Jessica Loo
Jessica Loo
Data Scientist, Verily Life Sciences
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Noise reduction in optical coherence tomography using deep image prior
K Hagan, D Li, J Loo
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