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Arkadiusz Gertych
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Year
A deep convolutional neural network model to classify heartbeats
UR Acharya, SL Oh, Y Hagiwara, JH Tan, M Adam, A Gertych, R San Tan
Computers in biology and medicine 89, 389-396, 2017
12472017
Computer-assisted bone age assessment: Image preprocessing and epiphyseal/metaphyseal ROI extraction
E Pietka, A Gertych, S Pospiech, F Cao, HK Huang, V Gilsanz
IEEE transactions on medical imaging 20 (8), 715-729, 2001
2922001
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network
UR Acharya, H Fujita, SL Oh, U Raghavendra, JH Tan, M Adam, ...
Future Generation Computer Systems 79, 952-959, 2018
2862018
Bone age assessment of children using a digital hand atlas
A Gertych, A Zhang, J Sayre, S Pospiech-Kurkowska, HK Huang
Computerized medical imaging and graphics 31 (4-5), 322-331, 2007
2352007
Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones
A Zhang, A Gertych, BJ Liu
Computerized Medical Imaging and Graphics 31 (4-5), 299-310, 2007
1712007
Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones
A Zhang, A Gertych, BJ Liu
Computerized Medical Imaging and Graphics 31 (4-5), 299-310, 2007
1712007
Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides
A Gertych, Z Swiderska-Chadaj, Z Ma, N Ing, T Markiewicz, S Cierniak, ...
Scientific reports 9 (1), 1483, 2019
1682019
Age-related macular degeneration detection using deep convolutional neural network
JH Tan, SV Bhandary, S Sivaprasad, Y Hagiwara, A Bagchi, ...
Future Generation Computer Systems 87, 127-135, 2018
1492018
A structural and functional acromegaly classification
D Cuevas-Ramos, JD Carmichael, O Cooper, VS Bonert, A Gertych, ...
The Journal of Clinical Endocrinology & Metabolism 100 (1), 122-131, 2015
1392015
Treatment of clinically nonfunctioning pituitary adenomas with dopamine agonists
Y Greenman, O Cooper, I Yaish, E Robenshtok, N Sagiv, T Jonas-Kimchi, ...
European Journal of Endocrinology 175 (1), 63-72, 2016
1272016
Machine learning approaches to analyze histological images of tissues from radical prostatectomies
A Gertych, N Ing, Z Ma, TJ Fuchs, S Salman, S Mohanty, S Bhele, ...
Computerized Medical Imaging and Graphics 46, 197-208, 2015
1192015
Path R-CNN for prostate cancer diagnosis and gleason grading of histological images
W Li, J Li, KV Sarma, KC Ho, S Shen, BS Knudsen, A Gertych, CW Arnold
IEEE transactions on medical imaging 38 (4), 945-954, 2018
1152018
Integration of computer assisted bone age assessment with clinical PACS
E Pietka, S Pospiech-Kurkowska, A Gertych, F Cao
Computerized medical imaging and graphics 27 (2-3), 217-228, 2003
1042003
A multi-scale u-net for semantic segmentation of histological images from radical prostatectomies
J Li, KV Sarma, KC Ho, A Gertych, BS Knudsen, CW Arnold
AMIA Annual Symposium Proceedings 2017, 1140, 2017
752017
Automated detection of sleep stages using deep learning techniques: A systematic review of the last decade (2010–2020)
HW Loh, CP Ooi, J Vicnesh, SL Oh, O Faust, A Gertych, UR Acharya
Applied Sciences 10 (24), 8963, 2020
732020
Semantic segmentation for prostate cancer grading by convolutional neural networks
N Ing, Z Ma, J Li, H Salemi, C Arnold, BS Knudsen, A Gertych
Medical Imaging 2018: Digital Pathology 10581, 343-355, 2018
682018
Computer automated approach to the extraction of epiphyseal regions in hand radiographs
E Pietka, S Pospiech, A Gertych, F Cao, HK Huang, V Gilsanz
Journal of Digital Imaging 14 (4), 165, 2001
572001
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies
J Li, W Speier, KC Ho, KV Sarma, A Gertych, BS Knudsen, CW Arnold
Computerized Medical Imaging and Graphics 69, 125-133, 2018
552018
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features
UR Acharya, JEW Koh, Y Hagiwara, JH Tan, A Gertych, A Vijayananthan, ...
Computers in biology and medicine 94, 11-18, 2018
552018
Regulation of microtubule dynamics by DIAPH3 influences amoeboid tumor cell mechanics and sensitivity to taxanes
S Morley, S You, S Pollan, J Choi, B Zhou, MH Hager, K Steadman, ...
Scientific reports 5 (1), 12136, 2015
522015
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