Arkadiusz Gertych
Orcid: 0000-0002-3107-602X
According to our database1,
Arkadiusz Gertych
authored at least 42 papers
between 2001 and 2024.
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Bibliography
2024
Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease.
Comput. Methods Programs Biomed., 2024
Comput. Methods Programs Biomed., 2024
2023
Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).
Comput. Methods Programs Biomed., June, 2023
2022
BMC Bioinform., 2022
Rigid and Elastic Registrations Benchmark on Re-stained Histologic Human Ileum Images.
Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022
2021
A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues.
Comput. Medical Imaging Graph., 2021
2020
A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues.
Comput. Medical Imaging Graph., 2020
A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020
2019
IEEE Trans. Medical Imaging, 2019
An attention-based multi-resolution model for prostate whole slide imageclassification and localization.
CoRR, 2019
Proceedings of the Information Technology in Biomedicine, 2019
2018
Future Gener. Comput. Syst., 2018
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network.
Future Gener. Comput. Syst., 2018
Comput. Medical Imaging Graph., 2018
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.
Comput. Medical Imaging Graph., 2018
Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images.
Comput. Biol. Medicine, 2018
Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.
Comput. Biol. Medicine, 2018
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.
Comput. Biol. Medicine, 2018
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018
Color Normalization Approach to Adjust Nuclei Segmentation in Images of Hematoxylin and Eosin Stained Tissue.
Proceedings of the Information Technology in Biomedicine, 2018
Proceedings of the Information Technology in Biomedicine, 2018
2017
Comput. Biol. Medicine, 2017
Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.
Comput. Biol. Medicine, 2017
A Deep Learning Pipeline to Delineate Proliferative Areas of Intracranial Tumors in Digital Slides.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies.
Proceedings of the AMIA 2017, 2017
2016
Comput. Biol. Medicine, 2016
Comput. Biol. Medicine, 2016
Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas.
Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016
2015
Machine learning approaches to analyze histological images of tissues from radical prostatectomies.
Comput. Medical Imaging Graph., 2015
2012
Features of DNA Signals Codistribution in High-Content Screening of Drug-Induced Demethylation in Cancer Cells.
Proceedings of the Information Technologies in Biomedicine, 2012
2010
Automatic recognition of abnormal cells in cytological tests using multispectral imaging.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010
2008
Quantitative assessment of multiple sclerosis lesion load using CAD and expert input.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008
2007
Segmentation of regions of interest and post-segmentation edge location improvement in computer-aided bone age assessment.
Pattern Anal. Appl., 2007
Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones.
Comput. Medical Imaging Graph., 2007
Image-assisted knowledge discovery and decision support in radiation therapy planning.
Comput. Medical Imaging Graph., 2007
Comput. Medical Imaging Graph., 2007
A CAD system for assessment of MRI findings to track the progression of multiple sclerosis.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, 2007
2005
Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest.
Proceedings of the Computer Recognition Systems, 2005
2004
Computer-Assisted Bone Age Assessment: Graphical User Interface for Image Processing and Comparison.
J. Digit. Imaging, 2004
2001
Computer Assisted Bone Age Assessment: Image Preprocessing and Epiphyseal/Metaphyseal ROI Extraction.
IEEE Trans. Medical Imaging, 2001
Computer Automated Approach to the Extraction of Epiphyseal Regions in Hand Radiographs.
J. Digit. Imaging, 2001