Use of a Neural Net to Model the Impact of Optical Coherence Tomography Abnormalities on Vision in Age-related Macular Degeneration

QR Code

Use of a Neural Net to Model the Impact of Optical Coherence Tomography Abnormalities on Vision in Age-related Macular Degeneration

Purpose To develop a neural network for the estimation of visual acuity from optical coherence tomography (OCT) images of patients with neovascular age-related macular degeneration (AMD) and to demonstrate its use to model the impact of specific controlled OCT changes on vision. Design Artificial in...

Full description

Bibliographic Details
Published in:	American Journal of Ophthalmology
Main Author:	Aslam T.M.; Zaki H.R.; Mahmood S.; Ali Z.C.; Ahmad N.A.; Thorell M.R.; Balaskas K.
Format:	Article
Language:	English
Published:	Elsevier Inc. 2018
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033561034&doi=10.1016%2fj.ajo.2017.10.015&partnerID=40&md5=48e3006de9c7934f82cec2fe98a54b10

Similar Items

Modifications in Macular Perfusion and Neuronal Loss After Acute Traumatic Brain Injury
by: Hepschke J.L.; Laws E.; Bin Saliman N.H.; Juncu S.; Courtie E.; Belli A.; Blanch R.J.
Published: (2023)

Sophisticated test objects for the quality assurance of optical computed tomography scanners
by: Abdul Rahman A.T.; Bräuer-Krisch E.; Brochard T.; Adamovics J.; Clowes S.K.; Bradley D.; Doran S.J.
Published: (2011)

Quantifications of Mandibular Trabecular Bone Microstructure Using Cone Beam Computed Tomography for Age Estimation: A Preliminary Study
by: Tabassum A.; Chainchel Singh M.K.; Ibrahim N.; Ramanarayanan S.; Mohd Yusof M.Y.P.
Published: (2022)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
by: Abdullah M.F.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Setumin S.; Ani A.I.C.
Published: (2023)

Prediction of heart abnormality using MLP network
by: Hashim F.R.; Januar Y.; Mat M.H.; Rizman Z.I.; Awang M.K.
Published: (2018)

Cardiac abnormality prediction using HMLP network
by: Adnan J.; Ahmad K.A.; Mat M.H.; Rizman Z.I.; Ahmad S.
Published: (2018)

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
by: Kasim S.; Tang J.; Malek S.; Ibrahim K.S.; Shariff R.E.R.; Chima J.K.
Published: (2024)

Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
by: Kasim, et al.
Published: (2024)

Oral health-related quality of life and its association with sense of coherence and social support among Yemeni immigrants in Malaysia
by: Al-Katheri, et al.
Published: (2024)

Oral health-related quality of life and its association with sense of coherence and social support among Yemeni immigrants in Malaysia
by: Al-Katheri N.B.A.; Azzani M.
Published: (2024)

Deep learning for magnetic resonance imaging brain tumor detection: evaluating ResNet, EfficientNet, and VGG-19
by: Muftic F.; Kadunic M.; Musinbegovic A.; Almisreb A.A.; Jaafar H.
Published: (2024)

Comparative Study between Horn-Schunk and Lucas Kenade Optical Flow Method for Lung Lesion Identification in Computed Tomography Images
by: Abdullah M.F.; Sulaiman S.N.B.; Osman M.K.; Karim N.K.A.; Ani A.I.C.; Damit D.S.A.
Published: (2023)

Adaptive Neuro-Fuzzy Inference System for brain abnormality segmentation
by: Noor N.M.; Khalid N.E.A.; Hassan R.; Ibrahim S.; Yassin I.M.
Published: (2010)

Abnormal gastric cell segmentation based on shape using morphological operations
by: Khalid N.E.A.; Samsudin N.; Hashim R.
Published: (2012)

Development of a machine learning model for predicting abnormalities of commercial airplanes
by: Passarella R.; Nurmaini S.; Rachmatullah M.N.; Veny H.; Nur Hafidzoh F.N.
Published: (2024)

Improving night driving behavior recognition with ResNet50
by: Ishak M.F.; Zaman F.H.K.; Mun N.K.; Abdullah S.A.C.; Makhtar A.K.
Published: (2024)

Inhibition of miR-96-5p alleviates intervertebral disc degeneration by regulating the peroxisome proliferator-activated receptor γ/nuclear factor-kappaB pathway
by: Li X.; Hou Q.; Yuan W.; Zhan X.; Yuan H.
Published: (2023)

A Systematic Literature Review on Leaf Disease Recognition Using Computer Vision and Deep Learning Approach
by: Yani N.A.N.A.; Fauzi S.S.M.; Zaki N.A.M.; Ismail M.H.
Published: (2024)

