Search Results - Machine Learning Algorithm

Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning

Authors: Salwa Rabbi Nishat, T. Barua, Shaibal Ahmed, Mobyen Uddin, Dr et al.

Source: IEEE Access. 14:6310-6325

Subject Terms: genetic algorithm, lifelong learning, Lifelong machine learning, random forest

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-75632
https://doi.org/10.1109/ACCESS.2026.3651601

Multispectral airborne laser scanning for tree species classification: A benchmark of machine learning and deep learning algorithms

Authors: de Paula Pires, Raul Valbuena, Ruben Sveriges lantbruksuniversitet, Originator

Contributors: de Paula Pires, Raul Valbuena, Ruben Sveriges lantbruksuniversitet, Originator

Source: ISPRS Journal of Photogrammetry and Remote Sensing. 233:278-309

Subject Terms: Earth Observation, Jordobservationsteknik

Access URL: https://res.slu.se/id/publ/146529
https://pub.epsilon.slu.se/id/eprint/39750/contents

Performance of machine learning algorithms in predicting the need for surgical fixation in pediatric craniomaxillofacial trauma

Authors: B. Thornton K. Patel B. Ma et al.

Source: International Journal of Oral and Maxillofacial Surgery. 55:222-230

Subject Terms: Male, Skull Fractures, Adolescent, Infant, Machine Learning, Fracture Fixation, Child, Preschool, Humans, Female, Maxillofacial Injuries, Triage, Child, Algorithms, Retrospective Studies

Access URL: https://pubmed.ncbi.nlm.nih.gov/41111021

Deep Learning Denoising Algorithm for Improved Assessment of Coronary Arteries in Transcatheter Aortic Valve Implantation CT Imaging

Authors: Ludovica R M, Lanzafame Sebastian, Steinmetz Tommaso, D'Angelo et al.

Source: Academic Radiology. 33:430-441

Subject Terms: Male, Aged, 80 and over, Aortic Valve Stenosis, Signal-To-Noise Ratio, Coronary Angiography, Coronary Vessels, Sensitivity and Specificity, Transcatheter Aortic Valve Replacement, Deep Learning, Humans, Radiographic Image Interpretation, Computer-Assisted, Female, Tomography, X-Ray Computed, Algorithms, Retrospective Studies, Aged

Access URL: https://pubmed.ncbi.nlm.nih.gov/41206269

Sustainable Selection of Machine Learning Algorithm for Gender-bias Attenuated Prediction

Authors: Orbay, Raik Wikner, Evelina

Source: IEEE Open Journal of Vehicular Technology. 6:348-358

Subject Terms: Feature engineering, Energy consumption, Battery electric vehicles, Unsupervised/supervised learning, Driving style classification, Machine learning

File Description: electronic

Access URL: https://research.chalmers.se/publication/543996
https://research.chalmers.se/publication/543996/file/543996_Fulltext.pdf

Enhanced IoT-Based Face Mask Detection Framework Using Optimized Deep Learning Models: A Hybrid Approach With Adaptive Algorithms

Authors: Dubey, Parul Dubey, Pushkar Iwendi, Celestine et al.

Source: IEEE Access. 13:17325-17339

Subject Terms: deep learning, face mask detection, Hybrid Flame-Sailfish Optimization, IoT-enabled devices, ResNet50

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-46505
https://doi.org/10.1109/access.2025.3532764

Estudo e parametrização de uma linha de trituração utilizando algoritmos de Machine Learning

Study and parameterization of a crushing line using Machine Learning algorithms

Authors: PEREIRA, ANA LÚCIA DIAS Ferreira, Carlos Manuel Abreu Gomes REPOSITÓRIO P.PORTO

Contributors: PEREIRA, ANA LÚCIA DIAS Ferreira, Carlos Manuel Abreu Gomes REPOSITÓRIO P.PORTO

Source: urn:tid:204032687

Subject Terms: Machine Learning, SCADA, cortiça, otimização da produção, SHAP, Industry 4.0, Indústria 4.0, Cork, Production optimization

File Description: application/pdf

Availability: http://hdl.handle.net/10400.22/30778

Development of a Machine Learning Algorithm-Based Predictive Model for Physical Activity Levels in Lung Cancer Survivors: A Cross-Sectional Study.

