Výsledky vyhledávání - Machine-learning algorithm

Enhancing Random Forest Using Genetic Algorithm for Lifelong Machine Learning

Autoři: Salwa Rabbi Nishat, T. Barua, Shaibal Ahmed, Mobyen Uddin, Dr a další

Zdroj: IEEE Access. 14:6310-6325

Témata: genetic algorithm, lifelong learning, Lifelong machine learning, random forest

Popis souboru: print

Přístupová URL adresa: 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

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

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

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

Témata: Earth Observation, Jordobservationsteknik

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

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

Autoři: Orbay, Raik Wikner, Evelina

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

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

Popis souboru: electronic

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

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

Autoři: B. Thornton K. Patel B. Ma a další

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

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

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/41111021

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

Autoři: Fengguo, Wang Wenjun, Deng Zhilin, Zhong

Zdroj: Academic Radiology. 33:22-34

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

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/41107125

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

Autoři: Dubey, Parul Dubey, Pushkar Iwendi, Celestine a další

Zdroj: IEEE Access. 13:17325-17339

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

Popis souboru: electronic

Přístupová URL adresa: 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

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

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

Zdroj: urn:tid:204032687

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

Popis souboru: application/pdf

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

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

Autoři: Ludovica R M, Lanzafame Sebastian, Steinmetz Tommaso, D'Angelo a další

Zdroj: Academic Radiology. 33:430-441

Témata: 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

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/41206269

Machine learning prediction of kangaroo mother care in Sierra Leone: a comparative study of feature selection techniques and classification algorithms.

Autoři: Osborne A Soladoye AA Usani KO a další

Zdroj: International journal of medical informatics [Int J Med Inform] 2026 Feb; Vol. 206, pp. 106166. Date of Electronic Publication: 2025 Oct 26.

Způsob vydávání: Journal Article; Comparative Study

Informace o časopise: Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 9711057 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8243 (Electronic) Linking ISSN: 13865056 NLM ISO Abbreviation: Int J Med Inform Subsets: MEDLINE

Výrazy ze slovníku MeSH: Kangaroo-Mother Care Method*/statistics & numerical data , Machine Learning* , Algorithms*, Humans ; Sierra Leone ; Infant, Newborn ; Female ; Adult ; Infant ; Support Vector Machine ; Classification Algorithms

Leveraging ensemble machine learning models (XGBoost and random forest) and genetic algorithms to predict factors contributing to the liposomal entrapment of therapeutics.

Autoři: Khodadadi F Taghizadeh F Hashemi Baghi A a další

Zdroj: Nanoscale [Nanoscale] 2025 Oct 02; Vol. 17 (38), pp. 22271-22290. Date of Electronic Publication: 2025 Oct 02.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: RSC Pub Country of Publication: England NLM ID: 101525249 Publication Model: Electronic Cited Medium: Internet ISSN: 2040-3372 (Electronic) Linking ISSN: 20403364 NLM ISO Abbreviation: Nanoscale Subsets: MEDLINE

Výrazy ze slovníku MeSH: Liposomes*/chemistry , Machine Learning* , Algorithms*, Cholesterol/chemistry ; Drug Delivery Systems ; Solubility ; Genetic Algorithms ; Random Forest ; Boosting Machine Learning Algorithms

An automatic approach to assess biomechanical risk using machine learning algorithms and inertial sensors.

Autoři: Prisco G Cesarelli M Esposito F a další

Zdroj: Physical and engineering sciences in medicine [Phys Eng Sci Med] 2026 Mar; Vol. 49 (1), pp. 101-113. Date of Electronic Publication: 2025 Oct 09.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Springer Country of Publication: Switzerland NLM ID: 101760671 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2662-4737 (Electronic) Linking ISSN: 26624729 NLM ISO Abbreviation: Phys Eng Sci Med Subsets: MEDLINE

Výrazy ze slovníku MeSH: Machine Learning* , Automation* , Algorithms*, Humans ; Biomechanical Phenomena ; Male ; Adult ; Female ; Wearable Electronic Devices ; Risk Assessment ; ROC Curve ; Young Adult

Improving the performance of machine learning algorithms for detection of individual pests and beneficial insects using feature selection techniques

Autoři: Aminu, Rabiu Ljungberg, David Nasirahmadi, Abozar a další

Přispěvatelé: Aminu, Rabiu Ljungberg, David Nasirahmadi, Abozar a další

Zdroj: Artificial Intelligence in Agriculture. 15:377-394

Témata: Artificial Intelligence, Artificiell intelligens, Agricultural Science, Jordbruksvetenskap, Environmental Sciences and Nature Conservation, Miljö- och naturvårdsvetenskap

Přístupová URL adresa: https://res.slu.se/id/publ/141703
https://pub.epsilon.slu.se/id/eprint/37028/contents

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

Autoři: Anna, Snavely Laurel, Jackson Christian John, Hunter a další

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

Témata: 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

Přístupová URL adresa: 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

Autoři: M.M. Perez E. Cabrera C. Rial a další

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

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

Přístupová URL adresa: 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

Autoři: Haoran Wu Yueyuan Cai Yuefang Chen a další

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

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

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/41182686

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

Autoři: Benjamin van der Woerd Zhuohao Chen Nikolaos Flemotomos a další

Zdroj: Journal of Voice. 39:1440-1445

Témata: 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

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/37429808

Regression Algorithm-Based Machine Learning Model for Apartments’ Price Prediction in Nairobi City

Autoři: Odieny, Gift Merqular Mile, Anthony Wekesa, Argan

Zdroj: Global Journal of Engineering and Technology Advances. 25:173-181

Témata: Apartment price prediction, Random Forest, Machine learning, Regression algorithms, Gradient Boosting

Retrospective detection of missed intra-cranial aneurysms on computed tomography angiography using a commercial deep learning algorithm

Autoři: Tamer, Sobeh Shai, Shrot Mati, Bakon a další

Zdroj: Neuroradiology. 67:3533-3541

Témata: Male, Adult, Missed Diagnosis, Computed Tomography Angiography, Intracranial Aneurysm, Middle Aged, Sensitivity and Specificity, Cerebral Angiography, Deep Learning, Humans, Radiographic Image Interpretation, Computer-Assisted, Female, Algorithms, Retrospective Studies, Aged

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/41091156

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

Autoři: Song X Shi J Zhu C a další

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

Způsob vydávání: Journal Article

Informace o časopise: 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

Výrazy ze slovníku MeSH: 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

A multimodal approach to depression diagnosis: insights from machine learning algorithm development in primary care.

Autoři: Eder J Dong MS Wöhler M a další

Korporace: Eder J Dong MS Wöhler M a další

Zdroj: European archives of psychiatry and clinical neuroscience [Eur Arch Psychiatry Clin Neurosci] 2026 Mar; Vol. 276 (2), pp. 407-420. Date of Electronic Publication: 2025 Mar 10.

Způsob vydávání: Journal Article

Informace o časopise: Publisher: Springer International Country of Publication: Germany NLM ID: 9103030 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1433-8491 (Electronic) Linking ISSN: 09401334 NLM ISO Abbreviation: Eur Arch Psychiatry Clin Neurosci Subsets: MEDLINE

Výrazy ze slovníku MeSH: Depression*/diagnosis , Depressive Disorder*/diagnosis , Machine Learning* , Primary Health Care* , Algorithms*, Humans ; Female ; Male ; Middle Aged ; Adult ; Aged