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Wyszukujesz frazę ""principal component"" wg kryterium: Temat


Tytuł:
Advancing prostate cancer detection: a comparative analysis of PCLDA-SVM and PCLDA-KNN classifiers for enhanced diagnostic accuracy.
Autorzy:
Dubey P; Electrical and Electronics Engineering, Birla Institute of Technology, Ranchi, Jharkhand, 835215, India. .
Kumar S; Electrical and Electronics Engineering, Birla Institute of Technology, Ranchi, Jharkhand, 835215, India.
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Źródło:
Scientific reports [Sci Rep] 2023 Aug 23; Vol. 13 (1), pp. 13745. Date of Electronic Publication: 2023 Aug 23.
Typ publikacji:
Journal Article
MeSH Terms:
Prostatic Neoplasms*/diagnosis
Principal Component Analysis*/methods
Discriminant Analysis*
Supervised Machine Learning*
Datasets as Topic ; Humans ; Male ; Algorithms
Czasopismo naukowe
Tytuł:
Combined use of principal component analysis/multiple linear regression analysis and artificial neural network to assess the impact of meteorological parameters on fluctuation of selected PM2.5-bound elements.
Autorzy:
Pongpiachan S; NIDA Center for Research & Development of Disaster Prevention & Management, School of Social and Environmental Development, National Institute of Development Administration (NIDA), Bangkok, Thailand.
Wang Q; State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi'an, China.
Apiratikul R; Faculty of Science, Suansunandha Rajabhat, Bangkok, Thailand.
Tipmanee D; Faculty of Technology and Environment, Prince of Songkla University, Phuket, Thailand.
Li L; State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi'an, China.
Xing L; School of Geography and Tourism, Shaanxi Normal University, Xi'an, China.
Mao X; School of Geography and Tourism, Shaanxi Normal University, Xi'an, China.
Li G; State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi'an, China.
Han Y; State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi'an, China.
Cao J; State Key Laboratory of Loess and Quaternary Geology, Institute of Earth Environment, Chinese Academy of Sciences (IEECAS), Xi'an, China.
Surapipith V; National Astronomical Research Institute of Thailand (Public Organization), Chiangmai, Thailand.
Aekakkararungroj A; Asian Disaster Preparedness Center (ADPC), Bangkok, Thailand.
Poshyachinda S; National Astronomical Research Institute of Thailand (Public Organization), Chiangmai, Thailand.
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Źródło:
PloS one [PLoS One] 2024 Mar 20; Vol. 19 (3), pp. e0287187. Date of Electronic Publication: 2024 Mar 20 (Print Publication: 2024).
Typ publikacji:
Journal Article
MeSH Terms:
Air Pollutants*/analysis
Neoplasms*
Humans ; Principal Component Analysis ; Environmental Monitoring ; Thailand ; Dust/analysis ; Regression Analysis ; Particulate Matter/analysis
Czasopismo naukowe
Tytuł:
Predicting health outcomes with intensive longitudinal data collected by mobile health devices: a functional principal component regression approach.
Autorzy:
Yang Q; School of Nursing, Duke University, Durham, USA. .
Jiang M; Eli Lilly and Company, Indianapolis, IN, USA.
Li C; Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA.
Luo S; Biostatistics & Bioinformatics, Duke University, Durham, USA.
Crowley MJ; Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center, Durham, NC, USA.; Division of Endocrinology, Diabetes and Metabolism, Duke University School of Medicine, Durham, NC, USA.
Shaw RJ; School of Nursing, Duke University, Durham, USA.; Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Medical Center, Durham, NC, USA.; Center for Applied Genomics & Precision Medicine, School of Medicine, Duke University, Durham, NC, USA.
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Źródło:
BMC medical research methodology [BMC Med Res Methodol] 2024 Mar 17; Vol. 24 (1), pp. 69. Date of Electronic Publication: 2024 Mar 17.
Typ publikacji:
Journal Article
MeSH Terms:
Diabetes Mellitus, Type 2*/diagnosis
Diabetes Mellitus, Type 2*/therapy
Telemedicine*
p-Chloroamphetamine/*analogs & derivatives
Humans ; Blood Glucose ; Glycated Hemoglobin ; Principal Component Analysis ; Outcome Assessment, Health Care
Czasopismo naukowe
Tytuł:
Dimension reduction and outlier detection of 3-D shapes derived from multi-organ CT images.
