Serhii Dashkevych

The prediction of cardiac abnormality and enhancement in minority class accuracy from imbalanced ECG signals using modified deep neural network models

Hari Mohan, Kalyan Chatterjee, Serhii Dashkevych · Computers in Biology and Medicine · 2022 · 45 citations

Engineering, Biomedical Engineering, Cardiology +17

Advancements in traditional machine learning techniques for detection and diagnosis of fatal cancer types: Comprehensive review of biomedical imaging datasets

Hari Mohan, Joon Yoo, Syed Atif Moqurrab et al. · Measurement · 2023 · 25 citations

Computing, Computer Science, Oncology +16

GAN-SkipNet: A Solution for Data Imbalance in Cardiac Arrhythmia Detection Using Electrocardiogram Signals from a Benchmark Dataset

Hari Mohan, Joon Yoo, Serhii Dashkevych · Mathematics · 2024 · 23 citations · Full text

Computing, Cardiology, Computer Science +17

Two-headed UNetEfficientNets for parallel execution of segmentation and classification of brain tumors: incorporating postprocessing techniques with connected component labelling

Hari Mohan, Joon Yoo, Serhii Dashkevych · Journal of Cancer Research and Clinical Oncology · 2024 · 22 citations · Full text

Medicine, Computer Science, Oncology +15

Next-Generation Diagnostics: The Impact of Synthetic Data Generation on the Detection of Breast Cancer from Ultrasound Imaging

Hari Mohan, Serhii Dashkevych, Joon Yoo · Mathematics · 2024 · 18 citations · Full text

Computing, Computer Science, Radiology +16