Automatic Detection of Melanomas: An Application Based on the ABCD Criteria. - Joanna Jaworek-Korjakowska (ITIB, 2012)

Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria. - Joanna Jaworek-Korjakowska; Ryszard Tadeusiewicz (ICIP, 2013)

Hair removal from dermoscopic color images. - Joanna Jaworek-Korjakowska; Ryszard Tadeusiewicz (Bio Algorithms Med Syst., 2013)

Determination of border irregularity in dermoscopic color images of pigmented skin lesions. - Joanna Jaworek-Korjakowska; Ryszard Tadeusiewicz (EMBC, 2014)

Design of a teledermatology system to support the consultation of dermoscopic cases using mobile technologies and cloud platform. - Joanna Jaworek-Korjakowska; Ryszard Tadeusiewicz (Bio Algorithms Med Syst., 2015)

Novel Method for Border Irregularity Assessment in Dermoscopic Color Images. - Joanna Jaworek-Korjakowska (Comput. Math. Methods Medicine, 2015)

Fully Automated Lipid Pool Detection Using Near Infrared Spectroscopy. - Elzbieta Pociask; Joanna Jaworek-Korjakowska; Krzysztof Malinowski 002; Tomasz Roleder; Wojciech Wojakowski (Comput. Math. Methods Medicine, 2016)

Classification of Physiological Data for Emotion Recognition. - Philip Gouverneur; Joanna Jaworek-Korjakowska; Lukas Köping; Kimiaki Shirahama; Pawel Kleczek; Marcin Grzegorzek (ICAISC (1), 2017)

Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature. - Joanna Jaworek-Korjakowska; Pawel Kleczek; Marcin Grzegorzek; Kimiaki Shirahama (ICAISC (1), 2017)

Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin. - Pawel Kleczek; Grzegorz Dyduch; Joanna Jaworek-Korjakowska; Ryszard Tadeusiewicz (Digital Pathology, 2017)

Segmentation of black ink and melanin in skin histopathological images. - Pawel Kleczek; Martyna Lech; Joanna Jaworek-Korjakowska; Grzegorz Dyduch; Ryszard Tadeusiewicz (Digital Pathology, 2018)

eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma. - Joanna Jaworek-Korjakowska; Pawel Kleczek (Wirel. Commun. Mob. Comput., 2018)

Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning. - Joanna Jaworek-Korjakowska; Pawel Kleczek; Marek Gorgon (CVPR Workshops, 2019)

Acral melanocytic lesion segmentation with a convolution neural network (U-Net). - Joanna Jaworek-Korjakowska (Computer-Aided Diagnosis, 2019)

A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images. - Pawel Kleczek; Joanna Jaworek-Korjakowska; Marek Gorgon (Comput. Medical Imaging Graph., 2020)

Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images. - Andrzej Brodzicki; Joanna Jaworek-Korjakowska; Pawel Kleczek; Megan C. Garland; Matthew Bogyo (Sensors, 2020)

Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders. - Dariusz Kucharski; Pawel Kleczek; Joanna Jaworek-Korjakowska; Grzegorz Dyduch; Marek Gorgon (Sensors, 2020)

SafeSO: Interpretable and Explainable Deep Learning Approach for Seat Occupancy Classification in Vehicle Interior. - Joanna Jaworek-Korjakowska; Aleksander Kostuch; Pawel Skruch (CVPR Workshops, 2021)

The Whale Optimization Algorithm Approach for Deep Neural Networks. - Andrzej Brodzicki; Michal Piekarski; Joanna Jaworek-Korjakowska (Sensors, 2021)

Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images. - Joanna Jaworek-Korjakowska; Anna Wójcicka; Dariusz Kucharski; Andrzej Brodzicki; Connah Kendrick; Bill Cassidy; Moi Hoon Yap (ECCV Workshops (4), 2022)

A Hybrid Deep Learning Based Anomaly Detection Framework dedicated for Big Research Infrastructures. - Michal Piekarski; Joanna Jaworek-Korjakowska; Adriana Wawrzyniak (ICARCV, 2022)

DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection. - Dariusz Kucharski; Aleksander Kostuch; Filip Noworolnik; Andrzej Brodzicki; Joanna Jaworek-Korjakowska (DFUC@MICCAI, 2022)

Analysis of the ISIC image datasets: Usage, benchmarks and recommendations. - Bill Cassidy; Connah Kendrick; Andrzej Brodzicki; Joanna Jaworek-Korjakowska; Moi Hoon Yap (Medical Image Anal., 2022)

CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer. - Adam Pardyl; Dawid Rymarczyk; Joanna Jaworek-Korjakowska; Dariusz Kucharski; Andrzej Brodzicki; Julia Lasek; Zofia Schneider; Iwona Kucybala; Andrzej Urbanik; Rafal Obuchowicz; Zbislaw Tabor; Bartosz Zielinski 001 (ECAI, 2023)

Facial Expression Recognition in-the-Wild Using Blended Feature Attention Network. - Karnati Mohan; Ayan Seal; Joanna Jaworek-Korjakowska; Ondrej Krejcar (IEEE Trans. Instrum. Meas., 2023)

Single Image Dehazing via Fusion of Multilevel Attention Network for Vision-Based Measurement Applications. - Geet Sahu; Ayan Seal; Joanna Jaworek-Korjakowska; Ondrej Krejcar (IEEE Trans. Instrum. Meas., 2023)

An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks. - Tacjana Niksa-Rynkiewicz; Piotr Stomma; Anna Witkowska; Danuta Rutkowska; Adam Slowik; Krzysztof Cpalka; Joanna Jaworek-Korjakowska; Piotr Kolendo (J. Artif. Intell. Soft Comput. Res., 2023)

Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments. - Maciej Aleksandrowicz; Joanna Jaworek-Korjakowska (J. Artif. Intell. Soft Comput. Res., 2023)

CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation. - Samir Jain; Rohan Atale; Anubhav Gupta; Utkarsh Mishra; Ayan Seal; Aparajita Ojha; Joanna Jaworek-Korjakowska; Ondrej Krejcar (IEEE Trans. Medical Imaging, 2023)

Diabetic Foot Ulcer Unsupervised Segmentation with Vision Transformers Attention. - Andrzej Brodzicki; Dariusz Kucharski; Bartlomiej Moniak; Aleksander Kostuch; Filip Noworolnik; Anna Wójcicka; Joanna Jaworek-Korjakowska (DFUC@MICCAI, 2024)

Analysis of Deep Learning-Based Frameworks for Fault Detection in Big Research Infrastructures: A Case Study of the SOLARIS Synchrotron. - Michal Piekarski; Joanna Jaworek-Korjakowska; Adriana Wawrzyniak (IEEE Access, 2024)

Automatic Analysis and Anomaly Detection System of Transverse Electron Beam Profile Based on Advanced and Interpretable Deep Learning Architectures. - Michal Piekarski; Joanna Jaworek-Korjakowska; Adriana Wawrzyniak (J. Artif. Intell. Soft Comput. Res., 2024)

MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals. - Karnati Mohan; Geet Sahu; Akanksha Yadav; Ayan Seal; Joanna Jaworek-Korjakowska; Marek Penhaker; Ondrej Krejcar (Knowl. Based Syst., 2024)

BMFCNet: Blended Multilevel Features With Constraint Fusion Network for Depression Detection From EEG Signals. - Karnati Mohan; Geet Sahu; Gautam Verma; Ayan Seal; Malay Kishore Dutta; Joanna Jaworek-Korjakowska (IEEE Trans. Instrum. Meas., 2025)