Lightweight Learning-based Automatic Segmentation of Subretinal Blebs on Microscope-Integrated Optical Coherence Tomography Images.
暂无分享,去创建一个
Bin Deng | Sina Farsiu | Jiang Wang | Joseph A Izatt | Cynthia A Toth | Zhenxi Song | Liangyu Xu | Reza Rasti | Ananth Sastry | Jianwei D Li | William Raynor | Lejla Vajzovic | J. Izatt | Jiang Wang | Bin Deng | Lejla Vajzovic | Sina Farsiu | C. Toth | Zhenxi Song | W. Raynor | Reza Rasti | A. Sastry | J. Li | Liangyu Xu
[1] Liang Liu,et al. Automated volumetric segmentation of retinal fluid on optical coherence tomography. , 2016, Biomedical optics express.
[2] Martin Friedlander,et al. Performing subretinal injections in rodents to deliver retinal pigment epithelium cells in suspension. , 2015, Journal of visualized experiments : JoVE.
[3] Sina Farsiu,et al. Fast and robust active neuron segmentation in two-photon calcium imaging using spatiotemporal deep learning , 2019, Proceedings of the National Academy of Sciences.
[4] Joseph A. Izatt,et al. Robust automatic segmentation of corneal layer boundaries in SDOCT images using graph theory and dynamic programming , 2011, Biomedical optics express.
[5] Milan Sonka,et al. Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data , 2015, IEEE Transactions on Medical Imaging.
[6] Adeel M. Syed,et al. Automated segmentation of subretinal layers for the detection of macular edema. , 2016, Applied optics.
[7] Joseph A. Izatt,et al. Real-time corneal segmentation and 3D needle tracking in intrasurgical OCT , 2018, Biomedical optics express.
[8] L. D. Del Priore,et al. Treatment of Macular Degeneration Using Embryonic Stem Cell-Derived Retinal Pigment Epithelium: Preliminary Results in Asian Patients , 2015, Stem cell reports.
[9] Daniel F. Martin,et al. Evolution of Intravitreal Therapy for Retinal Diseases-From CMV to CNV: The LXXIV Edward Jackson Memorial Lecture. , 2018, American journal of ophthalmology.
[10] Mark S. Humayun,et al. Subretinal implantation of a monolayer of human embryonic stem cell-derived retinal pigment epithelium: a feasibility and safety study in Yucatán minipigs , 2016, Graefe's Archive for Clinical and Experimental Ophthalmology.
[11] Sina Farsiu,et al. Visualization of Real-Time Intraoperative Maneuvers with a Microscope-Mounted Spectral Domain Optical Coherence Tomography System , 2013, Retina.
[12] K. Xue,et al. Technique of retinal gene therapy: delivery of viral vector into the subretinal space , 2017, Eye.
[13] K. Bartz-Schmidt,et al. Retinal Gene Therapy: Surgical Vector Delivery in the Translation to Clinical Trials , 2017, Front. Neurosci..
[14] S. Farsiu,et al. Live volumetric (4D) visualization and guidance of in vivo human ophthalmic surgery with intraoperative optical coherence tomography , 2016, Scientific Reports.
[15] Sina Farsiu,et al. Open source software for automatic detection of cone photoreceptors in adaptive optics ophthalmoscopy using convolutional neural networks , 2017, Scientific Reports.
[16] Tianfu Wang,et al. A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images , 2016, IEEE Transactions on Medical Imaging.
[17] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[18] Hyunjin Park,et al. Three-dimensional continuous max flow optimization-based serous retinal detachment segmentation in SD-OCT for central serous chorioretinopathy. , 2017, Biomedical optics express.
[19] Marie Louise Beauchemin,et al. The fine structure of the pig's retina , 1974, Albrecht von Graefes Archiv für klinische und experimentelle Ophthalmologie.
[20] Jerry L Prince,et al. Automatic segmentation of microcystic macular edema in OCT. , 2014, Biomedical optics express.
