User profiles for Arkadiusz Gertych
![]() | Arkadiusz GertychCedars-Sinai Medical Center, Verified email at cshs.org Cited by 4884 |
A deep convolutional neural network model to classify heartbeats
The electrocardiogram (ECG) is a standard test used to monitor the activity of the heart.
Many cardiac abnormalities will be manifested in the ECG including arrhythmia which is a …
Many cardiac abnormalities will be manifested in the ECG including arrhythmia which is a …
Bone age assessment of children using a digital hand atlas
A Gertych, A Zhang, J Sayre… - … medical imaging and …, 2007 - Elsevier
We have developed an automated method to assess bone age of children using a digital
hand atlas. The hand atlas consists of two components. The first component is a database …
hand atlas. The hand atlas consists of two components. The first component is a database …
Computer-assisted bone age assessment: Image preprocessing and epiphyseal/metaphyseal ROI extraction
E Pietka, A Gertych, S Pospiech, F Cao… - IEEE transactions on …, 2001 - ieeexplore.ieee.org
Clinical assessment of skeletal maturity is based on a visual comparison of a left-hand wrist
radiograph with atlas patterns. Using a new digital hand atlas an image analysis …
radiograph with atlas patterns. Using a new digital hand atlas an image analysis …
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, 2007 - Elsevier
A computer-aided-diagnosis (CAD) method has been previously developed based on
features extracted from phalangeal regions of interest (ROI) in a digital hand atlas, which can …
features extracted from phalangeal regions of interest (ROI) in a digital hand atlas, which can …
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network
Ventricular tachycardia (VT) and ventricular fibrillation (VFib) are the life-threatening
shockable arrhythmias which require immediate attention. Cardiopulmonary resuscitation (CPR) …
shockable arrhythmias which require immediate attention. Cardiopulmonary resuscitation (CPR) …
Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides
During the diagnostic workup of lung adenocarcinomas (LAC), pathologists evaluate distinct
histological tumor growth patterns. The percentage of each pattern on multiple slides bears …
histological tumor growth patterns. The percentage of each pattern on multiple slides bears …
Age-related macular degeneration detection using deep convolutional neural network
…, AK Rao, B Raju, NS Shetty, A Gertych… - Future Generation …, 2018 - Elsevier
Age-related Macular Degeneration (AMD) is an eye condition that affects the elderly. Further,
the prevalence of AMD is rising because of the aging population in the society. Therefore, …
the prevalence of AMD is rising because of the aging population in the society. Therefore, …
The Molecular Twin artificial-intelligence platform integrates multi-omic data to predict outcomes for pancreatic adenocarcinoma patients
Contemporary analyses focused on a limited number of clinical and molecular biomarkers
have been unable to accurately predict clinical outcomes in pancreatic ductal …
have been unable to accurately predict clinical outcomes in pancreatic ductal …
A structural and functional acromegaly classification
…, O Cooper, VS Bonert, A Gertych… - The Journal of …, 2015 - academic.oup.com
Context: GH-secreting pituitary adenomas exhibit heterogeneous natural history ranging
from small tumors to large aggressive adenomas. Objective: To rigorously classify an …
from small tumors to large aggressive adenomas. Objective: To rigorously classify an …
Machine learning approaches to analyze histological images of tissues from radical prostatectomies
Computerized evaluation of histological preparations of prostate tissues involves identification
of tissue components such as stroma (ST), benign/normal epithelium (BN) and prostate …
of tissue components such as stroma (ST), benign/normal epithelium (BN) and prostate …