Sergey KolchenkoEvaluating Molecular Representations for Property Prediction: A Computational Chemistry Approach…Computational chemistry is a fascinating domain where the challenges are as intriguing as the possibilities, especially for a…7 min read·Oct 2, 2023--1--1
Sergey KolchenkoinTowards Data ScienceThe best approach to semantic segmentation of biomedical imagesTL;DR: If you have a semantic segmentation problem start with Unet++ with resnest200e encoder (available at…6 min read·Dec 18, 2020--1--1
Sergey KolchenkoHistopathologic cancer detection as image classification using PytorchA few weeks ago another kaggle (playground) competition has ended. Despite lack of any reward (neither money nor kaggle medals) a decent…5 min read·Apr 25, 2019--1--1
Sergey KolchenkoMachine Learning Meets Biology (once again) or Single Cell RNA Sequencing As a Field for…In a past decade amount of data in biology skyrocketed, and there seems to be no limit for that, as we have more and more sequenced…9 min read·Feb 18, 2019--1--1