Autorzy:
Selle M; Institute of Animal Genomics, University of Veterinary Medicine Hannover, Hannover, Germany. .
Kircher M; Institute of Animal Genomics, University of Veterinary Medicine Hannover, Hannover, Germany.
Schwennen C; Institute for Animal Nutrition, University of Veterinary Medicine Hannover, Hannover, Germany.
Visscher C; Institute for Animal Nutrition, University of Veterinary Medicine Hannover, Hannover, Germany.
Jung K; Institute of Animal Genomics, University of Veterinary Medicine Hannover, Hannover, Germany. .
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Źródło:
BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2024 Feb 14; Vol. 24 (1), pp. 49. Date of Electronic Publication: 2024 Feb 14.
Typ publikacji:
Journal Article
MeSH Terms:
Tomography, X-Ray Computed*
Algorithms*
Humans ; Cluster Analysis ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
HyperVein: A Hyperspectral Image Dataset for Human Vein Detection.
Autorzy:
Ndu H; School of Built Environment, Engineering and Computing, Leeds Beckett University, Leeds LS1 3HE, UK.
Sheikh-Akbari A; School of Built Environment, Engineering and Computing, Leeds Beckett University, Leeds LS1 3HE, UK.
Deng J; School of Built Environment, Engineering and Computing, Leeds Beckett University, Leeds LS1 3HE, UK.
Mporas I; Department of Engineering and Technology, School of Physics, Engineering & Computer Science, University of Hertfordshire, Hatfield AL10 9AB, UK.
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Źródło:
Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Feb 08; Vol. 24 (4). Date of Electronic Publication: 2024 Feb 08.
Typ publikacji:
Journal Article
MeSH Terms:
Image Processing, Computer-Assisted*/methods
Hyperspectral Imaging*
p-Chloroamphetamine/*analogs & derivatives
Humans ; Support Vector Machine ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
Combined Application of Fluorescence Spectroscopy and Principal Component Analysis in Characterisation of Selected Herbhoneys.
Autorzy:
Banaś J; Department of Biotechnology and General Technology of Food, Faculty of Food Technology, University of Agriculture in Kraków, Balicka 122, 30-149 Kraków, Poland.
Banaś M; Department of Power Systems and Environmental Protection Facilities, Faculty of Mechanical Engineering and Robotics, AGH University of Kraków, A. Mickiewicza 30, 30-059 Kraków, Poland.
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Źródło:
Molecules (Basel, Switzerland) [Molecules] 2024 Feb 06; Vol. 29 (4). Date of Electronic Publication: 2024 Feb 06.
Typ publikacji:
Journal Article
MeSH Terms:
Polyphenols*/analysis
Vitamin A*
Spectrometry, Fluorescence/methods ; Principal Component Analysis ; Plant Extracts
Czasopismo naukowe
Tytuł:
Study on a Pig Vocalization Classification Method Based on Multi-Feature Fusion.
Autorzy:
Hou Y; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.; School of Science, China University of Geosciences (Beijing), Beijing 100083, China.
Li Q; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.; National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China.
Wang Z; School of Science, China University of Geosciences (Beijing), Beijing 100083, China.
Liu T; College of Computer and Information Engineering, Tianjin Agricultural University, Tianjin 300384, China.
He Y; College of Computer and Information Engineering, Tianjin Agricultural University, Tianjin 300384, China.
Li H; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
Ren Z; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
Guo X; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
Yang G; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.
Liu Y; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.; National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China.
Yu L; Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China.; National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China.
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Źródło:
Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Jan 05; Vol. 24 (2). Date of Electronic Publication: 2024 Jan 05.
Typ publikacji:
Journal Article
MeSH Terms:
Recognition, Psychology*
Cough*
Swine ; Animals ; Neural Networks, Computer ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
Evaluating the Efficacy of Type 2 Diabetes Polygenic Risk Scores in an Independent European Population.
Autorzy:
Brīvība M; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Atava I; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Pečulis R; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Elbere I; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Ansone L; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Rozenberga M; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Silamiķelis I; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
Kloviņš J; Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia.
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Źródło:
International journal of molecular sciences [Int J Mol Sci] 2024 Jan 17; Vol. 25 (2). Date of Electronic Publication: 2024 Jan 17.
