Research output per year
Research output per year
Personal profile
Fields of Science
- 3111 Biomedicine
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Single-cell profiling of peripheral blood mononuclear cells from patients treated with oncolytic adenovirus TILT-123 reveals baseline immune status as a predictor of therapy outcomes
Kudling, T. V., Bychkov, D., Clubb, J. H. A., Pakola, S. A., Arias, V., Jirovec, E., van der Heijden, M., Ojala, N., Quixabeira, D. C. A., Haybout, L., Jalkanen, K. J., Alanko, T., Havunen, R., Sorsa, S., Kistler, C., Kanerva, A., Hemminki, O., Santos, J. M., Cervera-Carrascon, V. & Hemminki, A., Jun 2025, In: Cancer Gene Therapy. 32, 6, p. 649-661 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
A deep convolutional neural network for efficient microglia detection
Suleymanova, I., Bychkov, D. & Kopra, J., 10 Jul 2023, In: Scientific Reports. 13, 6 p., 11139.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Deep learning for biomarker and outcome prediction in cancer
Bychkov, D., 2022, Helsinki: Helsingin yliopisto. 59 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series
Bychkov, D., Joensuu, H., Nordling, S., Tiulpin, A., Kücükel, H., Lundin, M., Sihto, H., Isola, J., Lehtimäki, T., Kellokumpu-Lehtinen, P. L., Smitten, K., Lundin, J. & Linder, N., 1 Jan 2022, In: Journal of pathology informatics. 13, 1, p. 9 1 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma
Stenman, S., Bychkov, D., Kücükel, H., Linder, N., Haglund, C., Arola, J. & Lundin, J., Feb 2021, In: IEEE Journal of Biomedical and Health Informatics. 25, 2, p. 422 - 428 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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FLS 2024/Linder
Linder, N. (Project manager), Bychkov, D. (Participant), Kücükel, H. (Participant) & von Bahr, J. A. (Participant)
01/01/2024 → 31/08/2026
Project: Foundations (Private Foundations, Non-Profit Foundations, Charitable Trusts)
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FLS, Lundin 2023
Lundin, J. (Project manager), Bychkov, D. (Participant), Kücükel, H. (Participant), Linder, N. (Participant) & Suutala, A. (Participant)
Finska Läkaresällskapet rf Handlingar
01/01/2023 → 31/08/2025
Project: Foundations (Private Foundations, Non-Profit Foundations, Charitable Trusts)
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FLS 2023/Linder
Linder, N. (Project manager), Bychkov, D. (Participant) & Lundin, M. (Participant)
Finska Läkaresällskapet rf Handlingar
01/01/2023 → 31/08/2024
Project: Foundations (Private Foundations, Non-Profit Foundations, Charitable Trusts)