Joanna Jaworek-Korjakowska

Marek Penhaker

Knowl. Based Syst., 2024

Automatic Analysis and Anomaly Detection System of Transverse Electron Beam Profile Based on Advanced and Interpretable Deep Learning Architectures.

[BibT_eX]

[DOI]

Adriana Wawrzyniak

J. Artif. Intell. Soft Comput. Res., 2024

Analysis of Deep Learning-Based Frameworks for Fault Detection in Big Research Infrastructures: A Case Study of the SOLARIS Synchrotron.

[BibT_eX]

[DOI]

Adriana Wawrzyniak

IEEE Access, 2024

2023

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, December, 2023

Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments.

[BibT_eX]

[DOI]

Maciej Aleksandrowicz

J. Artif. Intell. Soft Comput. Res., December, 2023

An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks.

[BibT_eX]

[DOI]

Tacjana Niksa-Rynkiewicz

Piotr Kolendo

J. Artif. Intell. Soft Comput. Res., June, 2023

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

[BibT_eX]

[DOI]

Geet Sahu

Ayan Seal

IEEE Trans. Instrum. Meas., 2023

Facial Expression Recognition in-the-Wild Using Blended Feature Attention Network.

[BibT_eX]

[DOI]

Karnati Mohan

Ayan Seal

IEEE Trans. Instrum. Meas., 2023

CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer.

[BibT_eX]

[DOI]

Adam Pardyl

Dawid Rymarczyk

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

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

[BibT_eX]

[DOI]

Bill Cassidy

Connah Kendrick

Andrzej Brodzicki

Moi Hoon Yap

Medical Image Anal., 2022

DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection.

[BibT_eX]

[DOI]

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022

A Hybrid Deep Learning Based Anomaly Detection Framework dedicated for Big Research Infrastructures.

[BibT_eX]

[DOI]

Adriana Wawrzyniak

Proceedings of the 17th International Conference on Control, 2022

Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

The Whale Optimization Algorithm Approach for Deep Neural Networks.

[BibT_eX]

[DOI]

Andrzej Brodzicki

Sensors, 2021

SafeSO: Interpretable and Explainable Deep Learning Approach for Seat Occupancy Classification in Vehicle Interior.

[BibT_eX]

[DOI]

Aleksander Kostuch

Pawel Skruch

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders.

[BibT_eX]

[DOI]

Dariusz Kucharski

Grzegorz Dyduch

Marek Gorgon

Sensors, 2020

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

[BibT_eX]

[DOI]

Andrzej Brodzicki

Megan C. Garland

Matthew Bogyo

Sensors, 2020

A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images.

[BibT_eX]

[DOI]

Marek Gorgon

Comput. Medical Imaging Graph., 2020

2019

Acral melanocytic lesion segmentation with a convolution neural network (U-Net).

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

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

[BibT_eX]

[DOI]

Marek Gorgon

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2018

Segmentation of black ink and melanin in skin histopathological images.

[BibT_eX]

[DOI]

Martyna Lech

Grzegorz Dyduch

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2017

Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin.

[BibT_eX]

[DOI]

Grzegorz Dyduch

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature.

[BibT_eX]

[DOI]

Marcin Grzegorzek

Kimiaki Shirahama

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Classification of Physiological Data for Emotion Recognition.

[BibT_eX]

[DOI]

Philip Gouverneur

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Fully Automated Lipid Pool Detection Using Near Infrared Spectroscopy.

[BibT_eX]

[DOI]

Elzbieta Pociask

Krzysztof Malinowski

Tomasz Roleder

Wojciech Wojakowski

Comput. Math. Methods Medicine, 2016

2015

Novel Method for Border Irregularity Assessment in Dermoscopic Color Images.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2015

Design of a teledermatology system to support the consultation of dermoscopic cases using mobile technologies and cloud platform.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2015

2014

Determination of border irregularity in dermoscopic color images of pigmented skin lesions.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Hair removal from dermoscopic color images.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2013

Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Automatic Detection of Melanomas: An Application Based on the ABCD Criteria.

[BibT_eX]

[DOI]