Elisa Viladés
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View article: Retinal and Choroidal Morphological Features Influencing Contrast Sensitivity in Retinitis Pigmentosa
Retinal and Choroidal Morphological Features Influencing Contrast Sensitivity in Retinitis Pigmentosa Open
Background and Objectives: To find morphological features on optical coherence tomography (OCT) and OCT-angiography (OCTA) influencing contrast sensitivity (CS) in patients with retinitis pigmentosa (RP). Materials and Methods: Cross-secti…
View article: Automatic identification of neurodegenerative diseases with 3D point cloud-based analysis using geometric deep learning in OCT retinal images
Automatic identification of neurodegenerative diseases with 3D point cloud-based analysis using geometric deep learning in OCT retinal images Open
View article: New Method of Early RRMS Diagnosis Using OCT-Assessed Structural Retinal Data and Explainable Artificial Intelligence
New Method of Early RRMS Diagnosis Using OCT-Assessed Structural Retinal Data and Explainable Artificial Intelligence Open
Retinal structure assessment using OCT data could constitute a noninvasive means of diagnosing early-stage MS. This new high-accuracy and high-explainability method of analysis can be implemented in most hospitals and healthcare centers.
View article: Diagnosis of multiple sclerosis using optical coherence tomography supported by explainable artificial intelligence
Diagnosis of multiple sclerosis using optical coherence tomography supported by explainable artificial intelligence Open
View article: 3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images
3D Point Cloud Analysis via Transformer-Based Graph Learning for Multiple Sclerosis Screening in OCT Images Open
View article: Differential Study of Retinal Thicknesses in the Eyes of Alzheimer’s Patients, Multiple Sclerosis Patients and Healthy Subjects
Differential Study of Retinal Thicknesses in the Eyes of Alzheimer’s Patients, Multiple Sclerosis Patients and Healthy Subjects Open
Multiple sclerosis (MS) and Alzheimer’s disease (AD) cause retinal thinning that is detectable in vivo using optical coherence tomography (OCT). To date, no papers have compared the two diseases in terms of the structural differences they …
View article: Diagnosis of Multiple Sclerosis using Optical Coherence Tomography Supported by Explainable Artificial Intelligence
Diagnosis of Multiple Sclerosis using Optical Coherence Tomography Supported by Explainable Artificial Intelligence Open
Background/Objectives: Study of retinal structure based on optical coherence tomography (OCT) data can facilitate early diagnosis of relapsing-remitting multiple sclerosis (RRMS). Although artificial intelligence can provide highly reliabl…
View article: Explainable artificial intelligence toward usable and trustworthy computer-aided diagnosis of multiple sclerosis from Optical Coherence Tomography
Explainable artificial intelligence toward usable and trustworthy computer-aided diagnosis of multiple sclerosis from Optical Coherence Tomography Open
Background Several studies indicate that the anterior visual pathway provides information about the dynamics of axonal degeneration in Multiple Sclerosis (MS). Current research in the field is focused on the quest for the most discriminati…
View article: Evaluation of multiple sclerosis severity using a new OCT tool
Evaluation of multiple sclerosis severity using a new OCT tool Open
Purpose To assess the ability of a new posterior pole protocol to detect areas with significant differences in retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL) thickness in patients with multiple sclerosis versus healthy cont…
View article: Diagnosis of multiple sclerosis using optical coherence tomography supported by artificial intelligence
Diagnosis of multiple sclerosis using optical coherence tomography supported by artificial intelligence Open
View article: Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography
Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography Open
Background: Several studies indicate that the anterior visual pathway provides information about the dynamics of axonal degeneration in Multiple Sclerosis (MS). Current research in the field is focused on the quest for the most discriminat…
View article: Diagnostic Ability and Capacity of Optical Coherence Tomography-Angiography to Detect Retinal and Vascular Changes in Patients with Fibromyalgia
Diagnostic Ability and Capacity of Optical Coherence Tomography-Angiography to Detect Retinal and Vascular Changes in Patients with Fibromyalgia Open
Background. To evaluate the neuroretina and retinal vasculature of fibromyalgia (FM) patients and calculate a linear discriminant function (LDF) to improve retinal parameters’ contribution to FM diagnosis. Methods. Fifty FM patients and 23…
View article: Assessment of visual function and the neuroretina in subjects diagnosed with congenital anomaly of color vision
Assessment of visual function and the neuroretina in subjects diagnosed with congenital anomaly of color vision Open
This cross-sectional and observational study includes 50 eyes of subjects with color blindness and 50 eyes of control subjects. Visual function (visual acuity, contrast sensitivity, and color vision) and neuroretinal structure were assesse…
View article: Ability of Swept-source OCT and OCT-angiography to detect neuroretinal and vasculature changes in patients with Parkinson disease and essential tremor
Ability of Swept-source OCT and OCT-angiography to detect neuroretinal and vasculature changes in patients with Parkinson disease and essential tremor Open
View article: Evaluation of Progressive Retinal Degeneration in Bipolar Disorder Patients over a Period of 5 Years
Evaluation of Progressive Retinal Degeneration in Bipolar Disorder Patients over a Period of 5 Years Open
To quantify visual and retinal changes in patients with bipolar disorder (BD) over 5 years, compared with controls. Thirty-eight patients with BD and 122 healthy subjects underwent visual acuity (VA) evaluation, contrast sensitivity vision…
View article: Evaluation of Progressive Retinal Degeneration in Bipolar Disorder Patients over a Period of 5 Years
