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Joona Pohjonen

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Journal Articles

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2024
[j1]
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  dblp key:
  - journals/midm/DrouardMHPRPLWORPRK24
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  - https://dblp.org/rec/journals/midm/DrouardMHPRPLWORPRK24
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:
Exploring machine learning strategies for predicting cardiovascular disease risk factors from multi-omic data. BMC Medical Informatics Decis. Mak. 24(1): 116 (2024)

Informal and Other Publications

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2022
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  - journals/corr/abs-2206-15274
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  - https://dblp.org/rec/journals/corr/abs-2206-15274
Joona Pohjonen, Carolin Stürenberg, Atte Föhr, Esa Pitkänen, Antti Rannikko, Tuomas Mirtti:
Exposing and addressing the fragility of neural networks in digital pathology. CoRR abs/2206.15274 (2022)
2021
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  - journals/corr/abs-2103-17171
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Joona Pohjonen, Carolin Stürenberg, Antti Rannikko, Tuomas Mirtti, Esa Pitkänen:
Training robust deep learning models for medical imaging tasks with spectral decoupling. CoRR abs/2103.17171 (2021)

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