Publications by authors named "Aydano Machado"

Article Synopsis
  • Corneal diseases are increasingly problematic, especially in areas with limited eye care resources, but AI can help automate their diagnosis and management.
  • This review highlights AI’s effectiveness in diagnosing various corneal conditions, showing it often surpasses human accuracy by using combined imaging and clinical data.
  • Although there are challenges like diverse patient populations and the complexity of AI models, advancements in explainable AI and better data handling can improve the situation.
View Article and Find Full Text PDF

Purpose: This article introduces the Pentacam Cornea OCT (optical coherence tomography). This advanced corneal imaging system combines rotating ultra-high-resolution spectral domain OCT with sub- 2-micron axial resolution and Scheimpflug photography. The purpose of this study is to present the first experience with the instrument and its potential for corneal diagnostics, including optical biopsy.

View Article and Find Full Text PDF

Introduction: The study aims to demonstrate and estimate the prevalence of clinical corneal ectasia and keratoconus (KC) in patients with relatively low keratometry (low-K KC).

Methods: In a retrospective, analytical, and non-interventionist study, one eye was randomly selected from 1054 patients from the original Tomographic Biomechanical Index (TBIv1) study and the external validation (from Rio de Janeiro, Brazil, and Milan, Italy clinics). Patients were stratified into three groups.

View Article and Find Full Text PDF

Different diagnostic approaches for ectatic corneal diseases (ECD) include screening, diagnosis confirmation, classification of the ECD type, severity staging, prognostic evaluation, and clinical follow-up. The comprehensive assessment must start with a directed clinical history. However, multimodal imaging tools, including Placido-disk topography, Scheimpflug three-dimensional (3D) tomography, corneal biomechanical evaluations, and layered (or segmental) tomography with epithelial thickness by optical coherence tomography (OCT), or digital very high-frequency ultrasound (dVHF-US) serve as fundamental complementary exams for measuring different characteristics of the cornea.

View Article and Find Full Text PDF
Article Synopsis
  • A 27-year-old woman with a history of childhood strabismus surgery seeks to eliminate her reliance on glasses and contact lenses, presenting with mild exophoria and good visual acuity in both eyes.
  • Her eye examination reveals specific refraction measurements indicating moderate myopia in both eyes, with additional tests showing normal tear production and corneal health.
  • The patient is considering options for vision correction, including corneal refractive surgery or a phakic intraocular lens (pIOL), and is leaning towards the latter for its reversibility.
View Article and Find Full Text PDF
Article Synopsis
  • Different diagnostic strategies for ectatic corneal diseases (ECDs) include screening, confirmation, classification, severity staging, prognostic assessment, and follow-up, enabling personalized treatment plans.
  • Improved diagnostics are essential due to the rise of less invasive therapeutic refractive options (like corneal crosslinking and customized ablations) that are now considered before traditional surgeries like keratoplasty.
  • Advanced imaging technologies and artificial intelligence are enhancing the detection and risk assessment of ECD, allowing for tailored clinical decisions and treatments.
View Article and Find Full Text PDF

Purpose: To optimize artificial intelligence (AI) algorithms to integrate Scheimpflug-based corneal tomography and biomechanics to enhance ectasia detection.

Design: Multicenter cross-sectional case-control retrospective study.

Methods: A total of 3886 unoperated eyes from 3412 patients had Pentacam and Corvis ST (Oculus Optikgeräte GmbH) examinations.

View Article and Find Full Text PDF

Purpose: To test the ability of the corneal epithelial pattern standard deviation (PSD) to distinguish between normal and cases with corneal ectatic condition.

Setting: Instituto de Olhos Renato Ambrósio, Rio de Janeiro, Brazil.

Design: Cross-sectional retrospective study.

View Article and Find Full Text PDF

Knowledge of biomechanical principles has been applied in several clinical conditions, including correcting intraocular pressure measurements, planning and following corneal treatments, and even allowing an enhanced ectasia risk evaluation in refractive procedures. The investigation of corneal biomechanics in keratoconus (KC) and other ectatic diseases takes place in several steps, including screening ectasia susceptibility, the diagnostic confirmation and staging of the disease, and also clinical characterization. More recently, investigators have found that the integration of biomechanical and tomographic data through artificial intelligence algorithms helps to elucidate the etiology of KC and ectatic corneal diseases, which may open the door for individualized or personalized medical treatments in the near future.

View Article and Find Full Text PDF

Purpose: To assess the efficiency of an index derived from multiple logistic regression analysis (MLRA) to measure differences in corneal tomography findings between subclinical keratoconus (KC) in 1 eye, corneal ectasia, and healthy corneas.

