Morgan Lindsay Heisler

Researcher, Huawei Technologies Ltd.

Joined

September 2024

Names

Morgan Lindsay Heisler (Preferred)

Morgan Heisler

Emails

****@huawei.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2020 – Present

PhD student

Engineering, Simon Fraser University (sfu.ca)

2017 – 2020

Advisors, Relations & Conflicts

Coworker

Zhenan Fan

Present

Coworker

Davood Rafiei

2023 – Present

Coworker

Mohammadreza Pourreza

2023 – Present

Coworker

Weiwei Zhang

2023 – Present

Coauthor

Yong Zhang

2020 – Present

PhD Advisor

Mirza Faisal Beg

2014 – 2020

Expertise

Biomedical image processing

Present

Ensemble deep learning

Present

translational research

Present

Publications

Do LLMs Align with My Task? Evaluating Text-to-SQL via Dataset Alignment
Davood Rafiei, Morgan Lindsay Heisler, Weiwei Zhang, Mohammadreza Pourreza, Yong Zhang
- Submitted to ICLR 2026
- Readers: Everyone
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding
Morgan Heisler, Amin Banitalebi-Dehkordi, Yong Zhang
- 2022 (modified: 17 Nov 2022)
- ECCV (36) 2022
- Readers: Everyone
SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding
Morgan Heisler, Amin Banitalebi-Dehkordi, Yong Zhang
- 2022 (modified: 17 Nov 2022)
- CoRR 2022
- Readers: Everyone
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, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
- Published: 01 Jan 2021, Last Modified: 16 May 2023
- Comput. Medical Imaging Graph. 2021
- Readers: Everyone
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
- Readers: Everyone
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
- Published: 01 Jan 2020, Last Modified: 16 May 2023
- MIDL 2020
- Readers: Everyone
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
- Readers: Everyone
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, David Maberley, K. Bailey Freund, Mirza Faisal Beg, Sven Loncaric, Marinko V. Sarunic, Eduardo V. Navajas
- CoRR 2019
- Readers: Everyone
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
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- CoRR 2019
- Readers: Everyone
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
- Published: 01 Jan 2019, Last Modified: 06 Nov 2023
- Medical Image Anal. 2019
- Readers: Everyone

View all 11 publications

Co-Authors

View all 34 co-authors