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

Technological Development of Automated Harvesting for Cultivated Button Mushroom Using Image Processing.

Authors: Hubay, Csongor, Geösel, András, Horváth, Nóra Hubayné, Géczy, Attila

Source: Periodica Polytechnica: Electrical Engineering & Computer Science; 2024, Vol. 68 Issue 4, p413-423, 11p

Subject Terms: Python programming language, Fruiting bodies (Fungi), Cultivated mushroom, Image processing, Soil pollution

An Investigation of Nile Tilapia (Oreochromis niloticus) Movement Trajectories Under Ammonia Stress Using Image Processing Techniques.

Authors: Arslan, Muhammed Nurullah, Tonguç, Güray, Balci, Beytullah Ahmet, Sari, Tuba

Source: Life (2075-1729); Jul2025, Vol. 15 Issue 7, p1004, 15p

Subject Terms: Nile tilapia, Image processing, Trajectories (Mechanics), Stimulus & response (Psychology), Water quality management, Optical flow, Ammonia poisoning, Aquaculture

AetherGeo: A Spectral Analysis Interface for Geologic Mapping.

Authors: Santos, Gonçalo, Cardoso-Fernandes, Joana, Teodoro, Ana C.

Source: Algorithms; Jul2025, Vol. 18 Issue 7, p378, 18p

Subject Terms: Spectrum analysis, Geological mapping, Open source software, Scholarly method, Computer software, Hyperspectral imaging systems, Data visualization, Remote-sensing images

Nurr1 deficiency orchestrates a coupled liver–gut pathological axis revealed by multi-omics and deep-learning histopathology.

Authors: Faisal, Shah, Ullah, Ibad, Kambey, Piniel Alphayo, Malik, Abdul, Ejaz, Muhammad Adeel, Shah, Sajjad Ali, Li, Yin-Xiong

Source: Frontiers in Immunology; 2026, p1-26, 26p

Subject Terms: Multiomics, Deep learning, Hepatic fibrosis, Inflammation, Histopathology, Gut microbiota

Multi-Head Attention DQN and Dynamic Priority for Path Planning of Unmanned Aerial Vehicles Oriented to Penetration.

Authors: Cheng, Liuyu, Shang, Wei

Source: Electronics (2079-9292); Jan2026, Vol. 15 Issue 1, p167, 35p

Subject Terms: Robotic path planning, Reinforcement learning, Decision making, Drone aircraft

IL-17 stimulates erythropoiesis in vivo by amplifying the response of erythroid progenitors to erythropoietin.

Authors: Wu, Qiu C., Swaminathan, Aishwarya, Winward, Ashley, Lalonde, Logan, Hwang, Yung, Littman, Noah, Socolovsky, Merav, Klein, Allon M.

Source: PLoS Biology; 12/11/2025, Vol. 23 Issue 12, p1-31, 31p

Subject Terms: Interleukin-17, Erythropoietin, Erythrocytes, Cytokines, Hypoxemia, Erythropoiesis

Low-Altitude UAV-Based Recognition of Porcine Facial Expressions for Early Health Monitoring.

Authors: Wang, Zhijiang, Mi, Ruxue, Liu, Haoyuan, Yi, Mengyao, Fan, Yanjie, Hu, Guangying, Liu, Zhenyu

Source: Animals (2076-2615); Dec2025, Vol. 15 Issue 23, p3426, 26p

Subject Terms: Emotion recognition, Swine, Early diagnosis, Animal welfare, Agricultural drones, Patient monitoring, Object recognition (Computer vision), Livestock productivity

Real-Time Traffic Arrival Prediction for Intelligent Signal Control Using a Hidden Markov Model-Filtered Dynamic Platoon Dispersion Model and Automatic License Plate Recognition Data.

Authors: Qin, Hanwu, Wang, Dianhai, Cai, Zhengyi, Zeng, Jiaqi

Source: Applied Sciences (2076-3417); Nov2025, Vol. 15 Issue 21, p11537, 20p

Subject Terms: Hidden Markov models, Automobile license plates, Traffic flow, Data quality, Traffic engineering, Traffic estimation

Profit-Oriented Multi-Objective Dynamic Flexible Job Shop Scheduling with Multi-Agent Framework Under Uncertain Production Orders.

Authors: Ma, Qingyao, Lu, Yao, Chen, Huawei

Source: Machines; Oct2025, Vol. 13 Issue 10, p932, 31p

Subject Terms: Profit maximization, Scheduling, Production management (Manufacturing), Multiagent systems, Multi-objective optimization, Mathematical optimization, Reinforcement learning, Production scheduling

Hybrid Architecture for Tight Sandstone: Automated Mineral Identification and Quantitative Petrology.

