Arkadiusz Gertych

According to our database, Arkadiusz Gertych authored at least 40 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB).

Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych

Comput. Methods Programs Biomed., June, 2023

2022

Efficient automatic 3D segmentation of cell nuclei for high-content screening.

Mariusz Marzec, Adam Piórkowski, Arkadiusz Gertych

BMC Bioinform., 2022

Rigid and Elastic Registrations Benchmark on Re-stained Histologic Human Ileum Images.

Pawel Cyprys, Natalia Wylezol, Adrianna Jagodzinska, Julia Uzdowska, Bartlomiej Pycinski, Arkadiusz Gertych

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

2021

Advances in biomedical image processing.

Ewa Pietka, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2021

A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues.

Jaime Gallego, Zaneta Swiderska-Chadaj, Tomasz Markiewicz, Michifumi Yamashita, M. Alejandra Gabaldon, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2021

2020

A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues.

Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2020

A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma.

Zaneta Swiderska-Chadaj, Karolina Nurzynska, Bartlomiej Grala, Katrien Grunberg, Lieke van der Woude, Monika Looijen-Salamon, Ann E. Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019

Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images.

Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold

IEEE Trans. Medical Imaging, 2019

An attention-based multi-resolution model for prostate whole slide imageclassification and localization.

Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold

CoRR, 2019

Contextual Classification of Tumor Growth Patterns in Digital Histology Slides.

Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych

Proceedings of the Information Technology in Biomedicine, 2019

2018

Age-related Macular Degeneration detection using deep convolutional neural network.

Jen Hong Tan, Sulatha V. Bhandary, Sobha Sivaprasad, Yuki Hagiwara, Akanksha Bagchi, U. Raghavendra, A. Krishna Rao, Biju Raju, Nitin Shridhara Shetty, Arkadiusz Gertych, Kuang Chua Chua, U. Rajendra Acharya

Future Gener. Comput. Syst., 2018

Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network.

U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, U. Raghavendra, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Yuki Hagiwara

Future Gener. Comput. Syst., 2018

Editorial: Special issue on advances in biomedical image processing.

Ewa Pietka, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2018

An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies.

Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold

Comput. Medical Imaging Graph., 2018

Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images.

U. Raghavendra, Anjan Gudigar, M. Maithri, Arkadiusz Gertych, Kristen M. Meiburger, Chai Hong Yeong, Chakri Madla, Pailin Kongmebhol, Filippo Molinari, Kwan Hoong Ng, U. Rajendra Acharya

Comput. Biol. Medicine, 2018

Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance.

Marcin Grzegorzek, Arkadiusz Gertych, Georg Aumayr, Ewa Pietka

Comput. Biol. Medicine, 2018

Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.

U. Rajendra Acharya, Joel E. W. Koh, Yuki Hagiwara, Jen Hong Tan, Arkadiusz Gertych, Anushya Vijayananthan, Nur Adura Yaakup, Basri Johan Jeet Abdullah, Mohd Kamil Bin Mohd Fabell, Chai Hong Yeong

Comput. Biol. Medicine, 2018

Semantic segmentation for prostate cancer grading by convolutional neural networks.

Nathan Ing, Zhaoxuan Ma, Jiayun Li, Hootan Salemi, Corey W. Arnold, Beatrice S. Knudsen, Arkadiusz Gertych

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Color Normalization Approach to Adjust Nuclei Segmentation in Images of Hematoxylin and Eosin Stained Tissue.

Adam Piórkowski, Arkadiusz Gertych

Proceedings of the Information Technology in Biomedicine, 2018

Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies.

Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot McGovern, Beatrice S. Knudsen, Arkadiusz Gertych

Proceedings of the Information Technology in Biomedicine, 2018

2017

A deep convolutional neural network model to classify heartbeats.

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Ru San Tan

Comput. Biol. Medicine, 2017

Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.

