Siirtola P - Search Results

1

Consolidated Health Economic Evaluation Reporting Standards for Interventions That Use Artificial Intelligence (CHEERS-AI).

Elvidge J, Hawksworth C, Avşar TS, Zemplenyi A, Chalkidou A, Petrou S, Petykó Z, Srivastava D, Chandra G, Delaye J, Denniston A, Gomes M, Knies S, Nousios P, Siirtola P, Wang J, Dawoud D; CHEERS-AI Steering Group. Elvidge J, et al. Among authors: siirtola p. Value Health. 2024 Sep;27(9):1196-1205. doi: 10.1016/j.jval.2024.05.006. Epub 2024 May 23. Value Health. 2024. PMID: 38795956 Free PMC article.

2

Leveraging machine learning for predicting acute graft-versus-host disease grades in allogeneic hematopoietic cell transplantation for T-cell prolymphocytic leukaemia.

Chandra G, Wang J, Siirtola P, Röning J. Chandra G, et al. Among authors: siirtola p. BMC Med Res Methodol. 2024 May 11;24(1):112. doi: 10.1186/s12874-024-02237-y. BMC Med Res Methodol. 2024. PMID: 38734644 Free PMC article.

3

Predicting Emotion with Biosignals: A Comparison of Classification and Regression Models for Estimating Valence and Arousal Level Using Wearable Sensors.

Siirtola P, Tamminen S, Chandra G, Ihalapathirana A, Röning J. Siirtola P, et al. Sensors (Basel). 2023 Feb 1;23(3):1598. doi: 10.3390/s23031598. Sensors (Basel). 2023. PMID: 36772638 Free PMC article.

4

Data-Driven Identification of Long-Term Glycemia Clusters and Their Individualized Predictors in Finnish Patients with Type 2 Diabetes.

Lavikainen P, Chandra G, Siirtola P, Tamminen S, Ihalapathirana AT, Röning J, Laatikainen T, Martikainen J. Lavikainen P, et al. Among authors: siirtola p. Clin Epidemiol. 2023 Jan 5;15:13-29. doi: 10.2147/CLEP.S380828. eCollection 2023. Clin Epidemiol. 2023. PMID: 36636731 Free PMC article.

5

Barriers to Use Artificial Intelligence Methodologies in Health Technology Assessment in Central and East European Countries.

Tachkov K, Zemplenyi A, Kamusheva M, Dimitrova M, Siirtola P, Pontén J, Nemeth B, Kalo Z, Petrova G. Tachkov K, et al. Among authors: siirtola p. Front Public Health. 2022 Jul 14;10:921226. doi: 10.3389/fpubh.2022.921226. eCollection 2022. Front Public Health. 2022. PMID: 35910914 Free PMC article.

6

ClinFlow - An Interactive Application for Clinical Data Mining.

Stoicescu O, Ferreira E, Tamminen S, Siirtola P, Chandra G, Veijola R, Röning J. Stoicescu O, et al. Among authors: siirtola p. Stud Health Technol Inform. 2021 May 27;281:268-272. doi: 10.3233/SHTI210162. Stud Health Technol Inform. 2021. PMID: 34042747

7

Comparison of Regression and Classification Models for User-Independent and Personal Stress Detection.

Siirtola P, Röning J. Siirtola P, et al. Sensors (Basel). 2020 Aug 7;20(16):4402. doi: 10.3390/s20164402. Sensors (Basel). 2020. PMID: 32784547 Free PMC article.

8

Incremental Learning to Personalize Human Activity Recognition Models: The Importance of Human AI Collaboration.

Siirtola P, Röning J. Siirtola P, et al. Sensors (Basel). 2019 Nov 25;19(23):5151. doi: 10.3390/s19235151. Sensors (Basel). 2019. PMID: 31775243 Free PMC article.

9

Using Sleep Time Data from Wearable Sensors for Early Detection of Migraine Attacks.

Siirtola P, Koskimäki H, Mönttinen H, Röning J. Siirtola P, et al. Sensors (Basel). 2018 Apr 28;18(5):1374. doi: 10.3390/s18051374. Sensors (Basel). 2018. PMID: 29710791 Free PMC article.

10

Feasibility of Gamified Mobile Service Aimed at Physical Activation in Young Men: Population-Based Randomized Controlled Study (MOPO).

Leinonen AM, Pyky R, Ahola R, Kangas M, Siirtola P, Luoto T, Enwald H, Ikäheimo TM, Röning J, Keinänen-Kiukaanniemi S, Mäntysaari M, Korpelainen R, Jämsä T. Leinonen AM, et al. Among authors: siirtola p. JMIR Mhealth Uhealth. 2017 Oct 10;5(10):e146. doi: 10.2196/mhealth.6675. JMIR Mhealth Uhealth. 2017. PMID: 29017991 Free PMC article.

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