Evgeniy Pavlovskiy
Novosibirsk State University(RU)
Publications by Year
Research Areas
Brain Tumor Detection and Classification, Medical Image Segmentation Techniques, Advanced Neural Network Applications, Radiomics and Machine Learning in Medical Imaging, Speech Recognition and Synthesis
Most-Cited Works
- → Brain Tumor Classification based on MR Images using GAN as a Pre-Trained Model(2021)19 cited
- → Data Preprocessing via Multi-sequences MRI Mixture to Improve Brain Tumor Segmentation(2020)12 cited
- → High-quality Speech Synthesis Using Super-resolution Mel-Spectrogram(2019)10 cited
- → Reducing over-smoothness in speech synthesis using Generative Adversarial Networks(2019)8 cited
- → Multi-class Brain Tumor Segmentation via Multi-sequences MRI Mixture Data Preprocessing(2020)7 cited
- → Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor Segmentation(2020)5 cited
- → Brain Tumor Segmentation and Associated Uncertainty Evaluation Using Multi-sequences MRI Mixture Data Preprocessing(2021)4 cited
- → Improving Brain Tumor Multiclass Classification With Semantic Features(2022)3 cited
- → Multi-Class Brain Tumor Segmentation via 3d and 2d Neural Networks(2022)3 cited
- → Brain Tumor Segmentation with Self-supervised Enhance Region Post-processing(2022)2 cited