1 code implementation • 16 Mar 2023 • Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Salah A. Baker, Stewart Lee Zuckerbrod
To address these issues, we propose SwinVFTR, a new transformer-based architecture designed for precise fluid segmentation in 3D volumetric OCT images.
1 code implementation • 24 Jun 2022 • Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
Ophthalmic images may contain identical-looking pathologies that can cause failure in automated techniques to distinguish different retinal degenerative diseases.
2 code implementations • 14 Apr 2021 • Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
The only non-invasive method for capturing retinal vasculature is optical coherence tomography-angiography (OCTA).
2 code implementations • 3 Jan 2021 • Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
In order to avoid the loss of fidelity suffered by traditional GAN-based segmentation systems, we introduce a novel weighted feature matching loss.
Ranked #2 on Retinal Vessel Segmentation on STARE
Generative Adversarial Network Retinal Vessel Segmentation +2
2 code implementations • 17 Jul 2020 • Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Fluorescein Angiography (FA) is a technique that employs the designated camera for Fundus photography incorporating excitation and barrier filters.
1 code implementation • 16 May 2020 • Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Noisy data and the similarity in the ocular appearances caused by different ophthalmic pathologies pose significant challenges for an automated expert system to accurately detect retinal diseases.
Ranked #1 on Retinal OCT Disease Classification on Srinivasan2014
1 code implementation • 11 May 2020 • Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker, Kenton M. Sanders
Angiography requires insertion of a dye that may cause severe adverse effects and can even be fatal.
Ranked #6 on Fundus to Angiography Generation on Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients
Fundus to Angiography Generation Generative Adversarial Network