Determination of Alzheimer's Disease Stages by Artificial Learning Algorithms

Συγγραφείς: Bulut, Nurgül, Çakar, Tuna, Arslan, İlker, Akıncı, Zeynep Karaoğlu, Oner, Kevser Setenay

Πηγή: International Journal of Statistics in Medical Research. 14:532-542

Θεματικοί όροι: Matplotlib 3.6.0, Adult, Explainable Artificial Intelligence, Scikit-Learn 1.1.3, Major Clinical Study, Neuropsychiatric Inventory, Deep Neural Network, Python Programming Language Version 3.10, Learning Algorithm, Alzheimer's Disease, Sensitivity and Specificity, Article, Machine Learning, Python Libraries Numpy 1.23.0, Artificial Intelligence, Alzheimer Disease, Controlled Study, Neuropathology, Artificial Learning Algorithm, Aged, Principal Component Analysis, Tensorflow 2.10, Nuclear Magnetic Resonance Imaging, Random Forest, Receiver Operating Characteristic, National Alzheimer's Coordinating Center, Depression, Bayesian Learning, Geriatric Depression Scale, Machine Learning Algorithm, Mini Mental State Examination, Decision Support System, Shapley Addictive Explanations, Statsmodel 0.13.5, Logistic Regression Analysis, Montreal Cognitive Assessment, Physician, Pandas 1.5.0, Diagnostic Test Accuracy Study, Cognitive Defect, XGBoost, Human

Σύνδεσμος πρόσβασης: https://hdl.handle.net/20.500.11779/3094
https://doi.org/10.6000/1929-6029.2025.14.50

Assessment of Patients Undergoing Cardiac Surgery and Admitted to the Intensive Care Unit (BraSIS-2)

Πηγή: Assessment of Patients Undergoing Cardiac Surgery and Admitted to the Intensive Care Unit: an Observational, Prospective, Multicenter Study
Vasconcelos NNB, Chaves RCF, Pellegrino CM, Souza GM, Queiroz VNF, Barbas CSV, Takaoka F, Cordioli RL, Mangini S, Papa FV, Guimaraes HP, Pereira AJ, Serpa Neto A, Gulinelli A, Legal AC, Jaoude CVG, Paolinelli E, Lineburger EB, Albuquerque ECF, Ferreira Filho EG, Hohmann FB, Galdino F, Vianna FSL, Dall'Orto FTC, Tramujas L, Silva LRP, Goncharov M, Gottardo PC, Rabello Filho R, Midega TD, Galindo VB, Quintao VC, Veiga VC, Correa TD, Silva Junior JM. Multicenter observational study of patients who underwent cardiac surgery and were hospitalized in an intensive care unit (BraSIS 2): study protocol and statistical analysis plan. Crit Care Sci. 2025 Mar 10;37:e20250222. doi: 10.62675/2965-2774.20250222. eCollection 2025.

A quality evaluation strategy for residual host cell proteins based on orthogonal analysis.

Συγγραφείς: Hu, Xinyue, Lyu, Ping, Wang, Dan, Li, Yi, Xu, Kezheng, Ling, Feng, Dou, Minhua, Liang, Chenggang, Li, Jing

Πηγή: Frontiers in Bioengineering & Biotechnology; 2026, p1-17, 17p

Using Machine Learning-Based Classification of Postural Stability in Cervicogenic Headache Patients: Predictors and Clinical Implications.

Συγγραφείς: Emam, Mohamed Abdelaziz, Ramadan, Magda, Horvath, Andras Attila, Kadry, Ahmed M., Bolla, Gergo, Amin, Fatma S., Youssef, Ahmed S. A.

Πηγή: Life (2075-1729); Jul2026, Vol. 16 Issue 7, p1061, 14p

Θεματικοί όροι: Postural balance, Sensorimotor integration, Pain measurement, Machine learning, Prediction models, Neck pain, Physical therapy, Balance disorders

Hypertension Detection Using Explainable Stacked Ensemble Machine Learning From Clinical and Physiological Data: A Comprehensive Study.

Συγγραφείς: Ullah, Shah Muhammad Azmat, Aowlad Hossain, A. B. M., Karim, Md. Ebtidaul

Πηγή: Health Science Reports; Jul2026, Vol. 9 Issue 7, p1-24, 24p

Θεματικοί όροι: Hypertension, Ensemble learning, Medical care, Prediction models, Artificial intelligence, Medical records, Biometry, Machine learning

SHAP-Backed Hybrid Ensemble Model for Rice and Wheat Forecasting in Data-Scarce Environments.

