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ARVO Annual Meeting Abstract June 2024

Automatic staging and risk progression of NPDR using multimodal static and dynamic features

Luís Mendes; Inês Marques; Luisa Ribeiro; Antonio Cunha-Vaz Martinho; Conceição Lobo; José Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1590.

ARVO Annual Meeting Abstract June 2024

Vision loss in diabetic macular edema is associated with abnormal fluid accumulation in the outer segment layer

Torcato Santos; Débora Reste-Ferreira; Inês Marques; Luísa Ribeiro; Luís Mendes; Ana Rita Santos; João Figueira; Conceição Lobo; José Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1383.

Retina May 2024

Patterns of Progression of Nonproliferative Diabetic Retinopathy Using Non-Invasive Imaging

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Inês Pereira Marques; Maria Luísa Ribeiro; Torcato Santos; Débora Reste-Ferreira; Luís Mendes; António Cunha-Vaz Martinho; Ana Rita Santos; João Figueira; Conceição Lobo; José Cunha-Vaz
TAGS: diagnostic imaging, microaneurysm, nonproliferative diabetic retinopathy, blood capillaries
Trans. Vis. Sci. Tech.. 2024; 13(5):22. https://doi.org/10.1167/tvst.13.5.22

ARVO Imaging in the Eye Conference Abstract June 2023

Characterization of OCT and OCTA metrics in the eyes of patients with diabetes and evidence of suffering myocardial infarction

Luís Mendes; Inês Marques; Luisa Ribeiro; Conceição Lobo; José Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2023; 64(9):PB0045.

ARVO Annual Meeting Abstract June 2023

Abnormal retinal fluid in eyes with diabetic center-involved macular edema

Débora Reste-Ferreira; Torcato Santos; Ines Pereira Marques; Maria Luísa Ribeiro; Luís Mendes; Ana Rita Santos; Conceicão F Lobo; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):4675.

ARVO Annual Meeting Abstract June 2023

Automated discrimination between eyes with mild and moderate nonproliferative diabetic retinopathy graded using ETDRS severity scale

Luís Mendes; Ines Pereira Marques; Luisa Ribeiro; Conceicão F Lobo; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):1088.

ARVO Annual Meeting Abstract June 2022

Automatic detection of drusen-like deposits on OCT using EfficientNet models

Luís Mendes; Thiago Martins; Paulo Schor; Jose G Cunha-Vaz; Rufino Silva

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2091 – F0080.

ARVO Annual Meeting Abstract June 2022

Deep learning (DL) model to identify moderately severe and severe nonproliferative diabetic retinopathy (NPDR) from 7-field color fundus photographs (7F-CFP)

Fethallah Benmansour; Dimitrios Damopoulos; Qi Yang; Ales Neubert; Luís Mendes; Torcato Santos; Nripun Sredar; Jose G Cunha-Vaz; Daniela Ferrara

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2086 – F0075.

ARVO Annual Meeting Abstract June 2022

Predicting 5-year progression to vision-threatening complications using machine learning

Dimitrios Damopoulos; Luís Mendes; Torcato Santos; Ales Neubert; Daniela Ferrara; Jose G Cunha-Vaz; Fethallah Benmansour

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2085 – F0074.

ARVO Imaging in the Eye Conference Abstract August 2021

Automatic detection of pathological OCT volumes based on structural and OCTA metrics

Luís Mendes; Thiago Martins; Jose Cunha-Vaz; Rufino Silva

Invest. Ophthalmol. Vis. Sci.. 2021; 62(11):17.

ARVO Annual Meeting Abstract June 2021

Comparison of different methods for the identification of capillary closure in diabetics retinopathy using OCTA

Luís Mendes; Inês Marques; Luis De Sisternes; Maria Helena Madeira; Torcato Santos; Warren Lewis; Mary K Durbin; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2475.

ARVO Annual Meeting Abstract June 2021

Predicting the development of clinically significant macular edema (CSME) in patients with mild nonproliferative diabetic retinopathy (NPDR) using machine learning (ML)

Dimitrios Damopoulos; Luís Mendes; Torcato Santos; Ales Neubert; Beatriz Garcia Armendariz; Robert Weikert; Daniela Ferrara; Jose G Cunha-Vaz; Fethallah Benmansour

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2106.

ARVO Annual Meeting Abstract June 2021

Mobile models for AMD and DR screening

Sofia Gonçalves; Luís Mendes; Jose G Cunha-Vaz; Rufino Silva

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2113.

ARVO Annual Meeting Abstract June 2021

Microaneurysm Turnover in eyes with mild nonproliferative diabetic retinopathy is associated with progression and development of sight-threatening complications: a 5-year longitudinal study

Ines Pereira Marques; Luis Mendes; Ana Rita Santos; Diana Tavares; Maria Helena Madeira; Conceicão F Lobo; Joao Figueira; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1098.

