Dmitrii Bychkov

E-postadressdmitrii.bychkovhelsinkifi

Finland

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Vetenskapsgrenar

3111 Biomedicinska vetenskaper

16 Artikel
1 Konferensbidrag
1 Mötesabstrakt
1 Doktorsavhandling

A deep convolutional neural network for efficient microglia detection
Suleymanova, I., Bychkov, D. & Kopra, J., 10 juli 2023, I: Scientific Reports. 13, 6 s., 11139.
Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Öppen tillgång
Fil
Deep learning for biomarker and outcome prediction in cancer
Bychkov, D., 2022, Helsinki: Helsingin yliopisto. 59 s.
Forskningsoutput: Avhandling › Doktorsavhandling › Samling av artiklar

Öppen tillgång
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, I: Journal of pathology informatics. 13, 1, s. 9 1 s.
Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Öppen tillgång
Fil
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, I: IEEE Journal of Biomedical and Health Informatics. 25, 2, s. 422 - 428 7 s.
Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

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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, I: Scientific Reports. 11, 1, 10 s., 4037.
Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Öppen tillgång
Fil

1 Aktiv

FLS, Lundin 2023
Lundin, J. & Bychkov, D.
Finska Läkaresällskapet rf Handlingar
01/01/2023 → 31/12/2023
Projekt: Stiftelser och fonder

Dmitrii Bychkov

Personlig profil

Vetenskapsgrenar

Internationellt och inhemskt samarbete

Fördjupning

A deep convolutional neural network for efficient microglia detection

Deep learning for biomarker and outcome prediction in cancer

Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series

Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma

Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy

FLS, Lundin 2023

Dmitrii Bychkov

Personlig profil

Vetenskapsgrenar

Internationellt och inhemskt samarbete

Publikationer

A deep convolutional neural network for efficient microglia detection

Deep learning for biomarker and outcome prediction in cancer

Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series

Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma

Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy

Projekter

FLS, Lundin 2023