Rafał Dreżewski

AGH University of Science and Technology

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Research Interests

Medical Imaging

Computational Neuroscience

Optimization Algorithm

Tissue Imaging

Sensor Technology

Convolutional Neural Network

Algorithmic Studies

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Articles27

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Rafał Dreżewski

Associate Professor

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Articles27

Bio-Inspired Metaheuristics in Deep Learning for Brain Tumor Segmentation: A Decade of Advances and Future Directions

Advanced brain tumor segmentation using DeepLabV3Plus with Xception encoder on a multi-class MR image dataset

Advanced brain tumor segmentation using DeepLabV3Plus with Xception encoder on a multi-class MR image dataset

Automatic Brain Tumor Segmentation: Advancing U-Net With ResNet50 Encoder for Precise Medical Image Analysis

Modified U-Net with attention gate for enhanced automated brain tumor segmentation

Modified U-Net with attention gate for enhanced automated brain tumor segmentation

Optimizing U-Net Architecture Using Differential Evolution for Brain Tumor Segmentation

Multi-Objective Ship Route Optimisation Using Estimation of Distribution Algorithm

Redefining brain tumor segmentation: a cutting-edge convolutional neural networks-transfer learning approach

Redefining brain tumor segmentation: a cutting-edge convolutional neural networks-transfer learning approach

Real-time mask-wearing detection in video streams using deep convolutional neural networks for face recognition

Real-time mask-wearing detection in video streams using deep convolutional neural networks for face recognition

Automated Text Annotation Using a Semi-Supervised Approach with Meta Vectorizer and Machine Learning Algorithms for Hate Speech Detection

Automated Text Annotation Using a Semi-Supervised Approach with Meta Vectorizer and Machine Learning Algorithms for Hate Speech Detection

Advanced Medical Image Segmentation Enhancement: A Particle-Swarm-Optimization-Based Histogram Equalization Approach

Advanced Medical Image Segmentation Enhancement: A Particle-Swarm-Optimization-Based Histogram Equalization Approach

Advanced Medical Image Segmentation Enhancement: A Particle Swarm Optimization-Based Histogram Equalization Approach

Essay auto-scoring using N-Gram and Jaro Winkler based Indonesian Typos

Real-time surrogate-assisted preprocessing of streaming sensor data

Real-time surrogate-assisted preprocessing of streaming sensor data

Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers

K-means segmentation based-on Lab color space for embryo detection in incubated egg

Non-destructive egg fertility detection in incubation using SVM classifier based on GLCM parameters

Semi-supervised text annotation for hate speech detection using K-nearest neighbors and term frequency-inverse document frequency

Sentiment analysis of Indonesian reviews using fine-tuning IndoBERT and R-CNN

System supporting poetry generation using text generation and style transfer methods

Adaptive Segmentation of Streaming Sensor Data on Edge Devices

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