Setting: 2 private Brazilian ophthalmological centers.

Design: Multicenter case-control study.

View Article and Find Full Text PDF

To prospectively review the importance of biomechanical assessment in the screening, diagnosis, prognosis, individualized planning, and clinical follow-up for ectatic corneal diseases. We demonstrate two commercially available devices to assess the corneal biomechanics , the Ocular Response Analyzer (ORA, Reichester, NY, USA) and the Corvis ST (Oculus, Wetzlar, Germany). Novel devices have been demonstrated to provide biomechanical measurements, including Brillouin optical microscopy and OCT elastography.

View Article and Find Full Text PDF

Background: The Corvis ST provides measurements of intraocular pressure (IOP) and a biomechanically-corrected IOP (bIOP). IOP influences corneal deflection amplitude (DA), which may affect the diagnosis of keratoconus. Compensating for IOP in DA values may improve the detection of keratoconus.

View Article and Find Full Text PDF
Article Synopsis
  • The study aimed to enhance the detection of corneal ectasia susceptibility using tomographic data collected from multiple clinics across South America, the U.S., and Europe.
  • Researchers developed AI models using Pentacam HR parameters to analyze preoperative data from different patient groups, including stable LASIK cases, those with post-LASIK ectasia, and patients with keratoconus.
  • The newly created Pentacam Random Forest Index (PRFI) showed superior accuracy in diagnosing ectasia compared to existing methods, suggesting that incorporating more corneal biomechanical data could further improve risk assessment.
View Article and Find Full Text PDF

Purpose: To evaluate the predictability of asphericity and average keratometry in patients with keratoconus after implantation of intrastromal corneal ring segments (ICRS) using artificial intelligence.

Methods: This study included 209 eyes of 160 patients with keratoconus (grades I, II, and III) who had ICRS implanted. The 160 arc length Ferrara ICRS was implanted in all patients.

View Article and Find Full Text PDF

Purpose: To analyze and compare changes to the anterior and posterior corneal surfaces after Ferrara intracorneal ring segment (ICRS) (AJL, Boecillo, Spain) implantation and to correlate those changes with visual outcomes.

Methods: This retrospective case series study comprised consecutive patients with keratoconus implanted with the Ferrara ICRS. Computed tomography scans of the two corneal surfaces were obtained preoperatively and postoperatively with a rotating Scheimpflug imaging system.

View Article and Find Full Text PDF

Background: Cancer is a disease characterized as an uncontrolled growth of abnormal cells that invades neighboring tissues and destroys them. Lung cancer is the primary cause of cancer-related deaths in the world, and it diagnosis is a complex task for specialists and it presents some big challenges as medical image interpretation process, pulmonary nodule detection and classification. In order to aid specialists in the early diagnosis of lung cancer, computer assistance must be integrated in the imaging interpretation and pulmonary nodule classification processes.

View Article and Find Full Text PDF

Objective: This work presents a Modeling Language and its technological infrastructure to customize the vocabulary of Communication Boards (CB), which are important tools to provide more humanization of health care.

Method: Using a technological infrastructure based on Model-Driven Development (MDD) approach, our Modelin Language (ML) creates an abstraction layer between users (e.g.

View Article and Find Full Text PDF

Purpose: To evaluate the long-term safety and efficacy of Ferrara intrastromal corneal ring segments (ICRS) (Ferrara Ring; AJL, Boecillo, Spain) in patients with keratoconus.

Methods: The chart records of 36 eyes of 30 patients with keratoconus implanted with ICRS, operated on between July 1996 and January 2002, were retrospectively reviewed. The following parameters were studied: uncorrected distance visual acuity (UDVA), corrected distance visual acuity (CDVA), keratometry (K), and central corneal thickness.

View Article and Find Full Text PDF

Purpose: To evaluate the Ocular Response Analyzer (ORA; Reichert Ophthalmic Instruments, Depew, NY) performance in differentiating grades I and II keratoconus from normal corneas using 41 parameters individually and to assess the effect of analyzing all parameters together.

Methods: This study compared the mean value of 41 ORA parameters in grades I and II keratoconus with healthy age-matched control eyes. Only eyes with a central corneal thickness between 500 and 600 μm were included.

View Article and Find Full Text PDF

Purpose: To evaluate the clinical outcomes of implantation of Ferrara intrastromal corneal ring segments (ICRS) in patients with astigmatism after penetrating keratoplasty (PKP).

Setting: Private clinic, Belo Horizonte, Brazil.

Design: Retrospective consecutive case series.

View Article and Find Full Text PDF