Publications by authors named "Giulia Corradetti"

Purpose: To validate automated counts of presumed anterior chamber (AC) cells in eyes with histories of uveitis involving the anterior segment using swept-source (SS) anterior segment optical coherence tomography (AS-OCT) against manual counts and compare automated counts against Standardized Uveitis Nomenclature (SUN) criteria.

Methods: Eyes were imaged with the ANTERION SS AS-OCT device (Heidelberg Engineering). A fully automated custom algorithm quantified the number of hyper-reflective foci (HRF) in line-scan images.

View Article and Find Full Text PDF

Background: Investigate retinal fluid changes via a novel deep-learning algorithm in real-world patients receiving faricimab for the treatment of neovascular age-related macular degeneration (nAMD).

Methods: Multicenter, retrospective chart review and optical coherence tomography (OCT) image upload from participating sites was conducted on patients treated with faricimab for nAMD from February 2022 to January 2024. The Notal OCT Analyzer (NOA) algorithm provided intraretinal, subretinal and total retinal fluid for each scan.

View Article and Find Full Text PDF

In this narrative review we describe the main optical coherence tomography biomarkers appearing in eyes with neovascular age-related macular degeneration (AMD) that do not directly correspond to exudation. We highlight those signs that may mimic exudation and therefore do not require active treatment, such as outer retinal tubulations, pseudocysts, lipid globules, or hyporeflective wedges. Other signs may indicate impending exudation such as hyperreflective foci or shallow irregular retinal pigment epithelium elevation, and therefore should be carefully monitored.

View Article and Find Full Text PDF

Purpose: To identify baseline OCT predictors of the 3-year macular atrophy (MA) development for type 3 (T3) macular neovascularization (MNV) secondary to neovascular age-related macular degeneration (nAMD) treated by anti-VEGF therapy.

Design: Multicenter, retrospective, longitudinal study.

Participants: We included patients with treatment-naive T3 MNV secondary to nAMD at baseline, treated with anti-VEGF during a 3-year follow-up.

View Article and Find Full Text PDF

Purpose: Determine rates of progression of incomplete retinal pigment epithelium and outer retinal atrophy (iRORA) to complete retinal pigment epithelium and outer retinal atrophy (cRORA) and rates of progression of drusen to iRORA/cRORA in eyes with geographic atrophy (GA) treated with avacincaptad pegol (ACP).

Methods: Post hoc analysis of the GATHER1 prospective, randomized, double-masked Phase II/III study that evaluated ACP 2 mg vs. sham.

View Article and Find Full Text PDF
Article Synopsis
  • Limited annotated datasets for 3D biomedical imaging make it challenging to train machine learning models for accurate disease prediction.
  • The SLIViT model, pre-trained on 2D scans, effectively predicts disease-risk factors by processing 3D scans into 2D images and integrating their features.
  • SLIViT outperformed existing models in various learning tasks and matched the accuracy of trained specialists, potentially saving time and costs in clinical settings.
View Article and Find Full Text PDF
Article Synopsis
  • The study aimed to investigate how different sizes of hypertransmission defects (hyperTDs) are related to the progression of specific types of retinal atrophy in patients with intermediate age-related macular degeneration (iAMD).
  • Researchers analyzed optical coherence tomography (OCT) data from iAMD patients, assessing the presence and size of hyperTDs at the start of the study and tracking changes over two years.
  • The findings revealed that iAMD patients with hyperTDs had a significantly higher risk of developing retinal atrophy compared to those without hyperTDs, highlighting the potential of hyperTDs as a useful biomarker for identifying patients at greater risk.
View Article and Find Full Text PDF

Purpose: In aging and early-intermediate age-related macular degeneration (AMD), rod-mediated dark adaptation (RMDA) slows more at 5° superior than at 12°. Using optical coherence tomography angiography (OCTA), we asked whether choriocapillaris flow deficits are related to distance from the fovea.

