Joanna Jaworek-Korjakowska

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 25

Top Topics

Diagnosis Of Lung Cancer

Top Venues

J. Artif. Intell. Soft Comput. Res.

IEEE Trans. Instrum. Meas.

Medical Imaging: Digital Pathology

Publications

Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak
Automatic Analysis and Anomaly Detection System of Transverse Electron Beam Profile Based on Advanced and Interpretable Deep Learning Architectures. J. Artif. Intell. Soft Comput. Res. 14 (2) (2024)
Karnati Mohan, Geet Sahu, Akanksha Yadav, Ayan Seal, Joanna Jaworek-Korjakowska, Marek Penhaker, Ondrej Krejcar
MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals. Knowl. Based Syst. 301 (2024)
Geet Sahu, Ayan Seal, Joanna Jaworek-Korjakowska, Ondrej Krejcar
Single Image Dehazing via Fusion of Multilevel Attention Network for Vision-Based Measurement Applications. IEEE Trans. Instrum. Meas. 72 (2023)
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
CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer. ECAI (2023)
Samir Jain, Rohan Atale, Anubhav Gupta, Utkarsh Mishra, Ayan Seal, Aparajita Ojha, Joanna Jaworek-Korjakowska, Ondrej Krejcar
CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation. IEEE Trans. Medical Imaging 42 (12) (2023)
Karnati Mohan, Ayan Seal, Joanna Jaworek-Korjakowska, Ondrej Krejcar
Facial Expression Recognition in-the-Wild Using Blended Feature Attention Network. IEEE Trans. Instrum. Meas. 72 (2023)
Tacjana Niksa-Rynkiewicz, Piotr Stomma, Anna Witkowska, Danuta Rutkowska, Adam Slowik, Krzysztof Cpalka, Joanna Jaworek-Korjakowska, Piotr Kolendo
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks. J. Artif. Intell. Soft Comput. Res. 13 (3) (2023)
Maciej Aleksandrowicz, Joanna Jaworek-Korjakowska
Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments. J. Artif. Intell. Soft Comput. Res. 14 (1) (2023)
Dariusz Kucharski, Aleksander Kostuch, Filip Noworolnik, Andrzej Brodzicki, Joanna Jaworek-Korjakowska
DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection. DFUC@MICCAI (2022)
Joanna Jaworek-Korjakowska, Anna Wójcicka, Dariusz Kucharski, Andrzej Brodzicki, Connah Kendrick, Bill Cassidy, Moi Hoon Yap
Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images. ECCV Workshops (4) (2022)
Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak
A Hybrid Deep Learning Based Anomaly Detection Framework dedicated for Big Research Infrastructures. ICARCV (2022)
Bill Cassidy, Connah Kendrick, Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Moi Hoon Yap
Analysis of the ISIC image datasets: Usage, benchmarks and recommendations. Medical Image Anal. 75 (2022)
Joanna Jaworek-Korjakowska, Aleksander Kostuch, Pawel Skruch
SafeSO: Interpretable and Explainable Deep Learning Approach for Seat Occupancy Classification in Vehicle Interior. CVPR Workshops (2021)
Andrzej Brodzicki, Michal Piekarski, Joanna Jaworek-Korjakowska
The Whale Optimization Algorithm Approach for Deep Neural Networks. Sensors 21 (23) (2021)
Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Pawel Kleczek, Megan C. Garland, Matthew Bogyo
Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images. Sensors 20 (23) (2020)
Pawel Kleczek, Joanna Jaworek-Korjakowska, Marek Gorgon
A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images. Comput. Medical Imaging Graph. 79 (2020)
Dariusz Kucharski, Pawel Kleczek, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Marek Gorgon
Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders. Sensors 20 (6) (2020)
Joanna Jaworek-Korjakowska, Pawel Kleczek, Marek Gorgon
Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning. CVPR Workshops (2019)
Joanna Jaworek-Korjakowska
Acral melanocytic lesion segmentation with a convolution neural network (U-Net). Medical Imaging: Computer-Aided Diagnosis (2019)
Pawel Kleczek, Martyna Lech, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Ryszard Tadeusiewicz
Segmentation of black ink and melanin in skin histopathological images. Medical Imaging: Digital Pathology (2018)
Joanna Jaworek-Korjakowska, Pawel Kleczek
eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma. Wirel. Commun. Mob. Comput. 2018 (2018)
Pawel Kleczek, Grzegorz Dyduch, Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin. Medical Imaging: Digital Pathology (2017)
Joanna Jaworek-Korjakowska, Pawel Kleczek, Marcin Grzegorzek, Kimiaki Shirahama
Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature. ICAISC (1) (2017)
Philip Gouverneur, Joanna Jaworek-Korjakowska, Lukas Köping, Kimiaki Shirahama, Pawel Kleczek, Marcin Grzegorzek
Classification of Physiological Data for Emotion Recognition. ICAISC (1) (2017)
Elzbieta Pociask, Joanna Jaworek-Korjakowska, Krzysztof Malinowski, Tomasz Roleder, Wojciech Wojakowski
Fully Automated Lipid Pool Detection Using Near Infrared Spectroscopy. Comput. Math. Methods Medicine 2016 (2016)
Joanna Jaworek-Korjakowska
Novel Method for Border Irregularity Assessment in Dermoscopic Color Images. Comput. Math. Methods Medicine 2015 (2015)
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
Design of a teledermatology system to support the consultation of dermoscopic cases using mobile technologies and cloud platform. Bio Algorithms Med Syst. 11 (1) (2015)
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
Determination of border irregularity in dermoscopic color images of pigmented skin lesions. EMBC (2014)
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria. ICIP (2013)
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
Hair removal from dermoscopic color images. Bio Algorithms Med Syst. 9 (2) (2013)
Joanna Jaworek-Korjakowska
Automatic Detection of Melanomas: An Application Based on the ABCD Criteria. ITIB (2012)