pypi: StandardScaler | Projects | Ecosyste.ms: Papers

10.1371/journal.pone.0254062

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

10.1371/journal.pcbi.1007113

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

10.3390/ani11072131

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

10.3390/nu11123045

Nutrient Estimation from 24-Hour Food Recalls Using Machine Learning and Database Mapping: A Case Study with Lactose
Cited by: 20
Author(s): Elizabeth Chin, Gabriel Simmons, Yasmine Bouzid, Annie Kan, D. D. Burnett, Ilias Tagkopoulos, Danielle G. Lemay
Software Mentions: 7
Published: almost 5 years ago

10.2196/27344

Discovery of Depression-Associated Factors From a Nationwide Population-Based Survey: Epidemiological Study Using Machine Learning and Network Analysis
Cited by: 9
Author(s): Sang Min Nam, Thomas A Peterson, Kyoung Yul Seo, Hyun Wook Han, Jee In Kang
Software Mentions: 6
Published: over 3 years ago

10.1371/journal.pone.0207967

Lateral ventricle volume trajectories predict response inhibition in older age—A longitudinal brain imaging and machine learning approach
Cited by: 11
Author(s): Astri J. Lundervold, Alexandra Vik
Software Mentions: 6
Published: over 5 years ago

10.3390/s20092546

Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor
Cited by: 19
Author(s): Iuliia Brishtel, Anam Ahmad Khan, Thomas Schmidt, Tilman Dingler, Shoya Ishimaru, Andreas Dengel
Software Mentions: 6
Published: over 4 years ago

10.1186/s12915-021-01086-1

A phenomics approach for antiviral drug discovery
Cited by: 10
Author(s): Jonne Rietdijk, Marianna Tampere, Aleksandra Pettke, Polina Georgiev, Maris Lapins, Ulrika Warpman Berglund, Ola Spjuth, Marjo-Riitta Puumalainen, Jordi Carreras-Puigvert
Software Mentions: 6
Published: over 3 years ago

10.1002/minf.202100031

ACE2‐Variants Indicate Potential SARS‐CoV‐2‐Susceptibility in Animals: A Molecular Dynamics Study
Cited by: 7
Author(s): Szymon Pach, Trung Ngoc Nguyen, Jakob Trimpert, Dušan Kunec, Nikolaus Osterrieder, Gerhard Wolber
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pone.0242339

Shifts in methanogenic archaea communities and methane dynamics along a subtropical estuarine land use gradient
Cited by: 9
Author(s): Sebastian Euler, Luke C. Jeffrey, Damien T. Maher, Derek Mackenzie, Douglas R. Tait
Software Mentions: 5
Published: almost 4 years ago

10.7150/ijms.48432

A Quantitative and Radiomics approach to monitoring ARDS in COVID-19 patients based on chest CT: a retrospective cohort study
Cited by: 18
Author(s): Yuntian Chen, Yi Wang, Yuwei Zhang, Na Zhang, Shuang Zhao, Han Zeng, Weiming Deng, Zixing Huang, Sanyuan Liu, Bin Song
Software Mentions: 5
Published: almost 5 years ago

10.3390/s19245370

Anomaly Detections for Manufacturing Systems Based on Sensor Data—Insights into Two Challenging Real-World Production Settings
Cited by: 35
Author(s): Klaus Kammerer, Burkhard Hoppenstedt, Rüdiger Pryss, Steffen Stökler, Johannes Allgaier, Manfred Reichert
Software Mentions: 4
Published: almost 5 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

10.7150/jca.59933

Hallmark microRNA signature in liquid biopsy identifies hepatocellular carcinoma and differentiates it from liver metastasis
Cited by: 6
Author(s): Vernon G. Wong, Ming-In Wong, Chi-Tat Lam, Maria Li Lung, Ka-On Lam, Victor Lee
Software Mentions: 4
Published: almost 4 years ago

