Determination of Alzheimer's Disease Stages by Artificial Learning Algorithms

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

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

Subject Terms: 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

Access URL: 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)

Source: 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.

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

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

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

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

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

Subject Terms: 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.

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

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

Subject Terms: 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.

Authors: Negi, Harendra Singh, Dimri, Sushil Chandra

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

Subject Terms: Ensemble learning, Shapley Additive Explanations, Agricultural forecasts, Precision farming, Machine learning, Random forest algorithms

Geographic Terms: Uttarakhand (India)

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

Authors: Emek Soylu, Büşra, Güzel, Mehmet Serdar

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

Subject Terms: 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.

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

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

Subject Terms: 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.

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

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

Subject Terms: 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.

Authors: Nozari, Hamed, Yordanova, Zornitsa

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

Subject Terms: 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.

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

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

Subject Terms: 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.

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

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

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

Geographic Terms: China

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

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

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

Subject Terms: 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

Geographic Terms: 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.

Authors: Siahmansur, Tarza Jamal

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

Subject Terms: 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.

Authors: Nozari, Hamed, Yordanova, Zornitsa

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

Subject Terms: 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.

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

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

Subject Terms: Mitochondrial DNA, Metabolic syndrome, Cytokines, Gene expression, Monocytes

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

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

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

Subject Terms: 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.

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

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

Subject Terms: 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)

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

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

Subject Terms: 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.

Authors: Yordanova, Zornitsa, Nozari, Hamed

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

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