ARVO Annual Meeting Abstract June 2020

Machine Learning to Predict Diabetic Retinopathy Improvement in Mild NPDR Patients From EUROCONDOR and C-Tracer Using Systemic and Retinal Imaging Features

Dimitrios Damopoulos; Luis Mendes; Beatriz Garcia Armendariz; Torcato Santos; Zdenka Haskova; Robert Weikert; Fethallah Benmansour; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4036.

ARVO Annual Meeting Abstract June 2020

Optical coherence tomography angiography (OCTA) quantification using a new multilayer segmentation (MLS) vs fast segmentation (FS) in healthy and patients with diabetic retinopathy (DR)

Lukas Rothmann; Mary K Durbin; Ali Fard; Jose G Cunha-Vaz; Luis Mendes; Torcato Santos; Jochen Straub; Simon Stock

Invest. Ophthalmol. Vis. Sci.. 2020; 61(7):4574.

Clinical and Epidemiologic Research March 2020

Characterization of Disease Progression in the Initial Stages of Retinopathy in Type 2 Diabetes: A 2-Year Longitudinal Study

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Inês P. Marques; Dalila Alves; Torcato Santos; Luís Mendes; Conceição Lobo; Ana Rita Santos; Mary Durbin; José Cunha-Vaz
TAGS: blood capillaries, diabetes mellitus, type 2, diabetic retinopathy, disease progression, edema, eye, longitudinal studies, nerve degeneration, retinal diseases, retina
Invest. Ophthalmol. Vis. Sci.. 2020; 61(3):20. https://doi.org/10.1167/iovs.61.3.20

Includes: Supplemental Content

ARVO Imaging in the Eye Conference Abstract August 2019

Automatic quantification of focal capillary dropout for identification of ischemia in patients with DR

Luis Mendes; Arindam Bhattacharya; Christian Schwartz; Dalila Alves; Torcato Santos; Inês Marques; Mary Durbin; José Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2019; 60(11):PB0151.

ARVO Annual Meeting Abstract July 2019

Multimodal imaging of the initial stages of diabetic retinopathy. Different disease pathways in different patients.

Dalila Alves; Inês \ Marques; Torcato Santos; Luis Mendes; Ana Rita Santos; Conceição Lobo; Mary K Durbin; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3022.

ARVO Annual Meeting Abstract July 2019

Changes in vessel density in the initial stages of retinopathy in diabetes type 2. A two-year longitudinal study.

Luis Mendes; Torcato Santos; Ines Marques; Dalila Alves; Mary K Durbin; Jose G Cunha-Vaz

Invest. Ophthalmol. Vis. Sci.. 2019; 60(9):3019.

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Automatic staging and risk progression of NPDR using multimodal static and dynamic features

Vision loss in diabetic macular edema is associated with abnormal fluid accumulation in the outer segment layer

Patterns of Progression of Nonproliferative Diabetic Retinopathy Using Non-Invasive Imaging

Characterization of OCT and OCTA metrics in the eyes of patients with diabetes and evidence of suffering myocardial infarction

Abnormal retinal fluid in eyes with diabetic center-involved macular edema

Automated discrimination between eyes with mild and moderate nonproliferative diabetic retinopathy graded using ETDRS severity scale

Automatic detection of drusen-like deposits on OCT using EfficientNet models

Deep learning (DL) model to identify moderately severe and severe nonproliferative diabetic retinopathy (NPDR) from 7-field color fundus photographs (7F-CFP)

Predicting 5-year progression to vision-threatening complications using machine learning

Automatic detection of pathological OCT volumes based on structural and OCTA metrics

Comparison of different methods for the identification of capillary closure in diabetics retinopathy using OCTA

Predicting the development of clinically significant macular edema (CSME) in patients with mild nonproliferative diabetic retinopathy (NPDR) using machine learning (ML)

Mobile models for AMD and DR screening

Microaneurysm Turnover in eyes with mild nonproliferative diabetic retinopathy is associated with progression and development of sight-threatening complications: a 5-year longitudinal study

Machine Learning to Predict Diabetic Retinopathy Improvement in Mild NPDR Patients From EUROCONDOR and C-Tracer Using Systemic and Retinal Imaging Features

Optical coherence tomography angiography (OCTA) quantification using a new multilayer segmentation (MLS) vs fast segmentation (FS) in healthy and patients with diabetic retinopathy (DR)

Characterization of Disease Progression in the Initial Stages of Retinopathy in Type 2 Diabetes: A 2-Year Longitudinal Study

Automatic quantification of focal capillary dropout for identification of ischemia in patients with DR

Multimodal imaging of the initial stages of diabetic retinopathy. Different disease pathways in different patients.

Changes in vessel density in the initial stages of retinopathy in diabetes type 2. A two-year longitudinal study.

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