10.1093/gigascience/giab046

NPSV: A simulation-driven approach to genotyping structural variants in whole-genome sequencing data
Cited by: 4
Author(s): Michael D. Linderman, Crystal Paudyal, Musab Shakeel, William L. Kelley, Ali Kashif Bashir, Bruce D. Gelb
Software Mentions: 4
Published: over 3 years ago

10.3390/ijms20194833

Skin Doctor: Machine Learning Models for Skin Sensitization Prediction that Provide Estimates and Indicators of Prediction Reliability
Cited by: 12
Author(s): Anke Wilm, Conrad Stork, Christoph Bauer, Andreas Schepky, Jochen Kühnl, Johannes Kirchmair
Software Mentions: 4
Published: about 5 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

10.1101/2021.06.22.449395

Super.Complex: A supervised machine learning pipeline for molecular complex detection in protein-interaction networks
Cited by: 3
Author(s): Meghana Venkata Palukuri, Edward M. Marcotte
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

10.1007/s00330-020-07064-5

Comparison of machine learning algorithms to predict clinically significant prostate cancer of the peripheral zone with multiparametric MRI using clinical assessment categories and radiomic features
Cited by: 28
Author(s): Simon Bernatz, Jörg Ackermann, Philipp Mandel, Benjamin Kaltenbach, Yauheniya Zhdanovich, Patrick N. Harter, Claudia Döring, Renate Hammerstingl, Boris Bodelle, Kevin P. Smith, Andreas Bucher, Moritz H. Albrecht, Nicolas Rosbach, L Basten, Ibrahim Yel, Mike Wenzel, Katrin Bankov, Ina Koch, Felix K.‐H. Chun, Jens Köllermann, Peter J. Wild, Thomas J. Vogl
Software Mentions: 4
Published: over 4 years ago

10.3390/s19071562

Prediction of Marine Pycnocline Based on Kernel Support Vector Machine and Convex Optimization Technology
Cited by: 5
Author(s): Jiachen Yang, Lin Liu, Linfeng Zhang, Gen Li, Zhonghao Sun, Houbing Song
Software Mentions: 4
Published: over 5 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

10.1186/s12880-021-00654-9

Potential of high dimensional radiomic features to assess blood components in intraaortic vessels in non-contrast CT scans
Cited by: 5
Author(s): Scherwin Mahmoudi, Simon S. Martin, Jörg Ackermann, Yauheniya Zhdanovich, Ina Koch, Thomas J. Vogl, Moritz H. Albrecht, Lukas Lenga, Simon Bernatz
Software Mentions: 3
Published: over 3 years ago

10.3390/pharmaceutics13071026

Machine Learning Uncovers Adverse Drug Effects on Intestinal Bacteria
Cited by: 26
Author(s): Laura E. McCoubrey, Moe Elbadawi, Mine Orlu, Simon Gaisford, Abdul W. Basit
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pone.0245026

Estimating pulse wave velocity from the radial pressure wave using machine learning algorithms
Cited by: 17
Author(s): Wen Jin, Philip Chowienczyk, Jordi Alastruey
Software Mentions: 3
Published: over 3 years ago

10.1007/s11357-020-00297-8

Plasma dilution improves cognition and attenuates neuroinflammation in old mice
Cited by: 33
Author(s): Melod Mehdipour, Taha Mehdipour, Colin M. Skinner, Nathan Wong, Chao Liu, Chia Chien Chen, Ok Hee Jeon, Yi Zuo, Michael J. Conboy, Irina M. Conboy
Software Mentions: 3
Published: about 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/s20164385

Interpretability of Input Representations for Gait Classification in Patients after Total Hip Arthroplasty
Cited by: 40
Author(s): Carlo Dindorf, Wolfgang Teufl, Bertram Taetz, Gabriele Bleser, Michael Fröhlich
Software Mentions: 3
Published: over 4 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

