Published on in Vol 10, No 5 (2022): May
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/35422, first published
.
![Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018 Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018](https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 480w,https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 960w,https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 1920w,https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 2500w)
Journals
- Rezaei M, Fränti P. K-sets and k-swaps algorithms for clustering sets. Pattern Recognition 2023;139:109454 View
- Esnault C, Rollot M, Guilmin P, Zucker J. Qluster: An easy-to-implement generic workflow for robust clustering of health data. Frontiers in Artificial Intelligence 2023;5 View
- Alkhalaf M, Yu P, Shen J, Deng C. A review of the application of machine learning in adult obesity studies. Applied Computing and Intelligence 2022;2(1):32 View
- Péalat C, Bouleux G, Cheutet V, Maignan M, Provoost L, Pillet S, Mory O. Using a manifold-based approach to extract clinical codes associated with winter respiratory viruses at an emergency department. Expert Systems with Applications 2023;230:120620 View
- Wikström K, Linna M, Reissell E, Laatikainen T. Multimorbidity transitions and the associated healthcare cost among the Finnish adult population during a two-year follow-up. Journal of Multimorbidity and Comorbidity 2023;13 View
- de Maeyer R, Sieranoja S, Fränti P. Balanced k-means revisited. Applied Computing and Intelligence 2023;3(2):145 View
- Dhafari T, Pate A, Azadbakht N, Bailey R, Rafferty J, Jalali-najafabadi F, Martin G, Hassaine A, Akbari A, Lyons J, Watkins A, Lyons R, Peek N. A scoping review finds a growing trend in studies validating multimorbidity patterns and identifies five broad types of validation methods. Journal of Clinical Epidemiology 2024;165:111214 View
- Chang T, Chen Y, Lu H, Wu J, Mak K, Yu C. Specific patterns and potential risk factors to predict 3-year risk of death among non-cancer patients with advanced chronic kidney disease by machine learning. Medicine 2024;103(7):e37112 View
- Griffith L, Brini A, Muniz-Terrera G, St. John P, Stirland L, Mayhew A, Oyarzún D, van den Heuvel E. A call for caution when using network methods to study multimorbidity: an illustration using data from the Canadian Longitudinal Study on Aging. Journal of Clinical Epidemiology 2024;172:111435 View
- Kozbagarov O, Mussabayev R. Distributed random swap: An efficient algorithm for minimum sum-of-squares clustering. Information Sciences 2024;681:121204 View
Books/Policy Documents
- Ribeiro B, Curioso I, Santos R, Guede-Fernández F, Coelho P, Santos J, Fragata J, Londral A, Sousa I. Progress in Artificial Intelligence. View