Authors: Ma Q Wang R Mo M et al.

Source: Journal of clinical nursing [J Clin Nurs] 2026 Feb; Vol. 35 (2), pp. 719-728. Date of Electronic Publication: 2025 Jul 08.

Publication Type: Journal Article

Journal Info: Publisher: Blackwell Scientific Publications Country of Publication: England NLM ID: 9207302 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2702 (Electronic) Linking ISSN: 09621067 NLM ISO Abbreviation: J Clin Nurs Subsets: MEDLINE

MeSH Terms: Lung Neoplasms*/physiopathology , Lung Neoplasms*/psychology , Cancer Survivors*/psychology , Machine Learning* , Exercise* , Algorithms* , Survivors*, Humans ; Cross-Sectional Studies ; Male ; Female ; Middle Aged ; China ; Aged ; Surveys and Questionnaires ; Adult

Differentiating Type 1 and Type 2 myocardial infarction using a machine learning algorithm and biomarkers

Authors: Anna, Snavely Laurel, Jackson Christian John, Hunter et al.

Source: The American Journal of Emergency Medicine. 98:50-56

Subject Terms: Male, Galectin 3, Troponin I, Myocardial Infarction, Middle Aged, Peptide Fragments, Machine Learning, Diagnosis, Differential, ROC Curve, Natriuretic Peptide, Brain, Humans, Female, Prospective Studies, Biomarkers, Algorithms, Aged

Access URL: https://pubmed.ncbi.nlm.nih.gov/40834835

Screening and selection of a machine learning algorithm for development of a model to select cows for clinical examination using data from automated health monitoring technologies and other predictors of cow health

Authors: M.M. Perez E. Cabrera C. Rial et al.

Source: Journal of Dairy Science. 108:13720-13738

Subject Terms: Machine Learning, Dairying, Milk, Animals, Lactation, Cattle, Female, Algorithms, Monitoring, Physiologic

Access URL: https://pubmed.ncbi.nlm.nih.gov/41043704

Prediction of Surgery Duration Based on Machine Learning Algorithms and Its Practical Application in a General Hospital in China

Authors: Haoran Wu Yueyuan Cai Yuefang Chen et al.

Source: The International Journal of Health Planning and Management. 41:121-131

Subject Terms: Machine Learning, China, Operating Rooms, Operative Time, Humans, Hospitals, General, Efficiency, Organizational, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/41182686

A Machine-Learning Algorithm for the Automated Perceptual Evaluation of Dysphonia Severity

Authors: Benjamin van der Woerd Zhuohao Chen Nikolaos Flemotomos et al.

Source: Journal of Voice. 39:1440-1445

Subject Terms: Male, Adult, Observer Variation, Support Vector Machine, Databases, Factual, Voice Quality, Reproducibility of Results, Signal Processing, Computer-Assisted, Acoustics, Dysphonia, Severity of Illness Index, Speech Acoustics, Machine Learning, Judgment, Speech Production Measurement, Predictive Value of Tests, Speech Perception, Humans, Female, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/37429808

MRI-Based Deep Learning Algorithms vs. Radiologists for Lymph Node Metastasis in Colorectal Cancer: A Systematic Review and Meta-analysis

Authors: Fengguo, Wang Wenjun, Deng Zhilin, Zhong

Source: Academic Radiology. 33:22-34

Subject Terms: Deep Learning, Lymphatic Metastasis, Radiologists, Humans, Colorectal Neoplasms, Magnetic Resonance Imaging, Sensitivity and Specificity, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/41107125

Deep Learning Algorithms Enabled Visual Detection of Anthrax Biomarkers by Mn 3 O 4 Nanozyme-Based Colorimetric Sensor Array

Authors: Ziqian Gao Mengxuan Liu Lei Meng et al.

