Published on in Vol 5, No 12 (2021): December
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/23440, first published
.
Journals
- Kokkotis C, Giarmatzis G, Giannakou E, Moustakidis S, Tsatalas T, Tsiptsios D, Vadikolias K, Aggelousis N. An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data. Diagnostics 2022;12(10):2392 View
- Alharthi N, Alanazi E, Liu X. Awareness Level of Huntington Disease: Comprehensive Analysis of Tweets During Huntington Disease Awareness Month. Computer Methods and Programs in Biomedicine Update 2023;4:100117 View
- Sasano T, Ihara K, Tanaka T, Furukawa T, Yuasa S. Risk stratification of atrial fibrillation and stroke using single nucleotide polymorphism and circulating biomarkers. PLOS ONE 2023;18(10):e0292118 View
- Okeibunor J, Jaca A, Iwu-Jaja C, Idemili-Aronu N, Ba H, Zantsi Z, Ndlambe A, Mavundza E, Muneene D, Wiysonge C, Makubalo L. The use of artificial intelligence for delivery of essential health services across WHO regions: a scoping review. Frontiers in Public Health 2023;11 View
- Abegaz T, Baljoon A, Kilanko O, Sherbeny F, Ali A. Machine learning algorithms to predict major adverse cardiovascular events in patients with diabetes. Computers in Biology and Medicine 2023;164:107289 View
- Abujaber A, Albalkhi I, Imam Y, Nashwan A, Akhtar N, Alkhawaldeh I. Machine learning-based prognostication of mortality in stroke patients. Heliyon 2024;10(7):e28869 View
- Hassan A, Gulzar Ahmad S, Ullah Munir E, Ali Khan I, Ramzan N. Predictive modelling and identification of key risk factors for stroke using machine learning. Scientific Reports 2024;14(1) View
- Shih D, Wu Y, Wu T, Chu H, Shih M. Stroke Prediction Using Deep Learning and Transfer Learning Approaches. IEEE Access 2024;12:130091 View
- Asadi F, Rahimi M, Daeechini A, Paghe A. The most efficient machine learning algorithms in stroke prediction: A systematic review. Health Science Reports 2024;7(10) View
- Abujaber A, Yaseen S, Imam Y, Nashwan A, Akhtar N. Machine learning-based prediction of one-year mortality in ischemic stroke patients. Oxford Open Neuroscience 2024;3 View
- Wei Y, Lin D, Lian Y, Wei Q, Zheng L, Yuan K, Zhao J, Kuang K, Tang Y, Gao Y. Population data study reveals pain as a possible protective factor against cerebrovascular disease in cancer patients. Scientific Reports 2024;14(1) View
- Swain K, Tak T, Upreti K, Kshirsagar P, Krishnan S, Poonia R, Nayak S, Mohanty M. Enhancing Stroke Prediction Using LightGBM With SMOTE-ENN and Fine-Tuning: A Comprehensive Analysis. Cureus Journal of Computer Science 2024 View
- Yusufu M, Friedman D, Kang M, Padhye A, Shang X, Zhang L, Shi D, He M. Retinal vascular fingerprints predict incident stroke: findings from the UK Biobank cohort study. Heart 2025;111(7):306 View
- Zhang Y, Subramaniya K. Stroke Prediction Based on Machine Learning. ITM Web of Conferences 2025;70:04029 View
- Heseltine-Carp W, Courtman M, Browning D, Kasabe A, Allen M, Streeter A, Ifeachor E, James M, Mullin S. Machine learning to predict stroke risk from routine hospital data: A systematic review. International Journal of Medical Informatics 2025;196:105811 View
- Zhu J, Lin L, Si L, Zhao H, Song H, Xu X. Urban and rural disparities in stroke prediction using machine learning among Chinese older adults. Scientific Reports 2025;15(1) View
- M. C. O, J. E. O, V. O, S. O. Comparative Study of Linear Discriminant Analysis (LDA), Quadratic Discriminant Analysis (QDA) and Support Vector Machine (SVM) In Dataset. Advanced Journal of Science, Technology and Engineering 2025;5(1):70 View
- Mishkin I, Koncevaya A, Drapkina O. Prediction of cardiovascular events with using proportional risk models and machine learning algorithms: a systematic review. The European Physical Journal Special Topics 2025 View
Books/Policy Documents
- Aissaoui F, Boudali I, Abdellatif T. Advances in Model and Data Engineering in the Digitalization Era. View
Conference Proceedings
- Saleh H, Hussien A, Hassan M, Ali A. 2022 International Conference on Engineering & MIS (ICEMIS). Predicting Stroke Disease Based on Recurrent Neural Network and Optimization techniques View
- Fiona Mary M, Rajeswari M, Amalasweena M. 2023 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS). Neural Network-based Prognostic Model for Cerebrovascular Accident using CT Scans View
- V V, A C R, B.D P, Sharma A. 2023 International Conference on Evolutionary Algorithms and Soft Computing Techniques (EASCT). Brain Stroke Prediction using Decision Tree Algorithm View
- Shivani , Vardhan H, Gupta A, Goswami D, Zubair M, Mangal L. 2023 International Conference on Artificial Intelligence and Smart Communication (AISC). Experimental analysis of Disease Prediction using Machine Learning View
- Amrutha R, Roshni S, Sahana M, Chapparapu S, Balasubramanyam A. 2024 IEEE International Conference on Digital Health (ICDH). Prediction of stroke using single lead ECG signal: A deep learning approach View
- Husin H, Azman A, Hamzah N, Anand Kumar P. 2024 International Visualization, Informatics and Technology Conference (IVIT). Early Prediction of Stroke using XGBoost classification View
- Aref T. 2024 4th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). Predicting Stroke Risk Using SMOTE and ROS Machine Learning Techniques View
- Rathna R. 2025 International Conference on Information Networking (ICOIN). An Intelligent Decision Support System for Early Detection of Chronic Kidney Disease using Machine Learning Models View