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Jessica Loo
Jessica Loo
Data Scientist, Verily Life Sciences
Verified email at duke.edu - Homepage
Title
Cited by
Cited by
Year
Modeling the biomechanics of fetal movements
SW Verbruggen, JHW Loo, TTA Hayat, JV Hajnal, MA Rutherford, ...
Biomechanics and modeling in mechanobiology 15, 995-1004, 2016
602016
Deep longitudinal transfer learning-based automatic segmentation of photoreceptor ellipsoid zone defects on optical coherence tomography images of macular telangiectasia type 2
J Loo, L Fang, D Cunefare, GJ Jaffe, S Farsiu
Biomedical optics express 9 (6), 2681-2698, 2018
572018
Beyond performance metrics: automatic deep learning retinal OCT analysis reproduces clinical trial outcome
J Loo, TE Clemons, EY Chew, M Friedlander, GJ Jaffe, S Farsiu
Ophthalmology 127 (6), 793-801, 2020
342020
Computational modeling of retinal hypoxia and photoreceptor degeneration in patients with age-related macular degeneration
KJ McHugh, D Li, JC Wang, L Kwark, J Loo, V Macha, S Farsiu, LA Kim, ...
PloS one 14 (6), e0216215, 2019
272019
Open-source automatic segmentation of ocular structures and biomarkers of microbial keratitis on slit-lamp photography images using deep learning
J Loo, MF Kriegel, MM Tuohy, KH Kim, V Prajna, MA Woodward, S Farsiu
IEEE journal of biomedical and health informatics 25 (1), 88-99, 2020
232020
Deep learning-based classification and segmentation of retinal cavitations on optical coherence tomography images of macular telangiectasia type 2
J Loo, CX Cai, J Choong, EY Chew, M Friedlander, GJ Jaffe, S Farsiu
British Journal of Ophthalmology 106 (3), 396-402, 2022
132022
Comparison of single drusen size on color fundus photography and spectral-domain optical coherence tomography
DY Kim, J Loo, S Farsiu, GJ Jaffe
Retina 41 (8), 1715-1722, 2021
122021
Baseline microperimetry and OCT in the RUSH2A study: structure− function association and correlation with disease severity
EM Lad, JL Duncan, W Liang, MG Maguire, AR Ayala, I Audo, DG Birch, ...
American journal of ophthalmology 244, 98-116, 2022
102022
Impact of baseline quantitative OCT features on response to risuteganib for the treatment of dry age-related macular degeneration: The importance of outer retinal integrity
JR Abraham, GJ Jaffe, PK Kaiser, SJ Chiu, J Loo, S Farsiu, L Bouckaert, ...
Ophthalmology Retina 6 (11), 1019-1027, 2022
7*2022
Validation of a deep learning-based algorithm for segmentation of the ellipsoid zone on optical coherence tomography images of an USH2A-related retinal degeneration clinical trial
J Loo, GJ Jaffe, JL Duncan, DG Birch, S Farsiu
Retina 42 (7), 1347-1355, 2022
52022
Measurement reliability for keratitis morphology
MF Kriegel, J Loo, S Farsiu, V Prajna, M Tuohy, KH Kim, AN Valicevic, ...
Cornea 39 (12), 1503-1509, 2020
52020
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology
J Lai, F Ahmed, S Vijay, T Jaroensri, J Loo, S Vyawahare, S Agarwal, ...
arXiv preprint arXiv:2310.13259, 2023
42023
Open-source automatic biomarker measurement on slit-lamp photography to estimate visual acuity in microbial keratitis
J Loo, MA Woodward, V Prajna, MF Kriegel, M Pawar, M Khan, LM Niziol, ...
Translational Vision Science & Technology 10 (12), 2-2, 2021
32021
Meta-learning approach to automatically register multivendor retinal images
A Hasan, Z Deng, J Loo, D Mukherjee, JL Duncan, DG Birch, GJ Jaffe, ...
Investigative Ophthalmology & Visual Science 61 (7), 1634-1634, 2020
32020
Joint multimodal deep learning-based automatic segmentation of indocyanine green angiography and OCT images for assessment of polypoidal choroidal vasculopathy biomarkers
J Loo, KYC Teo, CH Vyas, JMN Jordan-Yu, AB Juhari, GJ Jaffe, ...
Ophthalmology Science 3 (3), 100292, 2023
22023
Intraoperative retinal changes may predict surgical outcomes after epiretinal membrane peeling
LK Mukkamala, J Avaylon, RJ Welch, A Yazdanyar, P Emami-Naeini, ...
Translational vision science & technology 10 (2), 36-36, 2021
22021
Deep learning-based automatic segmentation of intact ellipsoid zone area on optical coherence tomography images of USH2A-related retinal degeneration
S Farsiu, J Loo, JL Duncan, DG Birch, GJ Jaffe
Investigative Ophthalmology & Visual Science 61 (7), 485-485, 2020
12020
Reliability of physicians’ measurements when manually annotating images of microbial keratitis
MF Kriegel, J Loo, V Prajna, S Farsiu, M Tuohy, PM Gompa, L Niziol, ...
Investigative Ophthalmology & Visual Science 60 (9), 2108-2108, 2019
12019
Deep learning-based automatic segmentation of stromal infiltrates and associated biomarkers on slit-lamp images of microbial keratitis
S Farsiu, J Loo, MF Kriegel, M Tuohy, V Prajna, MA Woodward
Investigative Ophthalmology & Visual Science 60 (9), 1480-1480, 2019
12019
Noise reduction in optical coherence tomography using deep image prior
K Hagan, D Li, J Loo
1
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