Comparative Study of Three Rice Brands' Quality through Measuring Broken Rice Percentage using Sortex A ColorVision (Buhler) Optical Sorters
by: Sairi S.A.M.; Mustaffha S.
Published: (2020)

Driver Drowsiness Detection Using Vision Transformer
by: Bin Mohamad Azmi M.M.; Kamaru Zaman F.H.
Published: (2024)

Pediatric pneumonia detection using vision transformer
by: Cahyani D.E.; Setyawan F.F.; Hariadi A.D.; Wahyuningsih S.; Setumin S.
Published: (2024)

Power Quality Disturbances Classification Analysis Using EfficientNet Architecture
by: Fitri Mat Zabidi M.D.; Shahbudin S.; Sulaiman S.I.; Abdul Rahman F.Y.; Saad H.
Published: (2024)

Application of a new system for classifying root and canal anatomy in studies involving micro-computed tomography and cone beam computed tomography: Explanation and elaboration
by: Ahmed H.M.A.; Ibrahim N.; Mohamad N.S.; Nambiar P.; Muhammad R.F.; Yusoff M.; Dummer P.M.H.
Published: (2021)

A framework of MRI fat suppressed imaging fusion system for femur abnormality analysis
by: Meng B.C.C.; Ngah U.K.; Khoo B.E.; Shuaib I.L.; Aziz M.E.
Published: (2015)

An Advanced Frequency Adaptive PLL for Grid Connected Inverters Under Abnormal Grid Conditions
by: Meraj S.T.; Yu S.S.; Hasan K.; Trinh H.; Shi P.
Published: (2023)

USABILITY AND VALIDATION OF EYE QUESTIONNAIREBASED VISION SCREENING (EYEQVS)
by: Ah C.; Sa R.; A A.; N C.; B M.; Chen A.-H.
Published: (2023)

The Etiology and Pattern of Low Vision Patients in UiTM
by: Ibrahim W.N.A.; Razif N.S.
Published: (2022)

Estimation of kidneys and urinary bladder doses based on the region of interest in 18Fluorine-fluorodeoxyglucose positron emission tomography/computed tomography examination: A preliminary study
by: Mustapha F.A.; Bashah F.A.A.; Yassin I.M.; Fikri A.S.F.; Nordin A.J.; Razak H.R.A.
Published: (2017)

Acute symptomatic hyponatremia after computed tomography renal protocol
by: Lim L.Y.; Firdaus C.A.M.; Fam X.I.; Goh E.H.
Published: (2017)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib S.M.; Asghar M.Z.; Iqbal M.; Al-Rasheed A.; Khan M.A.; Ghadi Y.; Mazhar T.
Published: (2024)

EfficientNet based Convolutional Neural Network for Visual Plant Disease Detection
by: Kumar D.; Ishak M.K.; Maruzuki M.I.F.
Published: (2022)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib, et al.
Published: (2024)

Enhanced Scalar Multiplication Algorithm over Prime Field Using Elliptic Net
by: Muslim N.; Yunos F.; Razali Z.; Norddin N.I.
Published: (2024)

Visual Facial Paralysis Detection using InceptionResNetV2
by: Razlan N.N.; Aminuddin R.; Sabri N.; Ibrahim S.; Shari A.A.
Published: (2024)

Exogenous leptin administration decreases sperm count and increases the fraction of abnormal sperm in adult rats
by: Haron M.N.; D'Souza U.J.A.; Jaafar H.; Zakaria R.; Singh H.J.
Published: (2010)

All Fiber Thermo-Optic Polarization Modulator with Chromium Carbide
by: Tan S.J.; Chang S.H.; Cheng X.S.; Tiu Z.C.; Haris H.; Muhammad A.R.; Markom A.M.; Harun S.W.
Published: (2024)

Paper Cuttings Pattern Feature Extraction Based on Machine Vision
by: Chen J.; Wang K.; Daud W.S.A.W.M.
Published: (2024)

An Autonomous Wheelchair Vision System: Detection of Potholes for Outdoor Maneuvering
by: Mohd Ghazali M.S.; Yahaya S.Z.; Ahmad K.A.; Abd Rahman M.F.; Noorsal E.; Boudville R.
Published: (2024)

Photovoltaic Module Defects Classification Analysis Using ShuffleNet Architecture in Electroluminescence Images
by: Rozi M.W.F.M.; Shahbudin S.
Published: (2023)

Classification of Brain Tumors on MRI Images Using DenseNet and Support Vector Machine
by: Minarno A.E.; Kantomo I.S.; Sumadi F.D.S.; Nugroho H.A.; Ibrahim Z.
Published: (2022)