Research output per year
Research output per year
Personal profile
Fields of Science
- 3111 Biomedicine
International and National Collaboration
Publications and projects within past five years.
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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 -
Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy
Bychkov, D., Linder, N., Tiulpin, A., Kücükel, H., Lundin, M., Nordling, S., Sihto, H., Isola, J., Lehtimäki, T., Kellokumpu-Lehtinen, P-L., von Smitten, K., Joensuu, H. & Lundin, J., 17 Feb 2021, In: Scientific Reports. 11, 1, 10 p., 4037.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Breeze: an integrated quality control and data analysis application for high-throughput drug screening
Potdar, S., Ianevski, A., Mpindi, J-P., Bychkov, D., Fiere, C., Ianevski, P., Yadav, B., Wennerberg, K., Aittokallio, T., Kallioniemi, O., Saarela, J. & Östling, P., Jun 2020, In: Bioinformatics. 36, 11, p. 3602-3604 3 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile