Pekka Marttinen

Helsinki, Finland

Last Updated: 09/26/2026

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Found 57 publications

OMIDIENT: Multiomics Integration for Cancer by Dirichlet Auto-Encoder Networks.

OMIDIENT: Multiomics Integration for Cancer by Dirichlet Auto-Encoder Networks.

Journal: Communications biology

Published: July 14, 2025

Beyond the LUMIR challenge: The pathway to foundational registration models.

Beyond the LUMIR challenge: The pathway to foundational registration models.

Journal: Medical image analysis

Published: July 13, 2025

The climate impacts of healthcare digitalization: A scoping review.

The climate impacts of healthcare digitalization: A scoping review.

Journal: Digital health

Published: May 16, 2025

Digital phenotyping with large language models to detect depressive state changes in patients.

Digital phenotyping with large language models to detect depressive state changes in patients.

Journal: NPJ digital medicine

Published: May 10, 2025

Personalized Glucose Management With AI: Pilot Study Using a Multiarmed Bandit Approach.

Personalized Glucose Management With AI: Pilot Study Using a Multiarmed Bandit Approach.

Journal: JMIR formative research

Published: January 14, 2025

Trust, Trustworthiness, and the Future of Medical AI: Outcomes of an Interdisciplinary Expert Workshop.

Trust, Trustworthiness, and the Future of Medical AI: Outcomes of an Interdisciplinary Expert Workshop.

Journal: Journal of medical Internet research

Published: January 13, 2025

Basic reproduction number varies markedly between closely related pandemic Escherichia coli clones.

Basic reproduction number varies markedly between closely related pandemic Escherichia coli clones.

Journal: Nature communications

Published: January 08, 2025

Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model.

Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model.

Journal: Annals of epidemiology

Published: December 16, 2024

Computational modeling enables individual assessment of postprandial glucose and insulin responses after bariatric surgery.

Computational modeling enables individual assessment of postprandial glucose and insulin responses after bariatric surgery.

Journal: Communications medicine

Published: November 26, 2024

Optimizing postprandial glucose prediction through integration of diet and exercise: Leveraging transfer learning with imbalanced patient data.

Optimizing postprandial glucose prediction through integration of diet and exercise: Leveraging transfer learning with imbalanced patient data.

Journal: PloS one

Published: January 26, 2024

Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning.

Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning.

Journal: American journal of human genetics

Published: November 20, 2023

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.

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.

Journal: American journal of obstetrics and gynecology

Published: November 08, 2023

Showing 1-12 of 57

Last Updated: 09/26/2026