Paper ID: 2404.10319

Application of Deep Learning Methods to Processing of Noisy Medical Video Data

Danil Afonchikov, Elena Kornaeva, Irina Makovik, Alexey Kornaev

Cells count become a challenging problem when the cells move in a continuous stream, and their boundaries are difficult for visual detection. To resolve this problem we modified the training and decision making processes using curriculum learning and multi-view predictions techniques, respectively.

Submitted: Apr 16, 2024