Arto Mannermaa

According to our database, Arto Mannermaa authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

GenoGraph: An Interpretable Graph Contrastive Learning Approach for Identifying Breast Cancer Risk Variants.

Naga Raju Gudhe, Jaana M. Hartikainen, Maria Tengström, Katri Pylkäs, Robert Winqvist, Veli-Matti Kosma, Hamid Behravan, Arto Mannermaa

IEEE Trans. Comput. Biol. Bioinform., 2025

The role of digital twins in P4 medicine: A paradigm for modern healthcare.

Frank Emmert-Streib, Seppo Parkkila, Reinhard C. Laubenbacher, Arto Mannermaa, Leroy Hood, Olli Yli-Harja

npj Digit. Medicine, 2025

2024

A Multi-View Deep Evidential Learning Approach for Mammogram Density Classification.

Naga Raju Gudhe, Mazen Sudah, Reijo Sund, Veli-Matti Kosma, Hamid Behravan, Arto Mannermaa

IEEE Access, 2024

2023

Predicting cell type counts in whole slide histology images using evidential multi-task learning.

Naga Raju Gudhe, Mazen Sudah, Arto Mannermaa, Veli-Matti Kosma, Hamid Behravan

Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

2022

Nuclei instance segmentation from histopathology images using Bayesian dropout based deep learning.

Naga Raju Gudhe, Veli-Matti Kosma, Hamid Behravan, Arto Mannermaa

BMC Bioinform., December, 2022

2021

Quantitative Three-Dimensional Assessment of the Pharmacokinetic Parameters of Intra- and Peri-tumoural Tissues on Breast Dynamic Contrast-Enhanced Magnetic Resonance Imaging.

Anton Niukkanen, Hidemi Okuma, Mazen Sudah, Paivi K. Auvinen, Arto Mannermaa, Timo Liimatainen, Ritva Vanninen

J. Digit. Imaging, 2021