Suchergebnisse - "Prediction algorithms"

Measured and predicted energy expenditure among patients with distal bowel cancer: Results from the GAIN-project.

Autoren: Beichmann B Sollerud EP Warmbrodt NS et al.

Quelle: Clinical nutrition (Edinburgh, Scotland) [Clin Nutr] 2025 Oct; Vol. 53, pp. 88-98. Date of Electronic Publication: 2025 Aug 22.

Publikationsart: Comparative Study; Journal Article

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: England NLM ID: 8309603 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-1983 (Electronic) Linking ISSN: 02615614 NLM ISO Abbreviation: Clin Nutr Subsets: MEDLINE

MeSH-Schlagworte: Energy Metabolism*/physiology , Colorectal Neoplasms*/metabolism , Colorectal Neoplasms*/physiopathology , Calorimetry, Indirect*/methods , Calorimetry, Indirect*/statistics & numerical data , Prediction Algorithms*, Cross-Sectional Studies ; Exercise ; Body Mass Index ; Humans ; Male ; Female ; Middle Aged ; Aged ; Reproducibility of Results

Predicting cancer mortality using machine learning methods: a global vs. Iran analysis.

Autoren: Sadeghi H Seif F

Quelle: BMC cancer [BMC Cancer] 2025 Aug 18; Vol. 25 (1), pp. 1329. Date of Electronic Publication: 2025 Aug 18.

Publikationsart: Comparative Study; Journal Article

Info zur Zeitschrift: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE

MeSH-Schlagworte: Global Health*/statistics & numerical data , Neoplasms*/mortality , Machine Learning*/statistics & numerical data , Prediction Algorithms*, Iran/epidemiology ; Datasets as Topic ; Registries ; Boosting Machine Learning Algorithms ; Random Forest ; Support Vector Machine ; Humans

Application of IRSA-BP neural network in diagnosing diabetes.

Autoren: Zhang WH Zhang ZX

Quelle: PloS one [PLoS One] 2025 Jun 25; Vol. 20 (6), pp. e0324759. Date of Electronic Publication: 2025 Jun 25 (Print Publication: 2025).

Publikationsart: Comparative Study; Evaluation Study; Journal Article

Info zur Zeitschrift: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH-Schlagworte: Diabetes Mellitus*/diagnosis , Neural Networks, Computer* , Diagnosis, Computer-Assisted*/methods , Prediction Algorithms*, Datasets as Topic ; Humans ; Female ; Pregnancy ; Young Adult ; Adult ; Predictive Value of Tests

Development and validation of prediction algorithm to identify tuberculosis in two large California health systems.

Autoren: Fischer H Qian L Li Z et al.

Quelle: Nature communications [Nat Commun] 2025 Apr 10; Vol. 16 (1), pp. 3385. Date of Electronic Publication: 2025 Apr 10.

Publikationsart: Journal Article; Validation Study

Info zur Zeitschrift: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE

MeSH-Schlagworte: Regional Health Planning* , Tuberculosis*/diagnosis , Tuberculosis*/epidemiology , Prediction Algorithms*, Humans ; Male ; Female ; Adolescent ; Young Adult ; Adult ; Middle Aged ; Aged ; California/epidemiology ; Mass Screening ; Risk Factors ; Electronic Health Records ; Datasets as Topic

Arterial vascular complications predictive score in extrasystolic arrhythmia "EX-prognosis".

Autoren: Germanova O Galati G Germanov A et al.

Quelle: Minerva cardiology and angiology [Minerva Cardiol Angiol] 2025 Feb; Vol. 73 (1), pp. 86-94. Date of Electronic Publication: 2024 Oct 08.

Publikationsart: Journal Article; Observational Study

Info zur Zeitschrift: Publisher: Minerva medica Country of Publication: Italy NLM ID: 101776555 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2724-5772 (Electronic) Linking ISSN: 27245683 NLM ISO Abbreviation: Minerva Cardiol Angiol Subsets: MEDLINE

MeSH-Schlagworte: Cardiac Complexes, Premature*/complications , Models, Cardiovascular* , Prediction Algorithms* , Vascular Diseases*/etiology, Aged ; Female ; Middle Aged ; Prospective Studies ; Humans ; Male

Development of a Prognostic Risk Model Based on Oxidative Stress-related Genes for Platinum-resistant Ovarian Cancer Patients.