Methods: Persons ≥60 years stratified for AMD via the Age-Related Eye Disease Study's nine-step system underwent RMDA testing.

View Article and Find Full Text PDF

Objective: To characterize clinical and prognostic implications of leptovitelliform maculopathy (LVM), a distinctive phenotype of vitelliform lesion characterized by the coexistence of subretinal drusenoid deposits (SDDs) and leptochoroid.

Design: Retrospective, cohort study.

Subjects: The study compared patients affected by LVM with cohorts displaying a similar phenotypic spectrum.

View Article and Find Full Text PDF

Peripheral retinal imaging plays a crucial role in the diagnosis, management, and prognosis of diabetic retinopathy (DR). Traditional fundus imaging techniques have limited coverage of the retina, resulting in missed peripheral lesions. The advent of ultra-widefield (UWF) imaging has revolutionized the assessment of the peripheral retina.

View Article and Find Full Text PDF
Article Synopsis
  • The study aimed to explore the effectiveness of generative adversarial networks (GANs) in predicting diabetic macular edema using optical coherence tomography (OCT) images after long-term anti-VEGF treatment.
  • A total of 327 diabetic macular edema patients had their OCT images analyzed over 52 weeks, with different GAN models generating OCT images based on various inputs like baseline B-scans or additional retinal imaging data.
  • The results indicated that GAN models could accurately predict residual fluid and hard exudates, suggesting their potential in identifying patients who may not respond well to treatment, thus aiding in better management strategies.
View Article and Find Full Text PDF

Background/objectives: To assess the relationship between macular vessel density metrics and foveal avascular zone (FAZ) characteristics on optical coherence tomography angiography (OCTA) and lesion distribution in eyes with diabetic retinopathy (DR).

Subjects/methods: Patients with DR who underwent both Optos ultrawidefield (UWF) pseudocolor imaging and macular OCTA (Cirrus Angioplex, 6 × 6 mm) were included in this cross-sectional observational study. The distribution of DR lesions was assessed by comparing each of the peripheral ETDRS extended fields (3-7) against their corresponding ETDRS field, hence eyes were defined as either having predominantly peripheral lesions (PPL) or predominantly central lesions (PCL).

View Article and Find Full Text PDF
Article Synopsis
  • The study investigates the changes in intraretinal hyper-reflective foci (IHRF) over two years in patients with intermediate age-related macular degeneration (AMD) using optical coherence tomography (OCT).
  • It found a significant increase in the average number of IHRF per eye after 24 months, with most eyes showing an increase in these foci.
  • The results suggest that IHRF predominantly occur in the outer retinal layers and indicate a need for further research on their role in AMD progression.
View Article and Find Full Text PDF

Purpose: This study aims to define the characteristics of acquired vitelliform lesions (AVLs) in patients with intermediate age-related macular degeneration (iAMD).

Design: Retrospective, observational, cross sectional study.

Subjects: This study included 217 eyes with AVLs associated with iAMD, and an equivalent number of control patients.

View Article and Find Full Text PDF

Inherited retinal diseases (IRDs) represent one of the major causes of progressive and irreversible vision loss in the working-age population. Over the last few decades, advances in retinal imaging have allowed for an improvement in the phenotypic characterization of this group of diseases and have facilitated phenotype-to-genotype correlation studies. As a result, the number of clinical trials targeting IRDs has steadily increased, and commensurate to this, the need for novel reproducible outcome measures and endpoints has grown.

View Article and Find Full Text PDF

Purpose: In this study, we identify risk factors that predict the progression of acquired vitelliform lesions (AVLs) over time.

Design: Retrospective cohort study.

Subjects: One hundred sixty-three eyes of 132 patients with a diagnosis of intermediate age-related macular degeneration (iAMD) with AVL.

View Article and Find Full Text PDF

Purpose: To evaluate and compare en face and 3-dimensional (3-D) properties of hypertransmission defects (HTDs) between different optical coherence tomography (OCT) devices using OCT volumes and reconstructed en face images.

