Rolando Estrada

Georgia State University — United States

Medicine · Health Sciences

21h-index1.6kcitations79works0.02yr avg
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Research Topics

Retinal Imaging and Analysis(13), Lung Cancer Diagnosis and Treatment(8), Glaucoma and retinal disorders(7), Domain Adaptation and Few-Shot Learning(6), Cervical Cancer and HPV Research(4)

Publications79 total

Optic Disc Segmentation Using Disc-Centered Patch Augmentation
Communications in computer and information science·2024
iDehaze: Supervised Underwater Image Enhancement and Dehazing via Physically Accurate Photorealistic Simulations
Electronics·2023· 10 citedOpen Access
Fully Automated Artery-Vein ratio and vascular tortuosity measurement in retinal fundus images
arXiv (Cornell University)·2023· 2 citedOpen Access
Deep Active Learning Using Barlow Twins
arXiv (Cornell University)·2022Open Access
Deep Active Learning via Open-Set Recognition
Frontiers in Artificial Intelligence·2022· 3 citedOpen Access
Fully Automated Tree Topology Estimation and Artery-Vein Classification
arXiv (Cornell University)·2022· 4 citedOpen Access
Deep Active Learning <i>via</i> Open-Set Recognition.
PubMed·2022· 9 cited
Automation of tasks for VMAT QA with an in house developed application
Physica Medica·2021
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications
2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)·2021Open Access
Optic Disc Segmentation using Disk-Centered Patch Augmentation
arXiv (Cornell University)·2021· 1 citedOpen Access
Experimental Study of the Mechanical Transmission of Rabbit Hemorrhagic Disease Virus (RHDV2/b) by <i>Aedes albopictus</i> (Diptera: Culicidae) and <i>Phlebotomus papatasi</i> (Diptera: Psychodidae)
Journal of Medical Entomology·2021· 3 citedOpen Access
A Machine Learning Approach to Flood Depth and Extent Detection Using Sentinel 1A/B Synthetic Aperture Radar
2021· 4 citedOpen Access
Methicillin-resistant Staphylococcus aureus in Nepal: A systematic review and meta-analysis
International Journal of Infectious Diseases·2020· 30 citedOpen Access
Continual Learning with Deep Artificial Neurons
arXiv (Cornell University)·2020· 5 citedOpen Access
Exploratory Dijkstra forest based automatic vessel segmentation: applications in video indirect ophthalmoscopy (VIO)
UNC Libraries·2020Open Access
Dynamic Deep Networks for Retinal Vessel Segmentation
Frontiers in Computer Science·2020· 4 citedOpen Access
Self-Net: Lifelong Learning via Continual Self-Modeling
Frontiers in Artificial Intelligence·2020· 15 citedOpen Access
AI Playground: Unreal Engine-Based Data Ablation Tool for Deep Learning
Lecture notes in computer science·2020· 2 citedOpen Access
Short-duration repetitive transcranial electrical stimulation during a daytime nap improves memory consolidation
Sleep Medicine·2019
Short Duration Repetitive Transcranial Electrical Stimulation During Sleep Enhances Declarative Memory of Facts
Frontiers in Human Neuroscience·2019· 32 citedOpen Access
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Frequent Co-authors

C. Calvete(7), Javier Lucientes(7), Carlo Tomasi(6), Sina Farsiu(6), Harlan J. Spjut(5), S. Donald Greenberg(5), H J Spjut(5), Nathaniel Hunter(5), S D Greenberg(4), Paul R. Swank(4), D. G. Winkler(4), Aashis Khanal(3), Jaya Krishna Mandivarapu(3), Blake Camp(3), G. R. Taylor(3), Jorge Montalvo(3), Stephanie J. Chiu(2), Joseph A. Izatt(2), Rafael Villafuerte(2), J. J. Osácar(2)