Arkadiusz Gertych

46 papers Misc 1Journal 32Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advances in digital health: Multimodal intelligence and translational impact. Comput. Methods Programs Biomed. Arkadiusz Gertych, Massimo Salvi, Massimo Mischi
2026	J	`jnl`	Shifting the Focus of Digital Pathology: The Raising Relevance of Pre-Processing Phase Over Model Complexity. IET Image Process. Massimo Salvi, Nicola Michielli, Alessandro Mogetta, Alessandro Gambella, Abdulkadir Sengür, Filippo Molinari, Arkadiusz Gertych
2025	J	`jnl`	AI-driven glomerular morphology quantification: a novel pipeline for assessing basement membrane thickness and podocyte foot process effacement in kidney diseases. Comput. Methods Programs Biomed. Michifumi Yamashita, Natalia Piaseczna, Akira Takahashi, Daisuke Kiyozawa, Narihito Tatsumoto, Shohei Kaneko, Natalia Zurek, Arkadiusz Gertych
2025	J	`jnl`	Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare. Int. J. Medical Informatics Massimo Salvi, Silvia Seoni, Andrea Campagner, Arkadiusz Gertych, U. Rajendra Acharya, Filippo Molinari, Federico Cabitza
2024	J	`jnl`	AI explainability and bias propagation in medical decision support. Comput. Methods Programs Biomed. Arkadiusz Gertych, Oliver Faust
2024	J	`jnl`	Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease. Comput. Methods Programs Biomed. Natalia Zurek, Yi Zhang, Dermot P. B. McGovern, Ann E. Walts, Arkadiusz Gertych
2023	J	`jnl`	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. Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych
2022	J	`jnl`	Efficient automatic 3D segmentation of cell nuclei for high-content screening. BMC Bioinform. Mariusz Marzec, Adam Piórkowski, Arkadiusz Gertych
2022	—	`conf`	Rigid and Elastic Registrations Benchmark on Re-stained Histologic Human Ileum Images. ITIB Pawel Cyprys, Natalia Wylezol, Adrianna Jagodzinska, Julia Uzdowska, Bartlomiej Pycinski, Arkadiusz Gertych
2021	J	`jnl`	A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues. Comput. Medical Imaging Graph. Jaime Gallego, Zaneta Swiderska-Chadaj, Tomasz Markiewicz, Michifumi Yamashita, M. Alejandra Gabaldon, Arkadiusz Gertych
2021	J	`jnl`	Advances in biomedical image processing. Comput. Medical Imaging Graph. Ewa Pietka, Arkadiusz Gertych
2020	J	`jnl`	A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues. Comput. Medical Imaging Graph. Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych
2020	—	`conf`	A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma. Digital Pathology 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
2019	J	`jnl`	An attention-based multi-resolution model for prostate whole slide imageclassification and localization. CoRR Jiayun Li, Wenyuan Li, Arkadiusz Gertych, Beatrice S. Knudsen, William Speier, Corey W. Arnold
2019	—	`conf`	Contextual Classification of Tumor Growth Patterns in Digital Histology Slides. ITIB Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
2019	J	`jnl`	Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans. Medical Imaging Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold
2018	J	`jnl`	Age-related Macular Degeneration detection using deep convolutional neural network. Future Gener. Comput. Syst. 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
2018	J	`jnl`	An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. Jiayun Li, William Speier, King Chung Ho, Karthik V. Sarma, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
2018	J	`jnl`	Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features. Comput. Biol. Medicine 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
2018	J	`jnl`	Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network. Future Gener. Comput. Syst. U. Rajendra Acharya, Hamido Fujita, Shu Lih Oh, U. Raghavendra, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Yuki Hagiwara
2018	—	`conf`	Color Normalization Approach to Adjust Nuclei Segmentation in Images of Hematoxylin and Eosin Stained Tissue. ITIB Adam Piórkowski, Arkadiusz Gertych
2018	J	`jnl`	Editorial: Special issue on advances in biomedical image processing. Comput. Medical Imaging Graph. Ewa Pietka, Arkadiusz Gertych
2018	J	`jnl`	Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images. Comput. Biol. Medicine 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
2018	—	`conf`	Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies. ITIB Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot P. B. McGovern, Beatrice S. Knudsen, Arkadiusz Gertych