Autoren: Su H Hou Y Zhu D et al.

Quelle: Recent patents on anti-cancer drug discovery [Recent Pat Anticancer Drug Discov] 2025; Vol. 20 (1), pp. 89-101.

Publikationsart: Evaluation Study; Journal Article

Info zur Zeitschrift: Publisher: Bentham Science Publishers Country of Publication: United Arab Emirates NLM ID: 101266081 Publication Model: Print Cited Medium: Internet ISSN: 2212-3970 (Electronic) Linking ISSN: 15748928 NLM ISO Abbreviation: Recent Pat Anticancer Drug Discov Subsets: MEDLINE

MeSH-Schlagworte: Ovarian Neoplasms*/drug therapy , Ovarian Neoplasms*/genetics , Gene Expression Profiling*/methods , Prediction Algorithms* , Oxidative Stress*/genetics , Genetic Risk Score* , Drug Resistance, Neoplasm*/genetics, Humans ; Female ; Proportional Hazards Models ; Machine Learning ; Platinum Compounds/adverse effects ; Antineoplastic Agents/adverse effects

Adverse Short-Term Cardiometabolic Outcomes in Psychosis Early Intervention Services: Which Risk Prediction Algorithm?

Autoren: Hughes J Asok AM Lim MF et al.

Quelle: Early intervention in psychiatry [Early Interv Psychiatry] 2025 Dec; Vol. 19 (12), pp. e70116.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Wiley-Blackwell Country of Publication: Australia NLM ID: 101320027 Publication Model: Print Cited Medium: Internet ISSN: 1751-7893 (Electronic) Linking ISSN: 17517885 NLM ISO Abbreviation: Early Interv Psychiatry Subsets: MEDLINE

MeSH-Schlagworte: Psychotic Disorders*/complications , Psychotic Disorders*/therapy , Algorithms* , Early Medical Intervention* , Cardiometabolic Risk Factors*, Humans ; Adult ; Male ; Female ; Adolescent ; Young Adult ; Middle Aged ; Risk Assessment/methods ; Aged ; Prediction Algorithms

Real-world validation of a bleeding prediction algorithm in levonorgestrel intrauterine device users using the MyIUS mobile app.

Autoren: Vieira CS Eggebrecht L Milhoranca IA et al.

Quelle: Contraception [Contraception] 2025 Dec; Vol. 152, pp. 111201. Date of Electronic Publication: 2025 Sep 04.

Publikationsart: Journal Article; Observational Study; Validation Study; Multicenter Study

Info zur Zeitschrift: Publisher: Elsevier Country of Publication: United States NLM ID: 0234361 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0518 (Electronic) Linking ISSN: 00107824 NLM ISO Abbreviation: Contraception Subsets: MEDLINE

MeSH-Schlagworte: Levonorgestrel*/administration & dosage , Levonorgestrel*/adverse effects , Mobile Applications* , Intrauterine Devices, Medicated*/adverse effects , Algorithms* , Contraceptive Agents, Female*/administration & dosage , Contraceptive Agents, Female*/adverse effects , Metrorrhagia*, Humans ; Female ; Adult ; Young Adult ; Adolescent ; Amenorrhea/chemically induced ; Middle Aged ; Prediction Algorithms

Prevalence of retinopathy of prematurity in African preterm infants and evaluation of the accuracy of the WINROP predictive algorithm: an observational clinical study.

Autoren: Amouzou D Ademola-Popoola DS Obajolowo TS et al.

Quelle: BMC ophthalmology [BMC Ophthalmol] 2025 Nov 27; Vol. 25 (1), pp. 673. Date of Electronic Publication: 2025 Nov 27.

