Publications by authors named "Cheolhong An"

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ARTIFICIAL INTELLIGENCE-ENHANCED OPTICAL COHERENCE TOMOGRAPHY ANALYSIS FOR DETECTING INTERNAL LIMITING MEMBRANE REMOVAL IN EPIRETINAL MEMBRANE SURGERY.
Nehal N Mehta, An D Le, Ines D Nagel, Akshay Agnihotri, Anna Heinke, Melanie Tran, An Cheolhong, William R Freeman

Retina· December 2025

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Universal Vessel Segmentation for Multi-Modality Retinal Images.
Bo Wen, Anna Heinke, Akshay Agnihotri, Dirk-Uwe Bartsch, William Freeman, Cheolhong An

IEEE Trans Image Process· December 2025

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Pointwise Structure-Function Analysis of the Ellipsoid Zone in Retinitis Pigmentosa Using an Artificial Intelligence-Assisted OCT and Microperimetry Overlay.
Jesse A Most, An D Le, Melanie D Tran, Evan H Walker, Aneesh Swamy, William R Freeman, Cheolhong An, Shyamanga Borooah

Ophthalmol Sci· September 2025

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Enhancing lesion detection in liver and kidney CT scans via lesion mask selection from two models: A main model and a model focused on small lesions.
Abdullah F Al-Battal, Van Ha Tang, Quang Duc Tran, Steven Q H Truong, Chien Phan, Cheolhong An

Comput Biol Med· March 2025

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Cross-instrument optical coherence tomography-angiography (OCTA)-based prediction of age-related macular degeneration (AMD) disease activity using artificial intelligence.
Anna Heinke, Haochen Zhang, Krzysztof Broniarek, Katarzyna Michalska-Małecka, Wyatt Elsner, Carlo Miguel B Galang, Daniel N Deussen, Alexandra Warter, Julian Elias Klaas, Cheolhong An, William R Freeman

Sci Rep· November 2024

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OCTA-based AMD Stage Grading Enhancement via Class-Conditioned Style Transfer.
Haochen Zhang, Anna Heinke, Krzysztof Broniarek, Carlo Miguel B Galang, Daniel N Deussen, William R Freeman, Cheolhong An

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Efficient In-Training Adaptive Compound Loss Function Contribution Control for Medical Image Segmentation.
Abdullah F Al-Battal, Soan T M Duong, Chanh D Tr Nguyen, Steven Q H Truong, Chien Phan, Cheolhong An

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Ultra-wide field and new wide field composite retinal image registration with AI-enabled pipeline and 3D distortion correction algorithm.
Fritz Gerald P Kalaw, Melina Cavichini, Junkang Zhang, Bo Wen, Andrew C Lin, Anna Heinke, Cheolhong An, William R Freeman

Eye (Lond)· April 2024

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ARTIFICIAL INTELLIGENCE FOR OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY-BASED DISEASE ACTIVITY PREDICTION IN AGE-RELATED MACULAR DEGENERATION.
Anna Heinke, Haochen Zhang, Daniel Deussen, Carlo Miguel B Galang, Alexandra Warter, Cheolhong An, William R Freeman

Retina· March 2024

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ACCURATE REGISTRATION BETWEEN ULTRA-WIDE-FIELD AND NARROW ANGLE RETINA IMAGES WITH 3D EYEBALL SHAPE OPTIMIZATION.
Junkang Zhang, Bo Wen, Fritz Gerald P Kalaw, Melina Cavichini, Dirk-Uwe G Bartsch, William R Freeman, Cheolhong An

Proc Int Conf Image Proc· October 2023

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Robust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume.
Haochen Zhang, Anna Heinke, Carlo Miguel B Galang, Daniel N Deussen, Bo Wen, William R Freeman, Cheolhong An

IEEE Int Conf Comput Vis Workshops· October 2023

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Retinal OCT Layer Segmentation via Joint Motion Correction and Graph-Assisted 3D Neural Network.
Yiqian Wang, Carlo Galang, William R Freeman, Alexandra Warter, Anna Heinke, Cheolhong An

IEEE Access· September 2023

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Efficacy and accuracy of artificial intelligence to overlay multimodal images from different optical instruments in patients with retinitis pigmentosa.
Shaden H Yassin, Yiqian Wang, William R Freeman, Anna Heinke, Evan Walker, Cheolhong An, Shyamanga Borooah

Clin Exp Ophthalmol· July 2023

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Accuracy and Time Comparison Between Side-by-Side and Artificial Intelligence Overlayed Images.
Melina Cavichini, Dirk-Uwe G Bartsch, Alexandra Warter, Sumit Singh, Cheolhong An, Yiqian Wang, Junkang Zhang, William R Freeman

Ophthalmic Surg Lasers Imaging Retina· February 2023

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Low-latency label-free image-activated cell sorting using fast deep learning and AI inferencing.
Rui Tang, Lin Xia, Bien Gutierrez, Ivan Gagne, Adonary Munoz, Nicole Jagnandan, Zunming Zhang, Sung Hwan Cho, Cheolhong An

Biosens Bioelectron· January 2023

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JOINT MOTION CORRECTION AND 3D SEGMENTATION WITH GRAPH-ASSISTED NEURAL NETWORKS FOR RETINAL OCT.
Yiqian Wang, Carlo Galang, William R Freeman, Truong Q Nguyen, Cheolhong An

Proc Int Conf Image Proc· October 2022

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Self-Supervised Rigid Registration for Multimodal Retinal Images.
Cheolhong An, Yiqian Wang, Junkang Zhang, Truong Q Nguyen

IEEE Trans Image Process· September 2022

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A high-throughput technique to map cell images to cell positions using a 3D imaging flow cytometer.
Zunming Zhang, Rui Tang, Xinyu Chen, Lauren Waller, Alston Kau, Anthony A Fung, Cheolhong An, Sung Hwan Cho, Lingyan Shi

Proc Natl Acad Sci U S A· February 2022

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Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks.
Junkang Zhang, Yiqian Wang, Ji Dai, Melina Cavichini, Dirk-Uwe G Bartsch, William R Freeman, Cheolhong An

IEEE Trans Image Process· January 2022

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Perspective Distortion Correction for Multi-Modal Registration between Ultra-Widefield and Narrow-Angle Retinal Images.
Junkang Zhang, Yiqian Wang, Dirk-Uwe G Bartsch, William R Freeman, Truong Q Nguyen, Cheolhong An

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration.
Chi-Jui Ho, Yiqian Wang, Junkang Zhang, Truong Nguyen, Cheolhong An

Int SoC Des Conf· October 2021

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LEARNING TO CORRECT AXIAL MOTION IN OCT FOR 3D RETINAL IMAGING.
Yiqian Wang, Alexandra Warter, Melina Cavichini-Cordeiro, William R Freeman, Dirk-Uwe G Bartsch, Cheolhong An

Proc Int Conf Image Proc· September 2021

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Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework.
Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G Bartsch, William R Freeman, Cheolhong An

IEEE Trans Image Process· August 2021

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Artificial Intelligence for Automated Overlay of Fundus Camera and Scanning Laser Ophthalmoscope Images.
Melina Cavichini, Cheolhong An, Dirk-Uwe G Bartsch, Mahima Jhingan, Manuel J Amador-Patarroyo, Junkang Zhang, Yiqian Wang, Alison X Chan, Samantha Madala, William R Freeman

Transl Vis Sci Technol· October 2020

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Resource allocation for error resilient video coding over AWGN using optimization approach.
Cheolhong An, Truong Q Nguyen

IEEE Trans Image Process· December 2008

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