Typ publikacji:
Journal Article
MeSH Terms:
Diabetes Mellitus, Type 2*/genetics
Humans ; Genetic Risk Score ; Genotype ; Odds Ratio ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
Principal Component Analysis (PCA) of Molecular Descriptors for Improving Permeation through the Blood-Brain Barrier of Quercetin Analogues.
Autorzy:
Pavlović N; Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia.
Milošević Sopta N; Accelsiors CRO, Háros Street 103, 1222 Budapest, Hungary.
Mitrović D; Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia.; Accelsiors CRO, Háros Street 103, 1222 Budapest, Hungary.
Zaklan D; Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia.
Tomas Petrović A; Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia.
Stilinović N; Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia.
Vukmirović S; Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, University of Novi Sad, Hajduk Veljkova 3, 21000 Novi Sad, Serbia.
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Źródło:
International journal of molecular sciences [Int J Mol Sci] 2023 Dec 22; Vol. 25 (1). Date of Electronic Publication: 2023 Dec 22.
Typ publikacji:
Journal Article
MeSH Terms:
Blood-Brain Barrier*
Quercetin*/pharmacology
Principal Component Analysis ; Molecular Docking Simulation ; Brain ; Inositol Phosphates
Czasopismo naukowe
Tytuł:
GC-MS Fingerprinting Combined with Chemical Pattern-Recognition Analysis Reveals Novel Chemical Markers of the Medicinal Seahorse.
Autorzy:
Jiang Y; State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Wu H; State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Ho PCL; School of Pharmacy, Monash University Malaysia, Subang Jaya 47500, Malaysia.
Tang X; Chengdu Institute of Food Inspection, Chengdu 610045, China.
Ao H; State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.; Innovative Institute of Chinese Medicine and Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Chen L; State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China.
Cai J; Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu 610075, China.
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Źródło:
Molecules (Basel, Switzerland) [Molecules] 2023 Nov 28; Vol. 28 (23). Date of Electronic Publication: 2023 Nov 28.
Typ publikacji:
Journal Article
MeSH Terms:
Smegmamorpha*
Animals ; Gas Chromatography-Mass Spectrometry ; Myristic Acid ; China ; Cluster Analysis ; Chromatography, High Pressure Liquid/methods ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
Exploring the multidimensional nature of repetitive and restricted behaviors and interests (RRBI) in autism: neuroanatomical correlates and clinical implications.
Autorzy:
Lefebvre A; Fondation Vallée, GHT Paris Sud, Hospital of Child and Adolescent Psychiatry, Gentilly, France. .; UMR 3571 CNRS, Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France. .; UNIACT Neurospin - INSERM UMR 1129, CEA, Saclay, France. .; Department of Adult Psychiatry, Henri Mondor and Albert Chenevier Hospital, Créteil, France. .; Faculty of Medicine, Université Paris-Saclay, Le Kremlin-Bicêtre, France. .
Traut N; Unité de Neuroanatomie Appliquée et Théorique, Institut Pasteur, Paris, France.
Pedoux A; Department of Child and Adolescent Psychiatry, Robert Debré Hospital, APHP, Paris, France.
Maruani A; UMR 3571 CNRS, Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France.; Department of Child and Adolescent Psychiatry, Robert Debré Hospital, APHP, Paris, France.
Beggiato A; UMR 3571 CNRS, Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France.; Department of Child and Adolescent Psychiatry, Robert Debré Hospital, APHP, Paris, France.
Elmaleh M; Department of Pediatric Radiology, Robert-Debré Hospital, APHP, Paris, France.
Germanaud D; UNIACT Neurospin - INSERM UMR 1129, CEA, Saclay, France.; Department of Clinical Genetics, Robert Debré Hospital, APHP, Paris, France.; Center for Research and Interdisciplinarity (CRI), Université Paris Cité, Paris, France.
Amestoy A; Autism Expert Center, Charles Perrens Hospital, Bordeaux, France.; Fondation FondaMental, French National Science Foundation, Créteil, France.
Ly-Le Moal M; Institut Roche, Boulogne-Billancourt, France.
Chatham C; Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland.
Murtagh L; Roche Pharma Research and Early Development, Neuroscience and Rare Diseases, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland.
Bouvard M; Autism Expert Center, Charles Perrens Hospital, Bordeaux, France.; Fondation FondaMental, French National Science Foundation, Créteil, France.