10.1021/acs.jpcb.1c01281

Membrane Interactions of α-Synuclein Revealed by Multiscale Molecular Dynamics Simulations, Markov State Models, and NMR
Cited by: 13
Author(s): Sarah-Beth T. A. Amos, Thomas C. Schwarz, Jiye Shi, Benjamin P. Cossins, Terry Baker, Richard J. K. Taylor, Robert Konrat, Mark S. P. Sansom
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-019-48273-3

Link clustering explains non-central and contextually essential genes in protein interaction networks
Cited by: 2
Author(s): Inhae Kim, Heetak Lee, Kwanghwan Lee, Seong Kyu Han, Donghyo Kim, Sanguk Kim
Software Mentions: 2
Published: over 5 years ago

10.1038/s41598-020-80795-z

Descriptor selection for predicting interfacial thermal resistance by machine learning methods
Cited by: 3
Author(s): Xiaojuan Tian, Mingguang Chen
Software Mentions: 2
Published: almost 4 years ago

10.3389/fmicb.2021.671813

Profiling of Oral Microbiota and Cytokines in COVID-19 Patients
Cited by: 47
Author(s): Valerio Iebba, Nunzia Zanotta, Giuseppina Campisciano, Verena Zerbato, Stefano Di Bella, Carolina Cason, Roberto Luzzati, Marco Confalonieri, Anna Teresa Palamara, Manola Comar
Software Mentions: 2
Published: over 3 years ago

10.3390/s19122740

A Fault Detection System for a Geothermal Heat Exchanger Sensor Based on Intelligent Techniques
Cited by: 27
Author(s): Héctor Aláiz‐Moretón, Manuel Castejón-Limas, José‐Luis Casteleiro‐Roca, Esteban Jove, Laura Fernández-Robles, José Luís Calvo-Rolle
Software Mentions: 2
Published: over 5 years ago

10.3390/s19183904

Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy
Cited by: 25
Author(s): Lifei Wei, Yuan Zhang, Ming Quan Yu, Can Huang, Liqin Cao
Software Mentions: 2
Published: about 5 years ago

10.3389/fimmu.2021.631226

Inflammation and Antiviral Immune Response Associated With Severe Progression of COVID-19
Cited by: 45
Author(s): Qiong Zhang, Yuting Meng, Kaihang Wang, Xujun Zhang, Wenbiao Chen, Jifang Sheng, Yunqing Qiu, Hongyan Diao, Lanjuan Li
Software Mentions: 2
Published: almost 4 years ago

10.3389/fcimb.2020.00350

Structural Variations of Vaginal and Endometrial Microbiota: Hints on Female Infertility
Cited by: 53
Author(s): Lucia Riganelli, Valerio Iebba, Maria Grazia Piccioni, Isabella Illuminati, Giulia Bonfiglio, Bruna Neroni, Ludovica Calvo, Antonella Gagliardi, Massimo Levrero, Lucia Merlino, Marianna Mariani, Oriana Capri, Daniela Pietrangeli, Serena Schippa, Francesca Guerrieri
Software Mentions: 2
Published: over 4 years ago

10.3390/molecules24061075

Predicting Ewing Sarcoma Treatment Outcome Using Infrared Spectroscopy and Machine Learning
Cited by: 11
Author(s): Radosław Chaber, Christopher J. Arthur, Kornelia Łach, Anna Raciborska, Elżbieta Michalak, Katarzyna Bilska, Katarzyna Drabko, Joanna Depciuch, Ewa Kaznowska, J. Cebulski
Software Mentions: 2
Published: over 5 years ago

10.3390/molecules25245901

Towards Deep Neural Network Models for the Prediction of the Blood–Brain Barrier Permeability for Diverse Organic Compounds
Cited by: 17
Author(s): Eugene V. Radchenko, Alina S Dyabina, Vladimir A. Palyulin
Software Mentions: 2
Published: almost 4 years ago