Source: Analytical Chemistry. 98:192-203

Subject Terms: Anthrax, Deep Learning, Manganese Compounds, Limit of Detection, Benzidines, Animals, Colorimetry, Oxides, Cattle, Biomarkers, Algorithms, Nanostructures

Access URL: https://pubmed.ncbi.nlm.nih.gov/41406958

Yoga practices effect on VCSS-based classification of patients with chronic venous insufficiency based on hybrid machine learning algorithms

Authors: Changhong Pan Lu Qi Lili Zhao et al.

Source: International Journal of Cognitive Computing in Engineering, Vol 6, Iss, Pp 255-266 (2025)

Subject Terms: Yoga practices, Venous clinical severity score, Decision Tree classifier, Electronic computers. Computer science, Science, Chronic venous insufficiency, QA75.5-76.95, Hybrid Machine Learning Algorithm

Access URL: https://doaj.org/article/094f4d3829df4bb496d23b86d20d4fbe

XGBoost machine learning algorithm for predicting unplanned readmission in elderly patients with coronary heart disease.

Authors: Song X Shi J Zhu C et al.

Source: Geriatric nursing (New York, N.Y.) [Geriatr Nurs] 2025 Nov-Dec; Vol. 66 (Pt B), pp. 103609. Date of Electronic Publication: 2025 Sep 12.

Publication Type: Journal Article

Journal Info: Publisher: Mosby-Yearbook Country of Publication: United States NLM ID: 8309633 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-3984 (Electronic) Linking ISSN: 01974572 NLM ISO Abbreviation: Geriatr Nurs Subsets: MEDLINE

MeSH Terms: Patient Readmission*/statistics & numerical data , Coronary Disease*/therapy , Machine Learning* , Algorithms*, Length of Stay/statistics & numerical data ; Humans ; Male ; Aged ; Female ; Retrospective Studies ; Aged, 80 and over ; China ; ROC Curve ; Boosting Machine Learning Algorithms

Deep learning algorithms for timely diagnosis of retinopathy of prematurity requiring treatment

Authors: Nasser Shoeibi Nafise Ameri Mohammad Reza Hoseinkhani et al.

Source: Eye. 40:63-70

Subject Terms: Male, Deep Learning, Cross-Sectional Studies, Infant, Newborn, Humans, Retinopathy of Prematurity, Female, Gestational Age, Sensitivity and Specificity, Algorithms, Infant, Premature, Telemedicine, Retrospective Studies

Access URL: https://pubmed.ncbi.nlm.nih.gov/41184508

Associations between Dietary Pattern Networks Derived from Machine Learning Algorithms and Cardiovascular Disease Risk in the NutriNet-Santé Cohort

Authors: Mélina Côté Joy M Hutchinson Mathilde Touvier et al.

Source: The Journal of Nutrition. 155:4033-4042

Subject Terms: Adult, Male, Adolescent, Feeding Behavior, Middle Aged, Diet, Cohort Studies, Machine Learning, Young Adult, Cardiovascular Diseases, Risk Factors, Humans, Female, France, Algorithms, Aged

Access URL: https://pubmed.ncbi.nlm.nih.gov/40992665

Performance Assessment of a Deep Learning–based Algorithm for Ovarian Cancer Histotyping in an Independent Data Set

Authors: Hein S. Zelisse Maryam Asadi-Aghbolaghi Hossein Farahani et al.

Source: American Journal of Surgical Pathology. 50:179-188

Subject Terms: Ovarian Neoplasms, Deep Learning, Predictive Value of Tests, Humans, Reproducibility of Results, Female, Carcinoma, Ovarian Epithelial, Middle Aged, Algorithms, Retrospective Studies, Aged

Access URL: https://pubmed.ncbi.nlm.nih.gov/41251420

Predicting return to sport after multiligament knee injuries using machine learning: development and internal validation of a clinical algorithm

Authors: Carlos Suarez-Ahedo Francisco Endara-Urresta Carlos Peñaherrera-Carrillo et al.

Source: The Knee. 57:522-531

Subject Terms: Machine Learning, Male, Adult, Young Adult, Adolescent, Ligaments, Articular, Humans, Female, Knee Injuries, Middle Aged, Algorithms, Return to Sport, Retrospective Studies

Access URL: https://pubmed.ncbi.nlm.nih.gov/41314721