Alisson M; Department of Pediatric Radiology, Robert-Debré Hospital, APHP, Paris, France.
Leboyer M; Fondation FondaMental, French National Science Foundation, Créteil, France.; Institut National de la Santé et de la Recherche Médicale (INSERM), U955, Institut Mondor de Recherche Biomédicale, Psychiatrie Translationnelle, Créteil, France.
Bourgeron T; UMR 3571 CNRS, Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France.; Université Paris Cité, Paris, France.
Toro R; Unité de Neuroanatomie Appliquée et Théorique, Institut Pasteur, Paris, France.
Dumas G; Department of Psychiatry, Université de Montreal, CHU Ste Justine Hospital, Montreal, QC, Canada.
Moreau C; UMR 3571 CNRS, Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France.; Imaging Genetics Center, Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, Los Angeles, CA, USA.
Delorme R; Fondation Vallée, GHT Paris Sud, Hospital of Child and Adolescent Psychiatry, Gentilly, France.; UMR 3571 CNRS, Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France.; Fondation FondaMental, French National Science Foundation, Créteil, France.; Université Paris Cité, Paris, France.
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Źródło:
Molecular autism [Mol Autism] 2023 Nov 27; Vol. 14 (1), pp. 45. Date of Electronic Publication: 2023 Nov 27.
Typ publikacji:
Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms:
Autistic Disorder*/diagnostic imaging
Autism Spectrum Disorder*/diagnosis
Humans ; Neuroanatomy ; Magnetic Resonance Imaging ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
Phylogenetic structure of body shape in a diverse inland ichthyofauna.
Autorzy:
Torgersen KT; Department of Biology, University of Louisiana, Lafayette, USA. .
Bouton BJ; Department of Biology, University of Louisiana, Lafayette, USA.
Hebert AR; Department of Biology, University of Louisiana, Lafayette, USA.
Kleyla NJ; Department of Biology, University of Louisiana, Lafayette, USA.
Plasencia X 2nd; Department of Biology, University of Louisiana, Lafayette, USA.
Rolfe GL; Department of Biology, University of Louisiana, Lafayette, USA.
Tagliacollo VA; Federal University of Uberlândia, Uberlândia, Minas Gerais, 38400-902, Brazil.
Albert JS; Department of Biology, University of Louisiana, Lafayette, USA.
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Źródło:
Scientific reports [Sci Rep] 2023 Nov 25; Vol. 13 (1), pp. 20758. Date of Electronic Publication: 2023 Nov 25.
Typ publikacji:
Journal Article
MeSH Terms:
Somatotypes*
Fishes*
Animals ; Phylogeny ; Body Weights and Measures ; Principal Component Analysis ; Biological Evolution
Czasopismo naukowe
Tytuł:
Clustering Methods for Vibro-Acoustic Sensing Features as a Potential Approach to Tissue Characterisation in Robot-Assisted Interventions.
Autorzy:
Urrutia R; Instituto de Acústica, Facultad de Ciencias de la Ingeniería, Universidad Austral de Chile, Valdivia 5111187, Chile.; Audio Mining Laboratory (AuMiLab), Instituto de Acústica, Universidad Austral de Chile, Valdivia 5111187, Chile.
Espejo D; Audio Mining Laboratory (AuMiLab), Instituto de Acústica, Universidad Austral de Chile, Valdivia 5111187, Chile.
Evens N; Instituto de Anatomia, Histologia y Patologia, Facultad de Medicina, Universidad Austral de Chile, Valdivia 5111187, Chile.
Guerra M; Instituto de Anatomia, Histologia y Patologia, Facultad de Medicina, Universidad Austral de Chile, Valdivia 5111187, Chile.
Sühn T; Department of Orthopaedic Surgery, Otto-von-Guericke University Magdeburg, 39120 Magdeburg, Germany.; SURAG Medical GmbH, 39118 Magdeburg, Germany.
Boese A; INKA Innovation Laboratory for Image Guided Therapy, Otto-von-Guericke University Magdeburg, 39120 Magdeburg, Germany.
Hansen C; Research Campus STIMULATE, Otto-von-Guericke University Magdeburg, 39106 Magdeburg, Germany.
Fuentealba P; Instituto de Electricidad y Electrónica, Facultad de Ciencias de la Ingeniería, Universidad Austral de Chile, Valdivia 5111187, Chile.