[21] Janet L Davis,et al. Intraoperative Use of Microscope-Integrated Optical Coherence Tomography for Subretinal Gene Therapy Delivery. , 2017, Retina.
[22] Allen C Ho,et al. Experience With a Subretinal Cell-based Therapy in Patients With Geographic Atrophy Secondary to Age-related Macular Degeneration. , 2017, American journal of ophthalmology.
[23] Matthäus Pilch,et al. Automated segmentation of pathological cavities in optical coherence tomography scans. , 2013, Investigative ophthalmology & visual science.
[24] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[25] Junichi Kiryu,et al. Characterization of Human Induced Pluripotent Stem Cell-Derived Retinal Pigment Epithelium Cell Sheets Aiming for Clinical Application , 2014, Stem cell reports.
[26] Joseph A. Izatt,et al. Automatic segmentation of closed-contour features in ophthalmic images using graph theory and dynamic programming , 2012, Biomedical optics express.
[27] Sina Farsiu,et al. Kernel regression based segmentation of optical coherence tomography images with diabetic macular edema. , 2015, Biomedical optics express.
[28] Jayanthi Sivaswamy,et al. Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement , 2017, IEEE Journal of Biomedical and Health Informatics.
[29] Sina Farsiu,et al. INTRAOPERATIVE USE OF HANDHELD SPECTRAL DOMAIN OPTICAL COHERENCE TOMOGRAPHY IMAGING IN MACULAR SURGERY , 2009, Retina.
[30] Seyed-Ahmad Ahmadi,et al. V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation , 2016, 2016 Fourth International Conference on 3D Vision (3DV).
[31] Chong Wang,et al. Automatic segmentation of nine retinal layer boundaries in OCT images of non-exudative AMD patients using deep learning and graph search. , 2017, Biomedical optics express.
[32] Takashi Daimon,et al. Autologous Induced Stem‐Cell–Derived Retinal Cells for Macular Degeneration: Brief Report , 2017, The New England journal of medicine.
[33] P. Rosenfeld,et al. Human embryonic stem cell-derived retinal pigment epithelium in patients with age-related macular degeneration and Stargardt's macular dystrophy: follow-up of two open-label phase 1/2 studies , 2015, The Lancet.
[34] Sina Farsiu,et al. Deep longitudinal transfer learning-based automatic segmentation of photoreceptor ellipsoid zone defects on optical coherence tomography images of macular telangiectasia type 2 , 2018, Biomedical optics express.
[35] M. Mandai,et al. Tumorigenicity Studies of Induced Pluripotent Stem Cell (iPSC)-Derived Retinal Pigment Epithelium (RPE) for the Treatment of Age-Related Macular Degeneration , 2014, PloS one.
[36] Martin Biel,et al. Subretinal Injection for Gene Therapy Does Not Cause Clinically Significant Outer Nuclear Layer Thinning in Normal Primate Foveae. , 2017, Investigative ophthalmology & visual science.
[37] Xinjian Chen,et al. Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut , 2012, IEEE Transactions on Medical Imaging.
[38] Kazunori Okada,et al. Ensemble segmentation for GBM brain tumors on MR images using confidence-based averaging. , 2013, Medical physics.
[39] Vladlen Koltun,et al. Multi-Scale Context Aggregation by Dilated Convolutions , 2015, ICLR.
[40] Hiroshi Murata,et al. Using Deep Learning and Transfer Learning to Accurately Diagnose Early-Onset Glaucoma From Macular Optical Coherence Tomography Images. , 2019, American journal of ophthalmology.
[41] Andrew M. Rollins,et al. Intraoperative optical coherence tomography using an optimized reflective optical relay, real-time heads-up display, and semitransparent surgical instrumentation , 2015, Photonics West - Biomedical Optics.
