Andrzej Brodzicki

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

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

Transfer Learning Methods as a New Approach in Computer Vision Tasks with Small Datasets

Andrzej Brodzicki, Michał Piekarski, Dariusz Kucharski et al. · Foundations of Computing and Decision Sciences · 2020 · 42 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

Interpretability of a Deep Learning Based Approach for the Classification of Skin Lesions into Main Anatomic Body Sites

Joanna Jaworek-Korjakowska, Andrzej Brodzicki, Bill Cassidy et al. · Cancers · 2021 · 26 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +23

Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images

Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Megan Garland et al. · Sensors · 2020 · 25 citations · Full text