Authors: Dong, Lanfang, Sun, Chenxu, Yu, Xiaolu, Zhang, Xinming, Chen, Menglian, Xu, Mingyang

Source: Minerals (2075-163X); Sep2025, Vol. 15 Issue 9, p962, 26p

Subject Terms: Sandstone, Deep learning, Petrophysics, Computer vision, Mineral analysis, Petrology

Principal component conditional generative adversarial networks for imbalanced ECG classification enhancement.

Authors: Tang, Chao

Source: PLoS ONE; 8/22/2025, Vol. 20 Issue 8, p1-39, 39p

Subject Terms: Generative adversarial networks, Principal components analysis, Classification, Medical technology, Data augmentation, Cardiovascular diseases, Electrocardiography, Machine learning

PacDroid: lightweight android malware detection using permissions and intent features.

Authors: Kadir, Abdul, Peddoju, Sateesh Kumar

Source: Multimedia Tools & Applications; Aug2025, Vol. 84 Issue 27, p32351-32379, 29p

Subject Terms: Malware, Machine learning, Access control, Feature selection, Computer performance

Reviews & Products: Android (Operating system)

Spatiotemporal Risk Assessment of H5 Avian Influenza in China: An Interpretable Machine Learning Approach to Uncover Multi-Scale Drivers.

Authors: Wang, Xinyi, Xu, Yihui, Xi, Xi

Source: Animals (2076-2615); Aug2025, Vol. 15 Issue 16, p2447, 20p

Subject Terms: Avian influenza, Risk assessment, Scientific observation, Poultry farm management, Machine learning, Climatic zones

Geographic Terms: China

Microbial Allies from the Cold: Antarctic Fungal Endophytes Improve Maize Performance in Water-Limited Fields.

Authors: San Miguel, Yessica, Santelices-Moya, Rómulo, Cabrera-Ariza, Antonio M., Ramos, Patricio

Source: Plants (2223-7747); Jul2025, Vol. 14 Issue 14, p2118, 17p

Subject Terms: Drought tolerance, Corn growth, Endophytic fungi, Oxidative stress, Climate change, Remote sensing, Crop management, Microbial biotechnology

Geographic Terms: Antarctica

Multimodal Fusion Image Stabilization Algorithm for Bio-Inspired Flapping-Wing Aircraft.

Authors: Wang, Zhikai, Wang, Sen, Hu, Yiwen, Zhou, Yangfan, Li, Na, Zhang, Xiaofeng

Source: Biomimetics (2313-7673); Jul2025, Vol. 10 Issue 7, p448, 25p

Subject Terms: Image stabilization, Multisensor data fusion, Inertial navigation systems, Long short-term memory, Ornithopters, Camera movement

Canopy-Level Rice Yield and Yield Component Estimation Using NIR-Based Vegetation Indices.

Authors: Bak, Hyeok-Jin, Kim, Eun-Ji, Lee, Ji-Hyeon, Chang, Sungyul, Kwon, Dongwon, Im, Woo-Jin, Kim, Do-Hyun, Lee, In-Ha, Lee, Min-Ji, Hwang, Woon-Ha, Chung, Nam-Jin, Sang, Wan-Gyu

Source: Agriculture; Basel; Mar2025, Vol. 15 Issue 6, p594, 26p

Subject Terms: Machine learning, Agriculture, Crop growth, Agricultural drones, Remote sensing

Molecular landscape and clinical outcome of SRSF2/TET2 Co-mutated myeloid neoplasms.

Authors: Cockey, Samuel G., Zhang, Hailing, Hussaini, Mohammed, Zhang, Ling, Moscinski, Lynn, Yang, Ethan, Li, Julie, Wang, Le, Song, Jinming

Source: Leukemia & Lymphoma; Mar2025, Vol. 66 Issue 3, p469-478, 10p

Subject Terms: Treatment effectiveness, Chronic leukemia, Myeloproliferative neoplasms, Overall survival, Myelodysplastic syndromes

The external validity of machine learning-based prediction scores from hematological parameters of COVID-19: A study using hospital records from Brazil, Italy, and Western Europe.

Authors: Safdari, Ali, Keshav, Chanda Sai, Mody, Deepanshu, Verma, Kshitij, Kaushal, Utsav, Burra, Vaadeendra Kumar, Ray, Sibnath, Bandyopadhyay, Debashree

Source: PLoS ONE; 2/4/2025, Vol. 20 Issue 2, p1-26, 26p

Subject Terms: Machine learning, Hospital records, COVID-19 pandemic, Sample size (Statistics), Hospital utilization, Ethnicity

Benchmarking Tabular Data Synthesis: Evaluating Tools, Metrics, and Datasets on Prosumer Hardware for End-Users.

Authors: Davila Restrepo, Maria Fernanda, Wollmer, Benjamin, Panse, Fabian, Wingerath, Wolfram

Source: Data Science Journal; 2025, Vol. 24, p1-21, 21p