Illanes A; SURAG Medical GmbH, 39118 Magdeburg, Germany.
Poblete V; Instituto de Acústica, Facultad de Ciencias de la Ingeniería, Universidad Austral de Chile, Valdivia 5111187, Chile.; Audio Mining Laboratory (AuMiLab), Instituto de Acústica, Universidad Austral de Chile, Valdivia 5111187, Chile.
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Źródło:
Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Nov 21; Vol. 23 (23). Date of Electronic Publication: 2023 Nov 21.
Typ publikacji:
Journal Article
MeSH Terms:
Robotics*
Algorithms ; Acoustics ; Cluster Analysis ; Principal Component Analysis
Czasopismo naukowe
Tytuł:
Physico-Chemical Properties and Principal Component Analysis of Biobased Thermosets Developed with Different Batches of Industrial Humins.
Autorzy:
Dinu R; University Côte d'Azur, Institute of Chemistry of Nice, 28, Avenue Valrose, 06108, Nice Cedex 2, France.
Gaysinski M; University Côte d'Azur, Institute of Chemistry of Nice, 28, Avenue Valrose, 06108, Nice Cedex 2, France.
de Jong E; Avantium N.V., Zekeringstraat 29, 1014 BV, Amsterdam (The, Netherlands.
Mija A; University Côte d'Azur, Institute of Chemistry of Nice, 28, Avenue Valrose, 06108, Nice Cedex 2, France.
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Źródło:
ChemPlusChem [Chempluschem] 2022 Jul; Vol. 87 (7), pp. e202200067. Date of Electronic Publication: 2022 May 03.
Typ publikacji:
Journal Article; Research Support, Non-U.S. Gov't
MeSH Terms:
Principal Component Analysis*
Polymerization
Czasopismo naukowe
Tytuł:
Auxiliary Reference Samples for Extrapolating Spectral Reflectance from Camera RGB Signals.
Autorzy:
Wen YC; Department of Electrophysics, National Yang Ming Chiao Tung University, No. 1001 University Road, Hsinchu 300, Taiwan.
Wen S; Department of Electrical Engineering, Yuan Ze University, No. 135 Yuan-Tung Road, Taoyuan 320, Taiwan.
Hsu L; Department of Electrophysics, National Yang Ming Chiao Tung University, No. 1001 University Road, Hsinchu 300, Taiwan.
Chi S; Department of Photonics, National Yang Ming Chiao Tung University, No. 1001 University Road, Hsinchu 300, Taiwan.
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Źródło:
Sensors (Basel, Switzerland) [Sensors (Basel)] 2022 Jun 29; Vol. 22 (13). Date of Electronic Publication: 2022 Jun 29.
Typ publikacji:
Journal Article
MeSH Terms:
Principal Component Analysis*
Czasopismo naukowe
Tytuł:
Functional principal component analysis and sparse-group LASSO to identify associations between biomarker trajectories and mortality among hospitalized SARS-CoV-2 infected individuals.
Autorzy:
Cao T; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA. tingyi_.
Reeder HT; Biostatistics, Massachusetts General Hospital, Boston, MA, USA.; Department of Medicine, Harvard Medical School, Boston, MA, USA.
Foulkes AS; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.; Biostatistics, Massachusetts General Hospital, Boston, MA, USA.; Department of Medicine, Harvard Medical School, Boston, MA, USA.
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Źródło:
BMC medical research methodology [BMC Med Res Methodol] 2023 Oct 28; Vol. 23 (1), pp. 254. Date of Electronic Publication: 2023 Oct 28.
Typ publikacji:
Journal Article; Research Support, N.I.H., Extramural
MeSH Terms:
SARS-CoV-2*
COVID-19*
Male ; Humans ; Female ; Retrospective Studies ; Principal Component Analysis ; Hospitalization ; Biomarkers
Czasopismo naukowe
Tytuł:
U.S. Adolescent Rest-Activity patterns: insights from functional principal component analysis (NHANES 2011-2014).
Autorzy:
Yeung CHC; Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, 1200 Pressler St., Houston, TX, USA.
Lu J; Department of Biostatistics and Data Science, School of Public Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.; Center for Spatial‑Temporal Modeling for Applications in Population Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.
Soltero EG; United States Department of Agriculture/Agricultural Research Services Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, 77030, USA.
Bauer C; Department of Biostatistics and Data Science, School of Public Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA. .; Center for Spatial‑Temporal Modeling for Applications in Population Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA. .