Συγγραφείς: Negi, Harendra Singh, Dimri, Sushil Chandra

Πηγή: International Journal of Mathematical, Engineering & Management Sciences; Jun2026, Vol. 11 Issue 3, p1395-1423, 29p

Θεματικοί όροι: Ensemble learning, Shapley Additive Explanations, Agricultural forecasts, Precision farming, Machine learning, Random forest algorithms

Γεωγραφικοί όροι: Uttarakhand (India)

MultiDecNet: An Ensemble-Based Semantic Segmentation Architecture for Urban Scene Understanding.

Συγγραφείς: Emek Soylu, Büşra, Güzel, Mehmet Serdar

Πηγή: Information; Jun2026, Vol. 17 Issue 6, p540, 23p

Θεματικοί όροι: Image segmentation, Convolutional neural networks, Artificial neural networks, Autonomous vehicles, Landscapes

Machine Learning Prediction of Excess Relative Risk for Radiation-Induced Solid Thyroid Cancer Among Nuclear Medicine Healthcare Professionals: A Computational Modeling Study.

Συγγραφείς: Chouchen, Mariem, Barki, Chamseddine, Dergaa, Ismail, Ceylan, Halil İbrahim, de Giorgio, Andrea, Bragazzi, Nicola Luigi, Rahmouni, Hanene Boussi

Πηγή: Bioengineering (Basel); Jun2026, Vol. 13 Issue 6, p696, 17p

Θεματικοί όροι: Machine learning, Thyroid cancer, Nuclear medicine, Disease risk factors, Occupational exposure, Public health surveillance, Prediction models, Dose-response relationship (Radiation)

Interpretable Machine Learning Approach for Photocatalytic Degradation in Mn-Doped Semiconductors Using Multilayer Perceptron and SHAP Analysis.

Συγγραφείς: Baytar, Orhan, Zontul, Metin, Orak, Ceren, Karateke, Seda, Aydın, Hakan, Horoz, Sabit

Πηγή: Catalysts (2073-4344); Jun2026, Vol. 16 Issue 6, p530, 19p

Θεματικοί όροι: Doped semiconductors, Multilayer perceptrons, Photodegradation, Machine learning, Absorption spectra, Nonlinear statistical models, Shapley Additive Explanations

Blockchain-Secured Digital Twin Framework for Fuzzy Multi-Objective Optimization in Supply Chain Finance.

Συγγραφείς: Nozari, Hamed, Yordanova, Zornitsa

Πηγή: FinTech; Jun2026, Vol. 5 Issue 2, p42, 26p

Θεματικοί όροι: Digital twin, Blockchains, Disclosure, Risk management in business, Economic decision making, Mathematical optimization, Multi-objective optimization, Supply chains

Clinical Equivalence of a CNN-Based Automated Soft Tissue Landmark Detection System on 2D Facial Images.

Συγγραφείς: Türkün, Argun Ege, Kalender, Müslim Ege, Kurt, Murat, Doğan, Servet

Πηγή: Diagnostics (2075-4418); May2026, Vol. 16 Issue 10, p1464, 19p

Θεματικοί όροι: Convolutional neural networks, Orthodontics, Deep learning, Annotations, Statistical accuracy, Statistical reliability

Machine Learning-Based Prediction and Interpretability Analysis of Chlorophyll-a and Algal Density Using High-Frequency Water Quality Data.

Συγγραφείς: Wang, Wei, Hu, Xinglu, Meng, Hongzhi, Liu, Chuankun, Wang, Yang, Jiao, Tong, Chang, Qixin, Lai, Bo

Πηγή: Diversity (14242818); May2026, Vol. 18 Issue 5, p282, 19p

Θεματικοί όροι: Chlorophyll, Algal populations, Shapley Additive Explanations, Ecosystems, Water quality monitoring, Machine learning, Freshwater ecology, Random forest algorithms

Γεωγραφικοί όροι: China

Construction of a classification model for dementia among Brazilian adults aged 50 and over.

Συγγραφείς: Menezes, Felipe da Silva, Barretto, Maria Clara Falcão Guerra, Garcia, Elliot Quinten Crispiniano, Ferreira, Tiago Alessandro Espinola, Alves, Joao Guilherme Bezerra

Πηγή: Frontiers in Aging Neuroscience; 2026, p1-22, 22p

Θεματικοί όροι: Cross-sectional method, Random forest algorithms, Self-evaluation, Prediction models, Center for Epidemiologic Studies Depression Scale, Satisfaction, Receiver operating characteristic curves, Scientific observation, Questionnaires, Multiple regression analysis, Logistic regression analysis, Descriptive statistics, Mann Whitney U Test, Chi-squared test, Multivariate analysis, Brazilians, Longitudinal method, Odds ratio, Neuropsychological tests, Dementia, Sociodemographic factors, Data analysis software, Confidence intervals, Literacy, Hearing disorders, Regression analysis, Algorithms, Grip strength, Physical activity, Mental depression, Educational attainment, Employment

Γεωγραφικοί όροι: Brazil

Comparison of the effects of different types of treatment protocols on the median and overall survival rates of non-small cell lung cancer patients: A real-world retrospective study.