Publikationsart: Journal Article; Observational Study

Info zur Zeitschrift: Publisher: BioMed Central Country of Publication: England NLM ID: 100967802 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2415 (Electronic) Linking ISSN: 14712415 NLM ISO Abbreviation: BMC Ophthalmol Subsets: MEDLINE

MeSH-Schlagworte: Retinopathy of Prematurity*/epidemiology , Retinopathy of Prematurity*/diagnosis , Algorithms* , Neonatal Screening*/methods, Humans ; Infant, Newborn ; Infant, Premature ; Female ; Prevalence ; Male ; Gestational Age ; Birth Weight ; Predictive Value of Tests ; Intensive Care Units, Neonatal ; Prediction Algorithms

Multivariate analysis of determinants and development of a predictive algorithm for successful labor induction in nulliparous women.

Autoren: Wei N Wang Z

Quelle: BMC pregnancy and childbirth [BMC Pregnancy Childbirth] 2025 Nov 14; Vol. 25 (1), pp. 1207. Date of Electronic Publication: 2025 Nov 14.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: BioMed Central Country of Publication: England NLM ID: 100967799 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2393 (Electronic) Linking ISSN: 14712393 NLM ISO Abbreviation: BMC Pregnancy Childbirth Subsets: MEDLINE

MeSH-Schlagworte: Labor, Induced*/methods , Labor, Induced*/statistics & numerical data , Algorithms*, Humans ; Female ; Pregnancy ; Retrospective Studies ; Adult ; Parity ; Nomograms ; Multivariate Analysis ; Cervix Uteri/diagnostic imaging ; ROC Curve ; Cervical Length Measurement ; Cervical Ripening ; Prediction Algorithms

A personalized federated learning-based glucose prediction algorithm for high-risk glycemic excursion regions in type 1 diabetes.

Autoren: Darpit D Vyas K Jayagopal JK et al.

Quelle: Scientific reports [Sci Rep] 2025 Nov 03; Vol. 15 (1), pp. 38376. Date of Electronic Publication: 2025 Nov 03.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH-Schlagworte: Blood Glucose*/analysis , Diabetes Mellitus, Type 1*/blood , Algorithms* , Machine Learning* , Blood Glucose Self-Monitoring*/methods, Humans ; Hypoglycemia/blood ; Hypoglycemia/diagnosis ; Female ; Hyperglycemia/diagnosis ; Hyperglycemia/blood ; Male ; Adult ; Prediction Algorithms ; Federated Learning

[Research on type 2 diabetes prediction algorithm based on photoplethysmography].

Autoren: Hu M Wu Q Cao Y et al.

Quelle: Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi [Sheng Wu Yi Xue Gong Cheng Xue Za Zhi] 2025 Oct 25; Vol. 42 (5), pp. 1005-1011.

Publikationsart: English Abstract; Journal Article

Info zur Zeitschrift: Publisher: Sichuan Sheng sheng wu yi xue gong cheng xue hui Country of Publication: China NLM ID: 9426398 Publication Model: Print Cited Medium: Print ISSN: 1001-5515 (Print) Linking ISSN: 10015515 NLM ISO Abbreviation: Sheng Wu Yi Xue Gong Cheng Xue Za Zhi Subsets: MEDLINE

MeSH-Schlagworte: Photoplethysmography*/methods , Diabetes Mellitus, Type 2*/diagnosis , Algorithms*, Humans ; Neural Networks, Computer ; Signal Processing, Computer-Assisted ; Prediction Algorithms

Development and validation of a risk prediction algorithm for high-risk populations combining genetic and conventional risk factors of cardiovascular disease.

Autoren: Puusepp T Põld A Milani L et al.

Körperschaften: Puusepp T Põld A Milani L et al.

Quelle: PloS one [PLoS One] 2025 Oct 21; Vol. 20 (10), pp. e0335064. Date of Electronic Publication: 2025 Oct 21 (Print Publication: 2025).