U. Rajendra Acharya, Wei Lin Ng, Kartini Rahmat, K. Vidya Sudarshan, Joel E. W. Koh, Jen Hong Tan, Yuki Hagiwara, Arkadiusz Gertych, Farhana Fadzli, Chai Hong Yeong, Kwan Hoong Ng

Comput. Biol. Medicine, 2017

A Deep Learning Pipeline to Delineate Proliferative Areas of Intracranial Tumors in Digital Slides.

Zaneta Swiderska-Chadaj, Tomasz Markiewicz, Bartlomiej Grala, Malgorzata Lorent, Arkadiusz Gertych

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.

Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold

Proceedings of the AMIA 2017, 2017

2016

Foreword to the special issue on Information Technologies in Biomedicine.

Arkadiusz Gertych, Ewa Pietka

Comput. Biol. Medicine, 2016

Rapid 3-D delineation of cell nuclei for high-content screening platforms.

Arkadiusz Gertych, Zhaoxuan Ma, Jian Tajbakhsh, Adriana Velásquez-Vacca, Beatrice S. Knudsen

Comput. Biol. Medicine, 2016

Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas.

Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

2015

Machine learning approaches to analyze histological images of tissues from radical prostatectomies.

Arkadiusz Gertych, Nathan Ing, Zhaoxuan Ma, Thomas J. Fuchs, Sadri Salman, Sambit Mohanty, Sanica Bhele, Adriana Velásquez-Vacca, Mahul B. Amin, Beatrice S. Knudsen

Comput. Medical Imaging Graph., 2015

2012

Features of DNA Signals Codistribution in High-Content Screening of Drug-Induced Demethylation in Cancer Cells.

Arkadiusz Gertych

Proceedings of the Information Technologies in Biomedicine, 2012

2010

Automatic recognition of abnormal cells in cytological tests using multispectral imaging.

Arkadiusz Gertych, G. Galliano, S. Bose, D. L. Farkas

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2008

Quantitative assessment of multiple sclerosis lesion load using CAD and expert input.

Arkadiusz Gertych, Alexis Wong, Alan Sangnil, Brent J. Liu

Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007

Segmentation of regions of interest and post-segmentation edge location improvement in computer-aided bone age assessment.

Arkadiusz Gertych, Ewa Pietka, Brent J. Liu

Pattern Anal. Appl., 2007

Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones.

Aifeng Zhang, Arkadiusz Gertych, Brent J. Liu

Comput. Medical Imaging Graph., 2007

Image-assisted knowledge discovery and decision support in radiation therapy planning.

Brent J. Liu, Maria Y. Y. Law, Jorge Documet, Arkadiusz Gertych

Comput. Medical Imaging Graph., 2007

Bone age assessment of children using a digital hand atlas.

Arkadiusz Gertych, Aifeng Zhang, James W. Sayre, Sylwia Pospiech-Kurkowska, H. K. Huang

Comput. Medical Imaging Graph., 2007

A CAD system for assessment of MRI findings to track the progression of multiple sclerosis.

Alexis Wong, Arkadiusz Gertych, Chi-Shing Zee, Bing Guo, Brent J. Liu

Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

2005

Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest.

Arkadiusz Gertych, Ewa Pietka, H. K. Huang

Proceedings of the Computer Recognition Systems, 2005

2004

Computer-Assisted Bone Age Assessment: Graphical User Interface for Image Processing and Comparison.

Ewa Pietka, Arkadiusz Gertych, Sylwia Pospiech-Kurkowska, Fei Cao, H. K. Huang, Vincente Gilzanz

J. Digit. Imaging, 2004

2001

Computer Assisted Bone Age Assessment: Image Preprocessing and Epiphyseal/Metaphyseal ROI Extraction.

Ewa Pietka, Arkadiusz Gertych, Sylwia Pospiech, Fei Cao, H. K. Huang, Vicente Gilsanz

IEEE Trans. Medical Imaging, 2001

Computer Automated Approach to the Extraction of Epiphyseal Regions in Hand Radiographs.

Ewa Pietka, Sylwia Pospiech, Arkadiusz Gertych, Fei Cao, H. K. Huang, Vicente Gilsanz

J. Digit. Imaging, 2001