Quantitative optical coherence tomography angiography of radial peripapillary capillaries in glaucoma, glaucoma suspect, and normal eyes Z Mammo, M Heisler, C Balaratnasingam, S Lee, DY Yu, P Mackenzie, ... American journal of ophthalmology 170, 41-49, 2016 | 193 | 2016 |
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network D Lu, M Heisler, S Lee, GW Ding, E Navajas, MV Sarunic, MF Beg Medical image analysis 54, 100-110, 2019 | 152 | 2019 |
Ensemble deep learning for diabetic retinopathy detection using optical coherence tomography angiography M Heisler, S Karst, J Lo, Z Mammo, T Yu, S Warner, D Maberley, MF Beg, ... Translational Vision Science & Technology 9 (2), 20-20, 2020 | 121 | 2020 |
Segmentation of the foveal microvasculature using deep learning networks P Prentašić, M Heisler, Z Mammo, S Lee, A Merkur, E Navajas, MF Beg, ... Journal of biomedical optics 21 (7), 075008-075008, 2016 | 110 | 2016 |
Quantitative noninvasive angiography of the fovea centralis using speckle variance optical coherence tomography Z Mammo, C Balaratnasingam, P Yu, J Xu, M Heisler, P Mackenzie, ... Investigative ophthalmology & visual science 56 (9), 5074-5086, 2015 | 71 | 2015 |
Lens-based wavefront sensorless adaptive optics swept source OCT Y Jian, S Lee, MJ Ju, M Heisler, W Ding, RJ Zawadzki, S Bonora, ... Scientific reports 6 (1), 27620, 2016 | 64 | 2016 |
Retinal fluid segmentation and detection in optical coherence tomography images using fully convolutional neural network D Lu, M Heisler, S Lee, G Ding, MV Sarunic, MF Beg arXiv preprint arXiv:1710.04778, 2017 | 46 | 2017 |
Wavefront sensorless adaptive optics OCT with the DONE algorithm for in vivo human retinal imaging HRGW Verstraete, M Heisler, MJ Ju, D Wahl, L Bliek, J Kalkman, ... Biomedical optics express 8 (4), 2261-2275, 2017 | 45 | 2017 |
Quantitative comparisons between optical coherence tomography angiography and matched histology in the human eye D An, C Balaratnasingam, M Heisler, A Francke, MJ Ju, IL McAllister, ... Experimental eye research 170, 13-19, 2018 | 39 | 2018 |
Effective bidirectional scanning pattern for optical coherence tomography angiography MJ Ju, M Heisler, A Athwal, MV Sarunic, Y Jian Biomedical optics express 9 (5), 2336-2350, 2018 | 37 | 2018 |
Systems and Methods for Automated Image Classification and Segmentation P Prentasic, ML Heisler, S Loncaric, MV Sarunic, MF Beg, S Lee, ... US Patent App. 15/642,290, 2018 | 34 | 2018 |
Microvasculature segmentation and intercapillary area quantification of the deep vascular complex using transfer learning J Lo, M Heisler, V Vanzan, S Karst, IZ Matovinović, S Lončarić, ... Translational vision science & technology 9 (2), 38-38, 2020 | 33 | 2020 |
Application of optical coherence tomography angiography in diabetic retinopathy: a comprehensive review H Akil, S Karst, M Heisler, M Etminan, E Navajas, D Maberley Canadian Journal of Ophthalmology 54 (5), 519-528, 2019 | 33 | 2019 |
Strip-based registration of serially acquired optical coherence tomography angiography M Heisler, S Lee, Z Mammo, Y Jian, MJ Ju, A Merkur, E Navajas, ... Journal of Biomedical Optics 22 (3), 036007-036007, 2017 | 33 | 2017 |
Multiscale sensorless adaptive optics OCT angiography system for in vivo human retinal imaging MJ Ju, M Heisler, D Wahl, Y Jian, MV Sarunic Journal of biomedical optics 22 (12), 121703-121703, 2017 | 28 | 2017 |
Lf-unet–a novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images D Ma, D Lu, S Chen, M Heisler, S Dabiri, S Lee, H Lee, GW Ding, ... Computerized Medical Imaging and Graphics 94, 101988, 2021 | 25 | 2021 |
Automated identification of cone photoreceptors in adaptive optics optical coherence tomography images using transfer learning M Heisler, MJ Ju, M Bhalla, N Schuck, A Athwal, EV Navajas, MF Beg, ... Biomedical optics express 9 (11), 5353-5367, 2018 | 22 | 2018 |
Systems and Methods for Angiography and Motion Corrected Averaging MV Sarunic, ML Heisler, MJ Ju, Y Jian, MF Beg, A Athwal, S Lee US Patent App. 15/792,171, 2018 | 22 | 2018 |
Transfer learning with U-Net type model for automatic segmentation of three retinal layers in optical coherence tomography images IZ Matovinovic, S Loncaric, J Lo, M Heisler, M Sarunic 2019 11th International symposium on image and signal processing and …, 2019 | 21 | 2019 |
En face optical coherence tomography and optical coherence tomography angiography of inner retinal dimples after internal limiting membrane peeling for full-thickness macular holes EV Navajas, N Schuck, A Govetto, H Akil, G Docherty, M Heisler, ... Retina 40 (3), 557-566, 2020 | 20 | 2020 |