Joanna Jaworek-Korjakowska

Analysis of the ISIC image datasets: Usage, benchmarks and recommendations

Bill Cassidy, Connah Kendrick, Andrzej Brodzicki et al. · Medical Image Analysis · 2021 · 239 citations · Full text

Engineering, Machine Learning, Digital Pathology +22

Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning

Joanna Jaworek-Korjakowska, M. Gorgoń · 2019 · 91 citations

Convolutional Neural Network, Engineering, Machine Learning +20

The Whale Optimization Algorithm Approach for Deep Neural Networks

Andrzej Brodzicki, Michał Piekarski, Joanna Jaworek-Korjakowska · Sensors · 2021 · 80 citations · Full text

Artificial Intelligence, Model Optimization, Convolutional Neural Network +15

Single Image Dehazing via Fusion of Multilevel Attention Network for Vision-Based Measurement Applications

Geet Sahu, Ayan Seal, Joanna Jaworek-Korjakowska et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 64 citations

Convolutional Neural Network, Engineering, Single Image Dehazing +17

CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation

Samir Jain, Rohan Atale, Anubhav Gupta et al. · IEEE Transactions on Medical Imaging · 2023 · 61 citations

Novel Statistical Attention, Convolutional Neural Network, Medical Image Segmentation +21