Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network. - Donghuan Lu; Morgan Heisler; Sieun Lee; Gavin Weiguang Ding; Marinko V. Sarunic; Mirza Faisal Beg (CoRR, 2017)

Transfer Learning with U-Net type model for Automatic Segmentation of Three Retinal Layers In Optical Coherence Tomography Images. - Ivana Zadro Matovinovic; Sven Loncaric; Julian Lo; Morgan Heisler; Marinko Sarunic (ISPA, 2019)

Deep learning vessel segmentation and quantification of the foveal avascular zone using commercial and prototype OCT-A platforms. - Morgan Heisler; Forson Chan; Zaid Mammo; Chandrakumar Balaratnasingam; Pavle Prentasic; Gavin Docherty; MyeongJin Ju; Sanjeeva Rajapakse; Sieun Lee; Andrew B. Merkur; Andrew W. Kirker; David A. Albiani; et al. (CoRR, 2019)

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence. - Donghuan Lu; Morgan Heisler; Da Ma; Setareh Dabiri; Sieun Lee; Gavin Weiguang Ding; Marinko V. Sarunic; Mirza Faisal Beg (CoRR, 2019)

Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network. - Donghuan Lu; Morgan Heisler; Sieun Lee; Gavin Weiguang Ding; Eduardo Navajas; Marinko V. Sarunic; Mirza Faisal Beg (Medical Image Anal., 2019)

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map. - Da Ma; Donghuan Lu; Morgan Heisler; Setareh Dabiri; Sieun Lee; Gavin Weiguang Ding; Marinko V. Sarunic; Mirza Faisal Beg (MIDL, 2020)

Microvasculature Segmentation and Inter-capillary Area Quantification of the Deep Vascular Complex using Transfer Learning. - Julian Lo; Morgan Heisler; Vinicius Vanzan; Sonja Karst; Ivana Zadro Matovinovic; Sven Loncaric; Eduardo V. Navajas; Mirza Faisal Beg; Marinko V. Sarunic (CoRR, 2020)

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images. - Da Ma; Donghuan Lu; Shuo Chen; Morgan Heisler; Setareh Dabiri; Sieun Lee; Hyunwoo Lee 007; Gavin Weiguang Ding; Marinko V. Sarunic; Mirza Faisal Beg (Comput. Medical Imaging Graph., 2021)

SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding. - Morgan Heisler; Amin Banitalebi-Dehkordi; Yong Zhang 004 (ECCV (36), 2022)