Publikationsart: Journal Article; Validation Study

Info zur Zeitschrift: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH-Schlagworte: Cardiovascular Diseases*/genetics , Cardiovascular Diseases*/epidemiology , Algorithms*, Humans ; Male ; Middle Aged ; Female ; Adult ; Risk Assessment/methods ; Aged ; Risk Factors ; Proportional Hazards Models ; Estonia/epidemiology ; Genetic Predisposition to Disease ; Heart Disease Risk Factors ; Prediction Algorithms

Supervised machine learning-based bias risk of prognostic models for total knee or hip arthroplasty patients: A systematic review.

Autoren: Zhang H Jiang L Zheng J et al.

Quelle: Medicine [Medicine (Baltimore)] 2025 Oct 17; Vol. 104 (42), pp. e45230.

Publikationsart: Journal Article; Systematic Review

Info zur Zeitschrift: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH-Schlagworte: Predictive Learning Models*/standards , Arthroplasty, Replacement, Knee*/statistics & numerical data , Arthroplasty, Replacement, Hip*/statistics & numerical data , Supervised Machine Learning*/standards, Humans ; Prognosis ; Prediction Algorithms ; Risk Assessment/methods ; Risk Assessment/standards ; Software Validation ; Bias

Artificial intelligence-driven body composition analysis enhances chemotherapy toxicity prediction in colorectal cancer.

Autoren: Liu YZ Su PF Tai AS et al.

Quelle: Clinical nutrition ESPEN [Clin Nutr ESPEN] 2025 Oct; Vol. 69, pp. 696-702. Date of Electronic Publication: 2025 Aug 11.

Publikationsart: Evaluation Study; Journal Article

Info zur Zeitschrift: Publisher: Elsevier Ltd Country of Publication: England NLM ID: 101654592 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2405-4577 (Electronic) Linking ISSN: 24054577 NLM ISO Abbreviation: Clin Nutr ESPEN Subsets: MEDLINE

MeSH-Schlagworte: Colorectal Neoplasms*/diagnostic imaging , Colorectal Neoplasms*/drug therapy , Colorectal Neoplasms*/physiopathology , Drug-Related Side Effects and Adverse Reactions*/diagnosis , Drug-Related Side Effects and Adverse Reactions*/etiology , Drug-Related Side Effects and Adverse Reactions*/prevention & control , Body Composition*/drug effects , Antineoplastic Combined Chemotherapy Protocols*/administration & dosage , Antineoplastic Combined Chemotherapy Protocols*/adverse effects , Artificial Intelligence*, Retrospective Studies ; Mediation Analysis ; Lumbar Vertebrae/diagnostic imaging ; Tomography, X-Ray Computed ; Oxaliplatin/administration & dosage ; Oxaliplatin/adverse effects ; Antineoplastic Agents/administration & dosage ; Antineoplastic Agents/adverse effects ; Muscle, Skeletal/diagnostic imaging ; Adipose Tissue/diagnostic imaging ; Maximum Tolerated Dose ; Dose-Response Relationship, Drug ; Drug Tolerance ; Prediction Algorithms ; Predictive Value of Tests ; Clinical Decision-Making/methods ; Humans ; Male ; Female ; Middle Aged ; Aged

Utilizing electronic health record pre-consultation data to create a predictive algorithm for diagnosis of chronic pediatric rheumatic conditions.

Autoren: Lauer KR Driest K Pratt LR et al.

Quelle: Clinical rheumatology [Clin Rheumatol] 2025 Oct; Vol. 44 (10), pp. 4203-4214. Date of Electronic Publication: 2025 Aug 16.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Springer Country of Publication: Germany NLM ID: 8211469 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1434-9949 (Electronic) Linking ISSN: 07703198 NLM ISO Abbreviation: Clin Rheumatol Subsets: MEDLINE

MeSH-Schlagworte: Electronic Health Records* , Algorithms* , Rheumatic Diseases*/diagnosis , Lupus Erythematosus, Systemic*/diagnosis, Humans ; Female ; Child ; Retrospective Studies ; Male ; Adolescent ; Referral and Consultation ; Chronic Disease ; Rheumatology ; Prediction Algorithms

Blood Glucose Prediction Algorithms Require Clinically Relevant Performance Criteria Beyond Accuracy.