[42] Jianhua Wang,et al. Optical coherence tomography for ocular surface and corneal diseases: a review , 2018, Eye and Vision.
[43] Konstantinos Kamnitsas,et al. Efficient multi‐scale 3D CNN with fully connected CRF for accurate brain lesion segmentation , 2016, Medical Image Anal..
[44] Leopold Schmetterer,et al. CorneaNet: fast segmentation of cornea OCT scans of healthy and keratoconic eyes using deep learning. , 2019, Biomedical optics express.
[45] Oscar J. Perdomo,et al. 3D deep convolutional neural network for predicting neurosensory retinal thickness map from spectral domain optical coherence tomography volumes , 2018, Symposium on Medical Information Processing and Analysis.
[46] W. Hauswirth,et al. Stability and Safety of an AAV Vector for Treating RPGR-ORF15 X-Linked Retinitis Pigmentosa. , 2015, Human gene therapy.
[47] Hamed Fahimi,et al. Intra-Retinal Layer Segmentation of Optical Coherence Tomography Using 3D Fully Convolutional Networks , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).
[48] Steven Nusinowitz,et al. Functional and morphological analysis of the subretinal injection of retinal pigment epithelium cells , 2012, Visual Neuroscience.
[49] Mark E Pennesi,et al. Adeno-Associated Viral Gene Therapy for Inherited Retinal Disease , 2019, Pharmaceutical Research.
[50] Sina Farsiu,et al. Integration of a spectral domain optical coherence tomography system into a surgical microscope for intraoperative imaging. , 2011, Investigative ophthalmology & visual science.
[51] Pablo Lamata,et al. V-FCNN: Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation , 2018, STACOM@MICCAI.
[52] I J Constable,et al. Three-year follow-up of Phase 1 and 2a rAAV.sFLT-1 subretinal gene therapy trials for exudative age related macular degeneration. , 2019, American journal of ophthalmology.
[53] Amy L. Oldenburg,et al. Automated Segmentation of Intraretinal Cystoid Fluid in Optical Coherence Tomography , 2012, IEEE Transactions on Biomedical Engineering.
[54] Xinjian Chen,et al. Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization , 2018, IEEE Transactions on Image Processing.
[55] Elena Vecino,et al. The pig eye as a novel model of glaucoma. , 2005, Experimental eye research.
[56] Hyunjin Park,et al. Automatic Subretinal Fluid Segmentation of Retinal SD-OCT Images With Neurosensory Retinal Detachment Guided by Enface Fundus Imaging , 2018, IEEE Transactions on Biomedical Engineering.
[57] Thomas Theelen,et al. Deep learning approach for the detection and quantification of intraretinal cystoid fluid in multivendor optical coherence tomography. , 2018, Biomedical optics express.
[58] Joseph A. Izatt,et al. Volumetric Measurement of Subretinal Blebs Using Microscope-Integrated Optical Coherence Tomography , 2018, Translational vision science & technology.
[59] Sina Farsiu,et al. Analysis of pars plana vitrectomy for optic pit-related maculopathy with intraoperative optical coherence tomography: a possible connection with the vitreous cavity. , 2011, Archives of ophthalmology.
[60] Ian J Constable,et al. Gene Therapy in Neovascular Age-related Macular Degeneration: Three-Year Follow-up of a Phase 1 Randomized Dose Escalation Trial. , 2017, American journal of ophthalmology.
[61] Qiang Yang,et al. A Survey on Transfer Learning , 2010, IEEE Transactions on Knowledge and Data Engineering.
[62] Luosheng Tang,et al. Subretinal Injection: A Review on the Novel Route of Therapeutic Delivery for Vitreoretinal Diseases , 2017, Ophthalmic Research.
[63] Raphael Sznitman,et al. Pathological OCT Retinal Layer Segmentation Using Branch Residual U-Shape Networks , 2017, MICCAI.
[64] Nassir Navab,et al. ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network , 2017, Biomedical optics express.