Dmitrii Kaplun

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Microscopy Image Dataset of pulmonary vessels for Deep Learning-Based Quantitative assessment of fibrosis2026
• MA2MU-Net++: A Mahalanobis distance and Ackley function based multi-modal U-Net++ model for breast nuclei segmentation in histopathology images2026
• DASTNet-X: an explainable dual-attention based spatio-temporal network for arrhythmia classification2026
• Tbanet: dual-branch fusion of temporal convolutional network and BiLSTM–BiGRU with channel attention for sensor-based human activity recognition2026
• MSPE-Swin: Multi-Scale Patch Embedding for Robust SwinUNETR — Weights2026
• Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme2023
• Brain tumor image generation using an aggregation of GAN models with style transfer2022 · аннотациясвернуть

  In the recent past, deep learning-based models have achieved tremendous success in computer vision-related tasks with the help of large-scale annotated datasets. An interesting application of deep learning is synthetic…

• An Ensemble of CNN Models for Parkinson’s Disease Detection Using DaTscan Images2022