
Published: over 3 years ago

10.1186/s12874-021-01242-9

Waist circumference prediction for epidemiological research using gradient boosted trees
Cited by: 4
Author(s): Weihong Zhou, Spencer Maxwell Eckler, Andrew Barszczyk, Alex Waese-Perlman, Yingjie Wang, Xiaoping Gu, Feng Zhang, Yongjun Peng, Kang Lee
Software Mentions: 1
Published: over 3 years ago

10.3390/s21041276

New Position Candidate Identification via Clustering toward an Extensible On-Body Smartphone Localization System
Cited by: 1
Author(s): Midori Saito, Kaori Fujinami
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041326

Application of a Low-Cost Electronic Nose for Differentiation between Pathogenic Oomycetes Pythium intermedium and Phytophthora plurivora
Cited by: 16
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Przemysław Wacławik, Tomasz Oszako, Sławomir Ślusarski, Miłosz Tkaczyk
Software Mentions: 1
Published: almost 4 years ago

10.3390/s21041339

Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles
Cited by: 20
Author(s): Miguel de Prado, Manuele Rusci, Alessandro Capotondi, Romain Donze, Luca Benini, Nuria Pazos
Software Mentions: 1
Published: almost 4 years ago

10.1186/s12911-015-0206-y

Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods
Cited by: 50
Author(s): Alexander Decruyenaere, Philippe Decruyenaere, Patrick Peeters, Frank Vermassen, Tom Dhaene, Ivo Couckuyt
Software Mentions: 1
Published: about 9 years ago

10.3390/s21051740

Mobility Prediction Using a Weighted Markov Model Based on Mobile User Classification
Cited by: 34
Author(s): Ming Yan, Shuijing Li, Chien Aun Chan, Yinghua Shen, Ying Yu
Software Mentions: 1
Published: over 3 years ago

10.3390/s21061957

Identifying Fall Risk Predictors by Monitoring Daily Activities at Home Using a Depth Sensor Coupled to Machine Learning Algorithms
Cited by: 12
Author(s): Amandine Dubois, Titus Bihl, Jean‐Pierre Bresciani
Software Mentions: 1
Published: over 3 years ago

10.3390/s21061994

Distinguishing Planting Structures of Different Complexity from UAV Multispectral Images
Cited by: 10
Author(s): Qi Ma, Wenting Han, Shenjin Huang, Sining Dong, Guang Li, Haipeng Chen
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-016-1206-3

A genetic algorithm-based weighted ensemble method for predicting transposon-derived piRNAs
Cited by: 64
Author(s): Dingfang Li, Laima Luo, Wen Zhang, Feng Liu, Fei Luo
Software Mentions: 1
Published: about 8 years ago

10.2196/22591

Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study
Cited by: 39
Author(s): Chia-Tung Wu, Guo-Hung Li, Chun-Ta Huang, Yu-Chieh Cheng, Chi‐Hsien Chen, Jung-Yien Chien, Ping-Hung Kuo, Lu-Cheng Kuo, Feipei Lai
Software Mentions: 1
Published: over 3 years ago

10.1186/s12859-019-2951-x

Polled Digital Cell Sorter (p-DCS): Automatic identification of hematological cell types from single cell RNA-sequencing clusters
Cited by: 21
Author(s): Sergii Domanskyi, Anthony Szedlak, Nathaniel T. Hawkins, Jiayin Wang, Giovanni Paternostro, Carlo Piermarocchi
Software Mentions: 1
Published: over 5 years ago

10.3390/s21072298

Prediction of Fruity Aroma Intensity and Defect Presence in Virgin Olive Oil Using an Electronic Nose
Cited by: 17
Author(s): Pablo Cano Marchal, Chiara Sanmartin, S. Satorres Martínez, Juan Gómez Ortega, Fabio Mencarelli, Javier Gámez García
Software Mentions: 1
Published: over 3 years ago

10.3390/s21072293

Hyperspectral Classification of Blood-Like Substances Using Machine Learning Methods Combined with Genetic Algorithms in Transductive and Inductive Scenarios
Cited by: 3
Author(s): F.M. Palka, Wojciech Książek, Paweł Pławiak, Michał Romaszewski, Kamil Książek
Software Mentions: 1
Published: over 3 years ago

10.3390/s21082647

High-Accuracy Guide Star Catalogue Generation with a Machine Learning Classification Algorithm
Cited by: 4
Author(s): Jianming Zhang, Junxiang Lian, Zhaoxiang Yi, Shuwang Yang, Ying Shan
Software Mentions: 1
Published: over 3 years ago

10.1186/s12911-020-01215-w

Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study
Cited by: 11
Author(s): Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, S. N. Yanishevskiy, Georgy Kopanitsa, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya
Software Mentions: 1
Published: over 4 years ago

Projects: pypi: scikit-learn

Papers Mentioning scikit-learn 2,431