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David Le - Publications

Affiliations: 
University of Illinois at Chicago, Chicago, IL, United States 
Area:
Bioengineering, Optics, Machine Learning
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19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Adejumo T, Ma G, Son T, Kim TH, Le D, Dadzie AK, Ahmed S, Yao X. Adaptive vessel tracing and segmentation in OCT enables the robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice. Biomedical Optics Express. 14: 6350-6360. PMID 38420326 DOI: 10.1364/BOE.504317  0.301
2023 Le D, Abtahi M, Adejumo T, Ebrahimi B, K Dadzie A, Son T, Yao X. Deep learning for artery-vein classification in optical coherence tomography angiography. Experimental Biology and Medicine (Maywood, N.J.). 15353702231181182. PMID 37452729 DOI: 10.1177/15353702231181182  0.407
2023 Abtahi M, Le D, Ebrahimi B, Dadzie AK, Lim JI, Yao X. An open-source deep learning network AVA-Net for arterial-venous area segmentation in optical coherence tomography angiography. Communications Medicine. 3: 54. PMID 37069396 DOI: 10.1038/s43856-023-00287-9  0.378
2023 Dadzie AK, Le D, Abtahi M, Ebrahimi B, Son T, Lim JI, Yao X. Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy. Translational Vision Science & Technology. 12: 3. PMID 37017960 DOI: 10.1167/tvst.12.4.3  0.311
2023 Le D, Dadzie A, Son T, Lim JI, Yao X. Comparative Analysis of OCT and OCT Angiography Characteristics in Early Diabetic Retinopathy. Retina (Philadelphia, Pa.). PMID 36763982 DOI: 10.1097/IAE.0000000000003761  0.395
2022 Le D, Son T, Lim JI, Yao X. Quantitative optical coherence tomography reveals rod photoreceptor degeneration in early diabetic retinopathy. Retina (Philadelphia, Pa.). PMID 35316256 DOI: 10.1097/IAE.0000000000003473  0.372
2022 Adejumo T, Kim TH, Le D, Son T, Ma G, Yao X. Depth-resolved vascular profile features for artery-vein classification in OCT and OCT angiography of human retina. Biomedical Optics Express. 13: 1121-1130. PMID 35284164 DOI: 10.1364/BOE.450913  0.322
2021 Le D, Son T, Yao X. Machine learning in optical coherence tomography angiography. Experimental Biology and Medicine (Maywood, N.J.). 15353702211026581. PMID 34279136 DOI: 10.1177/15353702211026581  0.37
2021 Yao X, Son T, Kim TH, Le D. Interpretation of anatomic correlates of outer retinal bands in optical coherence tomography. Experimental Biology and Medicine (Maywood, N.J.). 15353702211022674. PMID 34111984 DOI: 10.1177/15353702211022674  0.313
2021 Alam MN, Le D, Yao X. Differential artery-vein analysis in quantitative retinal imaging: a review. Quantitative Imaging in Medicine and Surgery. 11: 1102-1119. PMID 33654680 DOI: 10.21037/Qims-20-557  0.4
2021 Kim TH, Le D, Son T, Yao X. Vascular morphology and blood flow signatures for differential artery-vein analysis in optical coherence tomography of the retina. Biomedical Optics Express. 12: 367-379. PMID 33520388 DOI: 10.1364/BOE.413149  0.352
2020 Alam M, Le D, Son T, Lim JI, Yao X. AV-Net: deep learning for fully automated artery-vein classification in optical coherence tomography angiography. Biomedical Optics Express. 11: 5249-5257. PMID 33014612 DOI: 10.1364/Boe.399514  0.387
2020 Le D, Alam M, Yao CK, Lim JI, Hsieh YT, Chan RVP, Toslak D, Yao X. Transfer Learning for Automated OCTA Detection of Diabetic Retinopathy. Translational Vision Science & Technology. 9: 35. PMID 32855839 DOI: 10.1167/Tvst.9.2.35  0.379
2020 Alam M, Le D, Lim JI, Yao X. VASCULAR COMPLEXITY ANALYSIS IN OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY OF DIABETIC RETINOPATHY. Retina (Philadelphia, Pa.). PMID 32568980 DOI: 10.1097/Iae.0000000000002874  0.377
2020 Yao X, Alam MN, Le D, Toslak D. Quantitative optical coherence tomography angiography: A review. Experimental Biology and Medicine (Maywood, N.J.). 1535370219899893. PMID 31958986 DOI: 10.1177/1535370219899893  0.373
2019 Kim TH, Son T, Le D, Yao X. Longitudinal OCT and OCTA monitoring reveals accelerated regression of hyaloid vessels in retinal degeneration 10 (rd10) mice. Scientific Reports. 9: 16685. PMID 31723168 DOI: 10.1038/S41598-019-53082-9  0.369
2019 Hsieh YT, Alam MN, Le D, Hsiao CC, Yang CH, Chao DL, Yao X. OCT Angiography Biomarkers for Predicting Visual Outcomes after Ranibizumab Treatment for Diabetic Macular Edema. Ophthalmology. Retina. PMID 31227330 DOI: 10.1016/J.Oret.2019.04.027  0.342
2019 Alam M, Le D, Lim JI, Chan RVP, Yao X. Supervised Machine Learning Based Multi-Task Artificial Intelligence Classification of Retinopathies. Journal of Clinical Medicine. 8. PMID 31216768 DOI: 10.3390/Jcm8060872  0.381
2019 Le D, Alam M, Miao BA, Lim JI, Yao X. Fully automated geometric feature analysis in optical coherence tomography angiography for objective classification of diabetic retinopathy. Biomedical Optics Express. 10: 2493-2503. PMID 31149381 DOI: 10.1364/Boe.10.002493  0.41
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