Arkadiusz Gertych

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 27

Top Topics

Image Processing

Convolutional Neural Network

Histological Images

Top Venues

Comput. Biol. Medicine

Comput. Medical Imaging Graph.

Future Gener. Comput. Syst.

Publications

Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych
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. 234 (2023)
Pawel Cyprys, Natalia Wylezol, Adrianna Jagodzinska, Julia Uzdowska, Bartlomiej Pycinski, Arkadiusz Gertych
Rigid and Elastic Registrations Benchmark on Re-stained Histologic Human Ileum Images. ITIB (2022)
Mariusz Marzec, Adam Piórkowski, Arkadiusz Gertych
Efficient automatic 3D segmentation of cell nuclei for high-content screening. BMC Bioinform. 23 (1) (2022)
Jaime Gallego, Zaneta Swiderska-Chadaj, Tomasz Markiewicz, Michifumi Yamashita, M. Alejandra Gabaldon, Arkadiusz Gertych
A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues. Comput. Medical Imaging Graph. 89 (2021)
Ewa Pietka, Arkadiusz Gertych
Advances in biomedical image processing. Comput. Medical Imaging Graph. 89 (2021)
Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych
A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues. Comput. Medical Imaging Graph. 84 (2020)
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
A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma. Medical Imaging: Digital Pathology (2020)
Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold
Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans. Medical Imaging 38 (4) (2019)
Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
Contextual Classification of Tumor Growth Patterns in Digital Histology Slides. ITIB (2019)
Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold
An attention-based multi-resolution model for prostate whole slide imageclassification and localization. CoRR (2019)
Nathan Ing, Zhaoxuan Ma, Jiayun Li, Hootan Salemi, Corey W. Arnold, Beatrice S. Knudsen, Arkadiusz Gertych
Semantic segmentation for prostate cancer grading by convolutional neural networks. Medical Imaging: Digital Pathology (2018)
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
Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images. Comput. Biol. Medicine 95 (2018)
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
Age-related Macular Degeneration detection using deep convolutional neural network. Future Gener. Comput. Syst. 87 (2018)
Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot McGovern, Beatrice S. Knudsen, Arkadiusz Gertych
Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies. ITIB (2018)
U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, U. Raghavendra, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Yuki Hagiwara
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network. Future Gener. Comput. Syst. 79 (2018)
Marcin Grzegorzek, Arkadiusz Gertych, Georg Aumayr, Ewa Pietka
Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance. Comput. Biol. Medicine 95 (2018)
Adam Piórkowski, Arkadiusz Gertych
Color Normalization Approach to Adjust Nuclei Segmentation in Images of Hematoxylin and Eosin Stained Tissue. ITIB (2018)
Ewa Pietka, Arkadiusz Gertych
Editorial: Special issue on advances in biomedical image processing. Comput. Medical Imaging Graph. 65 (2018)
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
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features. Comput. Biol. Medicine 94 (2018)
Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. 69 (2018)
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
Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques. Comput. Biol. Medicine 91 (2017)
Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA (2017)
U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Ru San Tan
A deep convolutional neural network model to classify heartbeats. Comput. Biol. Medicine 89 (2017)
Zaneta Swiderska-Chadaj, Tomasz Markiewicz, Bartlomiej Grala, Malgorzata Lorent, Arkadiusz Gertych
A Deep Learning Pipeline to Delineate Proliferative Areas of Intracranial Tumors in Digital Slides. MIUA (2017)
Arkadiusz Gertych, Zhaoxuan Ma, Jian Tajbakhsh, Adriana Velásquez-Vacca, Beatrice S. Knudsen
Rapid 3-D delineation of cell nuclei for high-content screening platforms. Comput. Biol. Medicine 69 (2016)
Arkadiusz Gertych, Ewa Pietka
Foreword to the special issue on Information Technologies in Biomedicine. Comput. Biol. Medicine 69 (2016)
Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas. ITIB (2) (2016)
Arkadiusz Gertych, Nathan Ing, Zhaoxuan Ma, Thomas J. Fuchs, Sadri Salman, Sambit Mohanty, Sanica Bhele, Adriana Velásquez-Vacca, Mahul B. Amin, Beatrice S. Knudsen
Machine learning approaches to analyze histological images of tissues from radical prostatectomies. Comput. Medical Imaging Graph. 46 (2015)
Arkadiusz Gertych
Features of DNA Signals Codistribution in High-Content Screening of Drug-Induced Demethylation in Cancer Cells. ITIB (2012)
Arkadiusz Gertych, G. Galliano, S. Bose, D. L. Farkas
Automatic recognition of abnormal cells in cytological tests using multispectral imaging. Medical Imaging: Computer-Aided Diagnosis (2010)
Arkadiusz Gertych, Alexis Wong, Alan Sangnil, Brent J. Liu
Quantitative assessment of multiple sclerosis lesion load using CAD and expert input. Medical Imaging: Computer-Aided Diagnosis (2008)
Aifeng Zhang, Arkadiusz Gertych, Brent J. Liu
Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones. Comput. Medical Imaging Graph. 31 (4-5) (2007)
Arkadiusz Gertych, Ewa Pietka, Brent J. Liu
Segmentation of regions of interest and post-segmentation edge location improvement in computer-aided bone age assessment. Pattern Anal. Appl. 10 (2) (2007)
Brent J. Liu, Maria Y. Y. Law, Jorge Documet, Arkadiusz Gertych
Image-assisted knowledge discovery and decision support in radiation therapy planning. Comput. Medical Imaging Graph. 31 (4-5) (2007)
Alexis Wong, Arkadiusz Gertych, Chi-Shing Zee, Bing Guo, Brent J. Liu
A CAD system for assessment of MRI findings to track the progression of multiple sclerosis. Medical Imaging: Computer-Aided Diagnosis (2007)
Arkadiusz Gertych, Aifeng Zhang, James W. Sayre, Sylwia Pospiech-Kurkowska, H. K. Huang
Bone age assessment of children using a digital hand atlas. Comput. Medical Imaging Graph. 31 (4-5) (2007)
Arkadiusz Gertych, Ewa Pietka, H. K. Huang
Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest. CORES (2005)
Ewa Pietka, Arkadiusz Gertych, Sylwia Pospiech-Kurkowska, Fei Cao, H. K. Huang, Vincente Gilzanz
Computer-Assisted Bone Age Assessment: Graphical User Interface for Image Processing and Comparison. J. Digit. Imaging 17 (3) (2004)
Ewa Pietka, Arkadiusz Gertych, Sylwia Pospiech, Fei Cao, H. K. Huang, Vicente Gilsanz
Computer Assisted Bone Age Assessment: Image Preprocessing and Epiphyseal/Metaphyseal ROI Extraction. IEEE Trans. Medical Imaging 20 (8) (2001)
Ewa Pietka, Sylwia Pospiech, Arkadiusz Gertych, Fei Cao, H. K. Huang, Vicente Gilsanz
Computer Automated Approach to the Extraction of Epiphyseal Regions in Hand Radiographs. J. Digit. Imaging 14 (4) (2001)