Joona Pohjonen

According to our database, Joona Pohjonen authored at least 4 papers between 2021 and 2024.

Collaborative distances:

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

2024

Exploring machine learning strategies for predicting cardiovascular disease risk factors from multi-omic data.

Gabin Drouard, Juha Mykkänen, Jarkko Heiskanen, Joona Pohjonen, Saku Ruohonen, Katja Pahkala, Terho Lehtimäki, Xiaoling Wang, Miina Ollikainen, Samuli Ripatti, Matti Pirinen, Olli T. Raitakari, Jaakko Kaprio

BMC Medical Informatics Decis. Mak., December, 2024

HistoEncoder: a digital pathology foundation model for prostate cancer.

Joona Pohjonen, Abderrahim Oussama Batouche, Antti Rannikko, Kevin Sandeman, Andrew Erickson, Esa Pitkänen, Tuomas Mirtti

CoRR, 2024

2022

Exposing and addressing the fragility of neural networks in digital pathology.

Joona Pohjonen, Carolin Stürenberg, Atte Föhr, Esa Pitkänen, Antti Rannikko, Tuomas Mirtti

CoRR, 2022

2021

Training robust deep learning models for medical imaging tasks with spectral decoupling.

Joona Pohjonen, Carolin Stürenberg, Antti Rannikko, Tuomas Mirtti, Esa Pitkänen

CoRR, 2021