Συγγραφείς: Siahmansur, Tarza Jamal

Πηγή: PLoS ONE; 4/9/2026, Vol. 21 Issue 4, p1-20, 20p

Θεματικοί όροι: Overall survival, Monoclonal antibodies, Non-small-cell lung carcinoma, Metastasis, Cancer chemotherapy, Survival rate, Lung surgery, Medical protocols

An intelligent digital twin approach for optimizing multi-channel supply chains in uncertain environments.

Συγγραφείς: Nozari, Hamed, Yordanova, Zornitsa

Πηγή: Green Technologies & Sustainability; Apr2026, Vol. 4 Issue 2, p1-11, 11p

Θεματικοί όροι: Digital twin, Supply chain management, Supply chains, Mathematical optimization, Metaheuristic algorithms, Dempster-Shafer theory, Uncertainty (Information theory)

Associations of Mitochondrial Heteroplasmy in Blood Monocytes with Its Phenotypic Indices and Cardiometabolic Parameters in Metabolic Syndrome: A Pilot Cross-sectional Study.

Συγγραφείς: Voronova, Sophia, Bograya, Maria, Koshel, Anastasia, Malashchenko, Vladimir, Vulf, Maria, Beletskaya, Maria, Litvinova, Larisa

Πηγή: Gene Expression (1052-2166); Apr2026, Vol. 25 Issue 2, p1-13, 13p

Θεματικοί όροι: Mitochondrial DNA, Metabolic syndrome, Cytokines, Gene expression, Monocytes

Hyperbaric Oxygen Treatment for Enhancing Athletic Recovery: A Systematic Review and Meta-Analysis.

Συγγραφείς: Babel, Shrinit, Bosco, Gerardo, Camporesi, Enrico

Πηγή: Undersea & Hyperbaric Medicine; 2026 2nd Quarter, Vol. 53 Issue 2, p305-318, 14p

Θεματικοί όροι: Hyperbaric oxygenation, Blood lactate, Cooldown, Sports medicine, Athletic ability, Anaerobic threshold, Evidence synthesis

Morphometric and Statistical Analysis of Pollen Morphology in Seven Woody Species of Betulaceae.

Συγγραφείς: Caner, Hülya, Yılmaz Dağdeviren, Rüya, Karlıoğlu Kılıç, Nurgül, Güngör, Gülan

Πηγή: Plants (2223-7747); Mar2026, Vol. 15 Issue 6, p947, 14p

Θεματικοί όροι: Morphometrics, Principal components analysis, Birch, Palynology, Scanning electron microscopy, Statistics, Biological classification

DEVELOPMENT OF A MULTIFACTORIAL ECONOMETRIC MODEL FOR ASSESSING A COUNTRY’S CYBERVULNERABILITY IN A CONTEXT OF GEOPOLITICAL TURBULENCE.

Alternate Title: РОЗРОБКА БАГАТОФАКТОРНОЇ ЕКОНОМЕТРИЧНОЇ МОДЕЛІ ОЦІНКИ КІБЕРВРАЗЛИВОСТІ ДЕРЖАВИ В УМОВАХ ГЕОПОЛІТИЧНОЇ ТУРБУЛЕНТНОСТІ. (Ukrainian)

Συγγραφείς: Kushnerov, Oleksandr, Tiutiunyk, Inna, Yevseiev, Serhii, Opirskyy, Ivan, Sokol, Vladyslav, Voloshchuk, Olena, Novoseletskyi, Oleksandr, Melenti, Yevhen, Husarova, Iryna, Balagura, Dmytro

Πηγή: Eastern-European Journal of Enterprise Technologies; 2026, Vol. 3 Issue 4(141), p32-43, 12p

Θεματικοί όροι: Econometric models, War, Information technology security, Digital technology, Political stability, Business cycles, Internet security

An Agentic Digital Twin Framework for Fuzzy Multi-Objective Optimization in Dynamic Humanitarian Logistics.

Συγγραφείς: Yordanova, Zornitsa, Nozari, Hamed

Πηγή: Algorithms; Mar2026, Vol. 19 Issue 3, p198, 25p

Θεματικοί όροι: Multi-objective optimization, Digital twin, Stochastic models, System dynamics, Crisis management, Decision support systems