10.3390/molecules26154678

CYPstrate: A Set of Machine Learning Models for the Accurate Classification of Cytochrome P450 Enzyme Substrates and Non-Substrates
Cited by: 4
Author(s): Malte Holmer, Christina de Bruyn Kops, Conrad Stork, Johannes Kirchmair
Software Mentions: 2
Published: over 3 years ago

10.3389/fpls.2020.577063

Investigation on Data Fusion of Multisource Spectral Data for Rice Leaf Diseases Identification Using Machine Learning Methods
Cited by: 34
Author(s): Feng Liu, Bangyu Wu, Susu Zhu, Junmin Wang, Zhen-Zhu Su, Fei Liu, Yong He
Software Mentions: 2
Published: about 4 years ago

10.1083/jcb.201909178

A direct role for SNX9 in the biogenesis of filopodia
Cited by: 8
Author(s): Iris K. Jarsch, Jonathan R Gadsby, Annalisa Nuccitelli, Julia Mason, Hanae Shimo, Ludovic Pilloux, N. Bishara Marzook, Claire M. Mulvey, Ulrich Dobramysl, Charles R. Bradshaw, Kathryn S. Lilley, Richard Hayward, Tristan J. Vaughan, Claire Dobson, Jennifer L. Gallop
Software Mentions: 2
Published: over 4 years ago

10.1371/journal.pone.0193152

Automatically measuring brain ventricular volume within PACS using artificial intelligence
Cited by: 21
Author(s): Fernando Yepes-Calderón, Marvin D. Nelson, J. Gordon McComb
Software Mentions: 2
Published: over 6 years ago

10.1080/19768354.2021.1925741

DNA Methylation and gene expression patterns are widely altered in fetal growth restriction and associated with FGR development
Cited by: 8
Author(s): Seoyeong Lee, Young Nam Kim, DoHwa Im, Su Han Cho, Jiyeon Kim, Jeonghyun Kim, Kwoneel Kim
Software Mentions: 2
Published: over 3 years ago

10.1186/s40478-021-01161-2

Repetitive mild traumatic brain injury in mice triggers a slowly developing cascade of long-term and persistent behavioral deficits and pathological changes
Cited by: 24
Author(s): Xiaoyun Xu, Matthew F. Cowan, Flávio H. Beraldo, Amy L. Schranz, Patrick McCunn, Nicole M. Geremia, Zalman Brown, Maitray A. Patel, Karen Nygard, Reza Khazaee, Lihong Lu, Xingyu Liu, Michael J. Strong, Gregory A. Dekaban, Ravi S. Menon, Robert Bartha, Mark Daley, Haojie Mao, Vânia F. Prado, Lisa M. Saksida, Timothy J. Bussey, Arthur Brown
Software Mentions: 1
Published: over 3 years ago

10.3389/fonc.2021.661123

Efficacy of Location-Based Features for Survival Prediction of Patients With Glioblastoma Depending on Resection Status
Cited by: 6
Author(s): M. Soltani, Armin Bonakdar, Nastaran Shakourifar, Reza Babaei, Kaamran Raahemifar
Software Mentions: 1
Published: over 3 years ago

10.7717/peerj-cs.475

Cyber-attack method and perpetrator prediction using machine learning algorithms
Cited by: 15
Author(s): Abdulkadir BİLEN, Ahmet Bedri Özer
Software Mentions: 1
Published: over 3 years ago

10.18632/aging.202689

Accurate prediction of acute pancreatitis severity with integrative blood molecular measurements
Cited by: 4
Author(s): Hongwei Sun, Jingyi Lu, Yi-Xin Weng, Hao Chen, Qiye He, Rui Liu, Huiping Li, Jingye Pan, Ke–Qing Shi
Software Mentions: 1
Published: over 3 years ago

Projects: pypi: StandardScaler

Papers Mentioning StandardScaler 48