activity
20182023
most citedEmbedded deep learning in ophthalmology: Making ophthalmic imaging smarter

37 citations · 50 across the 9 of their papers we have counts for

collaborators

9 papers

physics.med-ph2023

Multimodal imaging of the mouse eye using visible light photoacoustic ophthalmoscopy and near-infrared-II optical coherence tomography

Richard Haindl, Valentina Bellemo, Praveenbalaji Rajendran +7

Non-invasive imaging plays a crucial role in diagnosing and studying eye diseases. However, existing photoacoustic ophthalmoscopy (PAOM) techniques in mice have limitations due to…

cs.LG2023★ 1 cited

The 3D Structural Phenotype of the Glaucomatous Optic Nerve Head and its Relationship with The Severity of Visual Field Damage

Fabian A. Braeu, Thanadet Chuangsuwanich, Tin A. Tun +8

: To describe the 3D structural changes in both connective and neural tissues of the optic nerve head (ONH) that occur concurrently at different stages of glaucoma us…

eess.IV2022

Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography

Charis Y. N. Chiang, Fabian Braeu, Thanadet Chuangsuwanich +6

Purpose: (1) To develop a deep learning algorithm to automatically segment structures of the optic nerve head (ONH) and macula in 3D wide-field optical coherence tomography (OCT) s…

eess.IV2020

OCT-GAN: Single Step Shadow and Noise Removal from Optical Coherence Tomography Images of the Human Optic Nerve Head

Haris Cheong, Sripad Krishna Devalla, Thanadet Chuangsuwanich +8

Speckle noise and retinal shadows within OCT B-scans occlude important edges, fine textures and deep tissues, preventing accurate and robust diagnosis by algorithms and clinicians.…

eess.IV2020★ 4 cited

Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning

Sripad Krishna Devalla, Tan Hung Pham, Satish Kumar Panda +16

Since the introduction of optical coherence tomography (OCT), it has been possible to study the complex 3D morphological changes of the optic nerve head (ONH) tissues that occur al…

eess.IV2020★ 8 cited

Beyond Fourier transform: super-resolving optical coherence tomography

Yuye Ling, Mengyuan Wang, Yu Gan +4

Optical coherence tomography (OCT) is a volumetric imaging modality that empowers clinicians and scientists to noninvasively visualize the cross-sections of biological samples. As…