default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDArkadiusz Gertych
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j27]Natalia Zurek
, Yi Zhang, Dermot P. B. McGovern, Ann E. Walts, Arkadiusz Gertych:
Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease. Comput. Methods Programs Biomed. 257: 108423 (2024)- [j26]Arkadiusz Gertych, Oliver Faust:
AI explainability and bias propagation in medical decision support. Comput. Methods Programs Biomed. 257: 108465 (2024) - 2023
- [j25]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: 107518 (2023) - 2022
- [j24]Mariusz Marzec, Adam Piórkowski, Arkadiusz Gertych:
Efficient automatic 3D segmentation of cell nuclei for high-content screening. BMC Bioinform. 23(1): 203 (2022) - [c14]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: 271-284 - 2021
- [j23]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: 101865 (2021) - [j22]Ewa Pietka, Arkadiusz Gertych:
Advances in biomedical image processing. Comput. Medical Imaging Graph. 89: 101891 (2021) - 2020
- [j21]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: 101752 (2020) - [c13]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: 113200D
2010 – 2019
- 2019
- [j20]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): 945-954 (2019) - [c12]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: 13-25 - [i1]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 abs/1905.13208 (2019) - 2018
- [j19]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: 11-18 (2018) - [j18]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: 55-62 (2018) - [j17]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: 234-235 (2018) - [j16]Ewa Pietka, Arkadiusz Gertych:
Editorial: Special issue on advances in biomedical image processing. Comput. Medical Imaging Graph. 65: 1-3 (2018) - [j15]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: 125-133 (2018) - [j14]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: 952-959 (2018) - [j13]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: 127-135 (2018) - [c11]Zhaoxuan Ma, Zaneta Swiderska-Chadaj, Nathan Ing, Hootan Salemi, Dermot P. B. McGovern, Beatrice S. Knudsen, Arkadiusz Gertych:
Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies. ITIB 2018: 379-392 - [c10]Adam Piórkowski, Arkadiusz Gertych:
Color Normalization Approach to Adjust Nuclei Segmentation in Images of Hematoxylin and Eosin Stained Tissue. ITIB 2018: 393-406 - [c9]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: 105811B - 2017
- [j12]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: 389-396 (2017) - [j11]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: 13-20 (2017) - [c8]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 - [c7]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: 448-458 - 2016
- [j10]Arkadiusz Gertych, Ewa Pietka:
Foreword to the special issue on Information Technologies in Biomedicine. Comput. Biol. Medicine 69: 234-235 (2016) - [j9]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: 328-338 (2016) - [c6]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: 193-206 - 2015
- [j8]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: 197-208 (2015) - 2012
- [c5]Arkadiusz Gertych:
Features of DNA Signals Codistribution in High-Content Screening of Drug-Induced Demethylation in Cancer Cells. ITIB 2012: 412-421 - 2010
- [c4]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: 762435
2000 – 2009
- 2008
- [c3]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: 69151U - 2007
- [j7]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): 299-310 (2007) - [j6]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): 311-321 (2007) - [j5]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): 322-331 (2007) - [j4]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): 115-123 (2007) - [c2]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: 65142U - 2005
- [c1]Arkadiusz Gertych, Ewa Pietka, H. K. Huang:
Active Contour Technique in Post-segmentation Edge Smoothing Applied to Hand Radiograph Regions of Interest. CORES 2005: 511-518 - 2004
- [j3]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): 175-188 (2004) - 2001
- [j2]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): 165-172 (2001) - [j1]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): 715-729 (2001)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-31 20:17 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
