1 code implementation • 19 Apr 2024 • Dmytro Shvetsov, Joonas Ariva, Marharyta Domnich, Raul Vicente, Dmytro Fishman
This evidence suggests that COIN is a promising approach for semantic segmentation of tumors in CT images, and presents a step forward in making deep learning applications more accessible and effective in healthcare, where annotated data is scarce.
no code implementations • 18 Aug 2023 • Iaroslav Plutenko, Mikhail Papkov, Kaupo Palo, Leopold Parts, Dmytro Fishman
Metainformation is a common companion to biomedical images.
no code implementations • 16 Jan 2022 • Dmytro Fishman
The work that laid the foundation of this thesis has been instrumental for a number of subsequent studies of human disease and also inspired a contribution to refining standards for validation of machine learning methods in biology.
no code implementations • 10 Nov 2020 • Mikhail Papkov, Kenny Roberts, Lee Ann Madissoon, Omer Bayraktar, Dmytro Fishman, Kaupo Palo, Leopold Parts
As a part of this work, we release a microscopy dataset to establish a benchmark for the multiplane image denoising.
no code implementations • 25 Jun 2020 • Ian Walsh, Dmytro Fishman, Dario Garcia-Gasulla, Tiina Titma, Gianluca Pollastri, The ELIXIR Machine Learning focus group, Jen Harrow, Fotis E. Psomopoulos, Silvio C. E. Tosatto
Modern biology frequently relies on machine learning to provide predictions and improve decision processes.
no code implementations • 13 Mar 2020 • Ardi Tampuu, Maksym Semikin, Naveed Muhammad, Dmytro Fishman, Tambet Matiisen
Autonomous driving is of great interest to industry and academia alike.