Xiao Q; Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, 1200 Pressler St., Houston, TX, USA. .; Center for Spatial‑Temporal Modeling for Applications in Population Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA. .
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Źródło:
The international journal of behavioral nutrition and physical activity [Int J Behav Nutr Phys Act] 2023 Oct 13; Vol. 20 (1), pp. 125. Date of Electronic Publication: 2023 Oct 13.
Typ publikacji:
Journal Article; Research Support, N.I.H., Extramural
MeSH Terms:
Ethnicity*
Male ; Female ; Humans ; Adolescent ; United States ; Nutrition Surveys ; Cross-Sectional Studies ; Principal Component Analysis ; Socioeconomic Factors
Czasopismo naukowe
Tytuł:
Evaluation of Internet-based pharmaceutical care effect on young and middle-aged patients with hypertension by the principal component analysis and the Markov cohort during COVID-19 pandemic.
Autorzy:
Li X; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.; Yunnan Provincial Key Laboratory of Pharmacology, Kunming Medical University, Kunming, China.
Xu W; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Mo X; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Wu F; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Qu M; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Ye J; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Wu W; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Li H; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China.
Li T; Department of Pharmacy, Fuwai Yunnan Cardiovascular Hospital, Shahe North Road, Yunnan Province, 650000, Kunming, China. .
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Źródło:
Health and quality of life outcomes [Health Qual Life Outcomes] 2023 Aug 18; Vol. 21 (1), pp. 92. Date of Electronic Publication: 2023 Aug 18.
Typ publikacji:
Journal Article
MeSH Terms:
COVID-19*/epidemiology
Hypertension*/drug therapy
Middle Aged ; Humans ; Principal Component Analysis ; Pandemics ; Reproducibility of Results ; Quality of Life ; Internet
Czasopismo naukowe
Tytuł:
Utilizing principal component analysis in the identification of clinically relevant changes in patient HLA single antigen bead solid phase testing patterns.
Autorzy:
Cornaby C; Histocompatibility & Diagnostic Immunology Laboratory, Children's Hospital of Los Angeles, Los Angeles, California, United States of America.; Department of Pathology and Laboratory Medicine, University of Southern California Keck School of Medicine, Los Angeles, California, United States of America.
Weimer ET; Molecular Immunology Laboratory, McLendon Clinical Laboratories, UNC Health, Chapel Hill, North Carolina, United States of America.; Department of Pathology & Laboratory Medicine, the University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, United States of America.
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Źródło:
PloS one [PLoS One] 2023 Oct 26; Vol. 18 (10), pp. e0288743. Date of Electronic Publication: 2023 Oct 26 (Print Publication: 2023).
Typ publikacji:
Journal Article
MeSH Terms:
Kidney Transplantation*/methods
Organ Transplantation*
Humans ; Principal Component Analysis ; Isoantibodies ; Graft Rejection ; HLA Antigens ; Histocompatibility Testing/methods
Czasopismo naukowe
Tytuł:
Principal Component Analysis of Alternative Splicing Profiles Revealed by Long-Read ONT Sequencing in Human Liver Tissue and Hepatocyte-Derived HepG2 and Huh7 Cell Lines.
Autorzy:
Sarygina E; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Kozlova A; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Deinichenko K; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Radko S; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Ptitsyn K; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Khmeleva S; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Kurbatov LK; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Spirin P; Department of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Vavilova 32, 119991 Moscow, Russia.
Prassolov VS; Department of Cancer Cell Biology, Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Vavilova 32, 119991 Moscow, Russia.
Ilgisonis E; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Lisitsa A; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
Ponomarenko E; Institute of Biomedical Chemistry, Pogodinskaya Street 10, 119121 Moscow, Russia.
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Źródło:
International journal of molecular sciences [Int J Mol Sci] 2023 Oct 24; Vol. 24 (21). Date of Electronic Publication: 2023 Oct 24.
Typ publikacji:
Journal Article
MeSH Terms:
Alternative Splicing*
High-Throughput Nucleotide Sequencing*/methods
Humans ; Principal Component Analysis ; Gene Expression Profiling/methods ; Transcriptome ; Sequence Analysis, RNA/methods ; Liver ; Protein Isoforms/genetics ; Hepatocytes ; Cell Line
Czasopismo naukowe

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