Evaluation of Progressive Retinal Degeneration in Bipolar Disorder Patients over a Period of 5 Years Open
To quantify visual and retinal changes in patients with bipolar disorder (BD) over 5 years, compared with controls. Thirty-eight patients with BD and 122 healthy subjects underwent visual acuity (VA) evaluation, contrast sensitivity vision…
View article: Analysis of Retinal Layers in Fibromyalgia Patients with Premium Protocol in Optical Tomography Coherence and Quality of Life
Analysis of Retinal Layers in Fibromyalgia Patients with Premium Protocol in Optical Tomography Coherence and Quality of Life Open
Patients with FM present with a reduction of the inner retinal layers in the macular area. This degeneration correlates with disease severity/reduced quality of life in these patients. The PPole protocol for OCT is a non-invasive and fast …
View article: Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography Open
This study demonstrated that machine learning techniques, using clinical and OCT data, can help establish an early diagnosis and predict the course of MS. This advance could help clinicians select more specific treatments for each MS patie…
View article: Angiography with optical coherence tomography as a biomarker in multiple sclerosis
Angiography with optical coherence tomography as a biomarker in multiple sclerosis Open
Purpose To investigate superficial retinal microvascular plexuses detected by optical coherence tomography angiography (OCT-A) in multiple sclerosis (MS) subjects and compare them with healthy controls. Methods A total of 92 eyes from 92 p…
View article: Physiological changes in retinal layers thicknesses measured with swept source optical coherence tomography
Physiological changes in retinal layers thicknesses measured with swept source optical coherence tomography Open
Excepting the RNFL, which shows a thickening until the third decade of life, the rest of the layers seem to have a physiological progressive thinning.
View article: Utilidad de la tomografía de coherencia óptica en la evaluación de los pacientes con trastorno bipolar
Utilidad de la tomografía de coherencia óptica en la evaluación de los pacientes con trastorno bipolar Open
View article: Progressive Functional and Neuroretinal Affectation in Patients With Multiple Sclerosis Treated With Fingolimod
Progressive Functional and Neuroretinal Affectation in Patients With Multiple Sclerosis Treated With Fingolimod Open
Background: To evaluate the effect of fingolimod in visual function and neuroretinal structures in patients with multiple sclerosis (MS) for a period of 1 year. Methods: This longitudinal and observational cohort study included 78 eyes of …
View article: Reproducibility of retinal and choroidal measurements using swept-source optical coherence tomography in patients with Parkinson’s disease
Reproducibility of retinal and choroidal measurements using swept-source optical coherence tomography in patients with Parkinson’s disease Open
Swept-source optical coherence tomography provides highly reproducible measurements of retinal and choroidal thickness in both the macular and peripapillary areas. The reproducibility is higher in measurements of retinal thickness versus c…
View article: Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features
Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features Open
The purpose of this paper is to evaluate the feasibility of diagnosing multiple sclerosis (MS) using optical coherence tomography (OCT) data and a support vector machine (SVM) as an automatic classifier. Forty-eight MS patients without sym…
View article: Diagnostic ability of multifocal electroretinogram in early multiple sclerosis using a new signal analysis method
Diagnostic ability of multifocal electroretinogram in early multiple sclerosis using a new signal analysis method Open
By analysing mfERG recordings and contrasting them with those of healthy controls it is possible to detect early-stage MS in patients without a previous history of ON.
View article: Identification of clusters in multifocal electrophysiology recordings to maximize discriminant capacity (patients vs. control subjects)
Identification of clusters in multifocal electrophysiology recordings to maximize discriminant capacity (patients vs. control subjects) Open
View article: Neurodegeneration in Patients with Type 2 Diabetes Mellitus without Diabetic Retinopathy
Neurodegeneration in Patients with Type 2 Diabetes Mellitus without Diabetic Retinopathy Open
Purpose . To evaluate neurodegeneration in patients with type 2 diabetes mellitus (DM2) without diabetic retinopathy and to assess the possible role of systemic vascular complications in retinal changes. Methods . Sixty eyes of 60 patients…
View article: The potential role of subclinical ischaemia in the visual dysfunction of patients with type 2 Diabetes Mellitus without diabetic retinopathy
The potential role of subclinical ischaemia in the visual dysfunction of patients with type 2 Diabetes Mellitus without diabetic retinopathy Open
Background To evaluate visual function in patients with early type 2 Diabetes Mellitus (DM2) without diabetic retinopathy and good metabolic control, and to analyze the role of chronic systemic ischaemia in neurretina of these patients. Me…
View article: Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques
Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques Open
Measurements of RNFL thickness obtained with SS-OCT have an excellent ability to differentiate between healthy controls and patients with MS. Thus, the use of machine learning techniques based on these measures can be a reliable tool to he…
View article: Reproducibility of retinal and choroidal measurements using swept-source optical coherence tomography in patients with Parkinson’s disease
Reproducibility of retinal and choroidal measurements using swept-source optical coherence tomography in patients with Parkinson’s disease Open
Purpose: To assess the reproducibility of retinal and choroidal measurements in the macular and peripapillary areas using swept-source optical coherence tomography in patients with Parkinson’s disease. Methods: A total of 63 eyes of 63 pat…