2018	—	`conf`	Semantic segmentation for prostate cancer grading by convolutional neural networks. Digital Pathology Nathan Ing, Zhaoxuan Ma, Jiayun Li, Hootan Salemi, Corey W. Arnold, Beatrice S. Knudsen, Arkadiusz Gertych
2018	J	`jnl`	Trends in Active and Assisted Living - Open hardware architecture, Human Data Interpretation, intervention and assistance. Comput. Biol. Medicine Marcin Grzegorzek, Arkadiusz Gertych, Georg Aumayr, Ewa Pietka
2017	—	`conf`	A Deep Learning Pipeline to Delineate Proliferative Areas of Intracranial Tumors in Digital Slides. MIUA Zaneta Swiderska-Chadaj, Tomasz Markiewicz, Bartlomiej Grala, Malgorzata Lorent, Arkadiusz Gertych
2017	Misc	`conf`	A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA Jiayun Li, Karthik V. Sarma, King Chung Ho, Arkadiusz Gertych, Beatrice S. Knudsen, Corey W. Arnold
2017	J	`jnl`	A deep convolutional neural network model to classify heartbeats. Comput. Biol. Medicine U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, Arkadiusz Gertych, Ru-San Tan
2017	J	`jnl`	Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques. Comput. Biol. Medicine 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
2016	J	`jnl`	Foreword to the special issue on Information Technologies in Biomedicine. Comput. Biol. Medicine Arkadiusz Gertych, Ewa Pietka
2016	—	`conf`	Machine Learning Can Reliably Distinguish Histological Patterns of Micropapillary and Solid Lung Adenocarcinomas. ITIB (2) Nathan Ing, Sadri Salman, Zhaoxuan Ma, Ann E. Walts, Beatrice S. Knudsen, Arkadiusz Gertych
2016	J	`jnl`	Rapid 3-D delineation of cell nuclei for high-content screening platforms. Comput. Biol. Medicine Arkadiusz Gertych, Zhaoxuan Ma, Jian Tajbakhsh, Adriana Velásquez-Vacca, Beatrice S. Knudsen
2015	J	`jnl`	Machine learning approaches to analyze histological images of tissues from radical prostatectomies. Comput. Medical Imaging Graph. Arkadiusz Gertych, Nathan Ing, Zhaoxuan Ma, Thomas J. Fuchs, Sadri Salman, Sambit Mohanty, Sanica Bhele, Adriana Velásquez-Vacca, Mahul B. Amin, Beatrice S. Knudsen
2012	—	`conf`	Features of DNA Signals Codistribution in High-Content Screening of Drug-Induced Demethylation in Cancer Cells. ITIB Arkadiusz Gertych
2010	—	`conf`	Automatic recognition of abnormal cells in cytological tests using multispectral imaging. Computer-Aided Diagnosis Arkadiusz Gertych, G. Galliano, S. Bose, D. L. Farkas
2008	—	`conf`	Quantitative assessment of multiple sclerosis lesion load using CAD and expert input. Computer-Aided Diagnosis Arkadiusz Gertych, Alexis Wong, Alan Sangnil, Brent J. Liu
2007	—	`conf`	A CAD system for assessment of MRI findings to track the progression of multiple sclerosis. Computer-Aided Diagnosis Alexis Wong, Arkadiusz Gertych, Chi-Shing Zee, Bing Guo, Brent J. Liu
2007	J	`jnl`	Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones. Comput. Medical Imaging Graph. Aifeng Zhang, Arkadiusz Gertych, Brent J. Liu
2007	J	`jnl`	Bone age assessment of children using a digital hand atlas. Comput. Medical Imaging Graph. Arkadiusz Gertych, Aifeng Zhang, James W. Sayre, Sylwia Pospiech-Kurkowska, H. K. Huang
2007	J	`jnl`	Image-assisted knowledge discovery and decision support in radiation therapy planning. Comput. Medical Imaging Graph. Brent J. Liu, Maria Y. Y. Law, Jorge Documet, Arkadiusz Gertych
2007	J	`jnl`	Segmentation of regions of interest and post-segmentation edge location improvement in computer-aided bone age assessment. Pattern Anal. Appl. Arkadiusz Gertych, Ewa Pietka, Brent J. Liu
2005	—	`conf`	Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest. CORES Arkadiusz Gertych, Ewa Pietka, H. K. Huang
2004	J	`jnl`	Computer-Assisted Bone Age Assessment: Graphical User Interface for Image Processing and Comparison. J. Digit. Imaging Ewa Pietka, Arkadiusz Gertych, Sylwia Pospiech-Kurkowska, Fei Cao, H. K. Huang, Vincente Gilzanz
2001	J	`jnl`	Computer Assisted Bone Age Assessment: Image Preprocessing and Epiphyseal/Metaphyseal ROI Extraction. IEEE Trans. Medical Imaging Ewa Pietka, Arkadiusz Gertych, Sylwia Pospiech, Fei Cao, H. K. Huang, Vicente Gilsanz
2001	J	`jnl`	Computer Automated Approach to the Extraction of Epiphyseal Regions in Hand Radiographs. J. Digit. Imaging Ewa Pietka, Sylwia Pospiech, Arkadiusz Gertych, Fei Cao, H. K. Huang, Vicente Gilsanz