Settings: Comparative diagnostic evaluation study.

Methods: Thirty eyes with dry age-related macular degeneration (AMD) that underwent dense OCT macular volume scans with both the Spectralis (97 B-scans/volume; 2910 B-scans in total) and Cirrus OCT (128 B-scans/volume; 3840 B-scans in total) from the Amish Eye Study cohort were included in this analysis.

View Article and Find Full Text PDF

Aims: The aim of this study is to assess baseline characteristics of drusen preceding the development of intraretinal hyper-reflective foci (IHRF) in eyes with intermediate age-related macular degeneration (AMD).

Methods: In this retrospective case-control study, longitudinal optical coherence tomography (OCT) volume data from eyes with intermediate AMD in a retina clinic population were screened. All drusen that developed overlying IHRF were marked.

View Article and Find Full Text PDF

Purpose: To define optical coherence tomography (OCT) biomarkers that precede the development of complete retinal pigment epithelium and outer retinal atrophy (cRORA) at that location in eyes with age-related macular degeneration (AMD).

Methods: In this retrospective case-control study, patients with dry AMD who had evidence of cRORA and OCT data available for 4 years (48 ± 4 months) prior to the first visit with evidence of cRORA were included. The visit 4 years prior to the development of cRORA was defined as the baseline visit, and the region on the OCT B-scans of future cRORA development was termed the case region.

View Article and Find Full Text PDF

Purpose: To compare optical coherence tomography angiography (OCTA) retina metrics between cognitively healthy subjects with pathological versus normal cerebrospinal fluid (CSF) Aβ42/tau ratios.

Methods: Swept-source OCTA scans were collected using the Zeiss PLEX Elite 9000 and analyzed on 23 cognitively healthy (CH) subjects who had previously undergone CSF analysis. Thirteen subjects had a pathological Aβ42/tau (PAT) ratio of <2.

View Article and Find Full Text PDF

We present SLIViT, a deep-learning framework that accurately measures disease-related risk factors in volumetric biomedical imaging, such as magnetic resonance imaging (MRI) scans, optical coherence tomography (OCT) scans, and ultrasound videos. To evaluate SLIViT, we applied it to five different datasets of these three different data modalities tackling seven learning tasks (including both classification and regression) and found that it consistently and significantly outperforms domain-specific state-of-the-art models, typically improving performance (ROC AUC or correlation) by 0.1-0.

View Article and Find Full Text PDF
Article Synopsis
  • * It included 60 patients over 60 years old with AMD, who underwent OCT scanning; trained graders then analyzed the scans for specific features of atrophy and other AMD characteristics.
  • * Results showed HR-OCT had higher accuracy and reliability in classifying atrophic lesions and provided better agreement among readers for qualitative and quantitative features than standard OCT.
View Article and Find Full Text PDF

Objective: To evaluate the effect of changing slab position on the correlation between choriocapillaris (CC) flow deficits (FD) in eyes with geographic atrophy (GA) and yearly enlargement rate (yER) of GA.

Methods: OCT and OCTA images obtained on Cirrus HD-OCT device were collected from patients with GA. Each patient underwent OCTA scan at baseline and two OCT scans, one at baseline and one after at least 12 months.

View Article and Find Full Text PDF

Purpose: Intraretinal hyper-reflective foci (IHRF) are optical coherence tomography (OCT) risk factors for progression of age-related macular degeneration (AMD). In this study we assess the change in the number and distribution of IHRF over two years.

Methods: The axial distribution of IHRF were quantified in eyes with intermediate AMD (iAMD) at baseline and 24 months, using a series of 5 sequential equidistant en face OCT retinal slabs generated between the outer border of the internal limiting membrane (ILM) and the inner border of the retinal pigment epithelium (RPE).

View Article and Find Full Text PDF