Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Shinji Hotta is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
- 3 Article
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Personalized Glucose Management With AI : Pilot Study Using a Multiarmed Bandit Approach
Hotta, S., Kytö, M., Koivusalo, S., Heinonen, S. & Marttinen, P., 2026, In: JMIR Formative Research. 10, p. 1-21 21 p., e70826.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Optimizing postprandial glucose prediction through integration of diet and exercise : Leveraging transfer learning with imbalanced patient data
Hotta, S., Kytö, M., Koivusalo, S., Heinonen, S. & Marttinen, P., Aug 2024, In: PloS One. 19, 8 August, p. 1-20 20 p., e0298506.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)1580 Downloads (Pure) -
Periodic mobile application (eMOM) with self-tracking of glucose and lifestyle improves treatment of diet-controlled gestational diabetes without human guidance : a randomized controlled trial
Kytö, M., Hotta, S., Niinistö, S., Marttinen, P., Korhonen, T. E., Markussen, L. T., Jacucci, G., Sievänen, H., Vähä-Ypyä, H., Korhonen, I., Virtanen, S., Heihonen, S. & Koivusalo, S. B., Nov 2024, In: American Journal of Obstetrics and Gynecology. 231, 5, p. 541.e1-541.e16Research output: Contribution to journal › Article › Scientific › peer-review
Open Access12 Citations (Scopus)