Morgan Heisler

发表

Lens-based wavefront sensorless adaptive optics swept source OCT

Sujin Lee, Myeong Jin Ju, Yifan Jian, 2016, Scientific Reports.

Deep Neural Network Based Quantification of Retinal Optical Coherence Tomography Images

Myeong Jin Ju, Mirza Faisal Beg, Pavle Prentasic, 2018 .

Multiscale sensorless adaptive optics OCT angiography system for in vivo human retinal imaging

Myeong Jin Ju, Yifan Jian, Marinko V Sarunic, 2017, Journal of biomedical optics.

Segmentation of the foveal microvasculature using deep learning networks

Sven Loncaric, Mirza Faisal Beg, Morgan Heisler, 2016, Journal of biomedical optics.

GPU accelerated optical coherence tomography angiography using strip-based registration (Conference Presentation)

Dongkai Miao, Myeong Jin Ju, Yifan Jian, 2017, BiOS.

Wavefront sensorless adaptive optics OCT with the DONE algorithm for in vivo human retinal imaging [Invited].

Michel Verhaegen, Myeong Jin Ju, Yifan Jian, 2017, Biomedical optics express.

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence pdf

Mirza Faisal Beg, Gavin Weiguang Ding, Morgan Heisler, 2019, ArXiv.

Semi-supervised deep learning based 3D analysis of the peripapillary region.

Myeong Jin Ju, Marinko V Sarunic, Mirza Faisal Beg, 2020, Biomedical optics express.

Ensemble Deep Learning for Diabetic Retinopathy Detection Using Optical Coherence Tomography Angiography

Mirza Faisal Beg, Morgan Heisler, Marinko V. Sarunic, 2020, Translational vision science & technology.

Automated identification of cone photoreceptors in adaptive optics optical coherence tomography images using transfer learning.

Myeong Jin Ju, Marinko V Sarunic, Mirza Faisal Beg, 2018, Biomedical optics express.

Machine learning for optical coherence tomography angiography

Morgan Heisler, Marinko V. Sarunic, Arman Athwal, 2019, European Conference on Biomedical Optics.

Machine Learning-assisted Automated Quantification of Foveal Avascular Zone Parameters and Perifoveal Capillary Density of Prototype and Commercial Optical Coherence Tomography Angiography (OCT-A) Platforms in Healthy and Diabetic Eyes

Sven Loncaric, Mirza Faisal Beg, Pavle Prentasic, 2017 .

Deep‐learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network

Marinko V Sarunic, Mirza Faisal Beg, Gavin Weiguang Ding, 2019, Medical Image Anal..

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map

Mirza Faisal Beg, Da Ma, Gavin Weiguang Ding, 2020, MIDL.

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Spatial Prior

Mirza Faisal Beg, Morgan Heisler, Marinko V. Sarunic, 2020 .

Progress on machine learning based methods for processing and classification of optical coherence tomography angiography (Conference Presentation)

Mirza Faisal Beg, Sven Lončarić, Morgan Heisler, 2020 .

Transfer Learning with U-Net type model for Automatic Segmentation of Three Retinal Layers In Optical Coherence Tomography Images

Sven Loncaric, Marinko Sarunic, Morgan Heisler, 2019, 2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA).

Strip-based registration of serially acquired optical coherence tomography angiography

Yifan Jian, Marinko V. Sarunic, Morgan Heisler, 2017, Journal of biomedical optics.

Optical coherence tomography and deep learning for ophthalmology

Morgan Heisler, M. Heisler, 2020 .

Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network pdf

Mirza Faisal Beg, Gavin Weiguang Ding, Marinko Sarunic, 2017, ArXiv.

Deep learning vessel segmentation and quantification of the foveal avascular zone using commercial and prototype OCT-A platforms pdf

Sven Loncaric, Mirza Faisal Beg, Pavle Prentasic, 2019, ArXiv.

Microvasculature Segmentation and Intercapillary Area Quantification of the Deep Vascular Complex Using Transfer Learning

Sven Loncaric, Mirza Faisal Beg, Marinko Sarunic, 2020, Translational vision science & technology.

Data-based online nonlinear extremum-seeker for wavefront sensorless adaptive optics OCT (Conference Presentation)

Michel Verhaegen, Yifan Jian, Jeroen Kalkman, 2017, BiOS.

Enhancing the visualization of human retina vascular networks by Graphics Processing Unit accelerated speckle variance OCT and graph cut retinal layer segmentation

Michelle Cua, Yifan Jian, Jing Xu, 2015, Photonics West - Biomedical Optics.

Wide-field human photoreceptor morphological analysis using phase-resolved sensorless adaptive optics swept-source OCT (Conference Presentation)

Myeong Jin Ju, Yifan Jian, Robert J. Zawadzki, 2017, BiOS.

Real time optimization algorithm for wavefront sensorless adaptive optics OCT (Conference Presentation)

Michel Verhaegen, Yifan Jian, Jeroen Kalkman, 2017, BiOS.

Multi-acquisition averaging OCT-A for diabetic retinopathy (Conference Presentation)

Myeong Jin Ju, Yifan Jian, Mirza Faisal Beg, 2019 .

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images

Mirza Faisal Beg, Da Ma, Gavin Weiguang Ding, 2021, Comput. Medical Imaging Graph..

Quantitative Optical Coherence Tomography Angiography of Radial Peripapillary Capillaries in Glaucoma, Glaucoma Suspect, and Normal Eyes.

Marinko V Sarunic, Mirza Faisal Beg, Dao-Yi Yu, 2016, American journal of ophthalmology.

Label‐free volumetric imaging of conjunctival collecting lymphatics ex vivo by optical coherence tomography lymphangiography

Marinko V Sarunic, Peijun Gong, Qiang Wang, 2018, Journal of biophotonics.

Quantitative Noninvasive Angiography of the Fovea Centralis Using Speckle Variance Optical Coherence Tomography.

Marinko V Sarunic, Dao-Yi Yu, Morgan Heisler, 2015, Investigative ophthalmology & visual science.

Effective bidirectional scanning pattern for optical coherence tomography angiography.

Myeong Jin Ju, Yifan Jian, Marinko V Sarunic, 2018, Biomedical optics express.