Autoren: Wolff MK Schaathun HG Gros S et al.

Quelle: Diabetes technology & therapeutics [Diabetes Technol Ther] 2025 Oct; Vol. 27 (10), pp. 858-870. Date of Electronic Publication: 2025 Apr 29.

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 100889084 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8593 (Electronic) Linking ISSN: 15209156 NLM ISO Abbreviation: Diabetes Technol Ther Subsets: MEDLINE

MeSH-Schlagworte: Blood Glucose*/analysis , Algorithms* , Diabetes Mellitus*/blood, Humans ; Blood Glucose Self-Monitoring ; Hypoglycemia ; Hyperglycemia/blood ; Prediction Algorithms

Prediction of the risk of mortality in older patients with coronavirus disease 2019 using blood markers and machine learning.

Autoren: Zhu L Yao Y

Quelle: Frontiers in immunology [Front Immunol] 2024 Nov 01; Vol. 15, pp. 1445618. Date of Electronic Publication: 2024 Nov 01 (Print Publication: 2024).

Publikationsart: Evaluation Study; Journal Article

Info zur Zeitschrift: Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101560960 Publication Model: eCollection Cited Medium: Internet ISSN: 1664-3224 (Electronic) Linking ISSN: 16643224 NLM ISO Abbreviation: Front Immunol Subsets: MEDLINE

MeSH-Schlagworte: COVID-19*/blood , COVID-19*/mortality , Machine Learning* , Prediction Algorithms* , Leukocyte Count*/methods , Leukocyte Count*/statistics & numerical data, China/epidemiology ; SARS-CoV-2 ; Predictive Value of Tests ; Regression Analysis ; Area Under Curve ; Biomarkers/blood ; Neutrophils ; Monocytes ; Lymphocytes ; C-Reactive Protein/analysis ; Interleukin-6/blood ; Bayes Theorem ; Humans ; Male ; Female ; Aged ; Aged, 80 and over

Methods of Calculating Prediction Error Variance and Prediction Accuracy for Restricted Best Linear Unbiased Prediction of Breeding Values.

Autoren: Satoh, Masahiro¹ (AUTHOR) masahiro.satoh.d5@tohoku.ac.jp

Quelle: Journal of Animal Breeding & Genetics. Jul2025, Vol. 142 Issue 4, p363-372. 10p.

Schlagworte: Prediction algorithms, Estimation theory, Statistical models, Mathematical statistics, Statistical measurement, Heritability, Selection bias (Statistics), Phenotypes

Clinical multi-dimensional prognostic nomogram for predicting the efficacy of immunotherapy in NSCLC.

Autoren: Zhao Q Zhong X Wang X et al.

Quelle: Scientific reports [Sci Rep] 2024 Sep 13; Vol. 14 (1), pp. 21380. Date of Electronic Publication: 2024 Sep 13.

Publikationsart: Evaluation Study; Journal Article

Info zur Zeitschrift: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH-Schlagworte: Carcinoma, Non-Small-Cell Lung*/diagnostic imaging , Carcinoma, Non-Small-Cell Lung*/mortality , Carcinoma, Non-Small-Cell Lung*/therapy , Lung Neoplasms*/diagnostic imaging , Lung Neoplasms*/mortality , Lung Neoplasms*/therapy , Nomograms* , Prediction Algorithms* , Immunotherapy*/methods , Immunotherapy*/mortality, Retrospective Studies ; Humans ; Male ; Female ; Adult ; Middle Aged ; Aged ; Aged, 80 and over ; Predictive Value of Tests ; Treatment Outcome ; Tomography, X-Ray Computed/statistics & numerical data ; Radiomics ; Immunohistochemistry/methods ; Immunohistochemistry/statistics & numerical data ; Lung/diagnostic imaging ; Lung/pathology ; Proportional Hazards Models ; Area Under Curve