Diabetic Retinopathy Prediction Using Machine Learning
Diabetic retinopathy is among the notorious complications of diabetes and a leading cause of blindness among adults. Since prevention of vision loss in diabetic retinopathy is possible when the disease is detected early and interventions instituted, screening is highly essential for this disease....
| Main Authors: | Ravikiran, Y., Usha Sree, R. |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
INTI International University
2024
|
| Subjects: | |
| Online Access: | http://eprints.intimal.edu.my/2095/ http://eprints.intimal.edu.my/2095/2/634 http://eprints.intimal.edu.my/2095/3/joit2024_45b.pdf |
Similar Items
Implementation of Health Monitoring System for Patients using Machine Learning Algorithms
by: Hariprasad, U.S., et al.
Published: (2024)
by: Hariprasad, U.S., et al.
Published: (2024)
Diabetic Retinopathy Detection Model using Hybrid of U-Net and Vision Transformer Algorithms
by: Mudit, Khater
Published: (2024)
by: Mudit, Khater
Published: (2024)
The diagnosis of diabetic retinopathy by means of transfer learning with conventional machine learning pipeline
by: Farhan Nabil, Mohd Noor, et al.
Published: (2020)
by: Farhan Nabil, Mohd Noor, et al.
Published: (2020)
Phishing Website Detection using Machine Learning
by: Padmini, Y, et al.
Published: (2024)
by: Padmini, Y, et al.
Published: (2024)
A Study of the Relationship of Academic Achievement and Impulsivity in
Children with Specific Learning Disabilities to Parenting Strain and
Sense of Competence in their Mothers
by: Usha Barahmand,, et al.
Published: (2015)
by: Usha Barahmand,, et al.
Published: (2015)
A review of feature selection methods on diabetes mellitus classification
by: Nur Farahaina, Idris, et al.
Published: (2025)
by: Nur Farahaina, Idris, et al.
Published: (2025)
Predictors of Diabetes Self-Management among Type 2
Diabetes Patients
by: Azylina, Gunggu, et al.
Published: (2016)
by: Azylina, Gunggu, et al.
Published: (2016)
Predicting Parkinson’s Disease Using Machine Learning with Voice Parameters and Handwriting Images
by: Pruthvi, H.C., et al.
Published: (2024)
by: Pruthvi, H.C., et al.
Published: (2024)
Dengue outbreak prediction using an improved salp swarm algorithm
by: Khairunnisa Amalina, Mohd Rosli, et al.
Published: (2020)
by: Khairunnisa Amalina, Mohd Rosli, et al.
Published: (2020)
The diagnosis of COVID-19 through X-ray images via transfer learning and fine-tuned dense layer on pipeline
by: Amiir Haamzah, Mohamed Ismail, et al.
Published: (2021)
by: Amiir Haamzah, Mohamed Ismail, et al.
Published: (2021)
Dietary adherence and health beliefs among Malay clients
with diabetes mellitus type 2 in the diabetic centre, Hospital
Universiti Sains Malaysia (HUSM)
by: Anshari, Rahimah Mohd
Published: (2011)
by: Anshari, Rahimah Mohd
Published: (2011)
Quality of life among patients with diabetic neuropathy pain in HTAA
by: Al-Mahmood, Sinan, et al.
Published: (2014)
by: Al-Mahmood, Sinan, et al.
Published: (2014)
Factors influencing the severity of pain in patients with peripheral diabetic neuropathy
by: Abdullah, Sinan Mohamed, et al.
Published: (2017)
by: Abdullah, Sinan Mohamed, et al.
Published: (2017)
Foot sensation status of Malay women with type 2 diabetes mellitus
by: Yong, Siew Ping, et al.
Published: (2012)
by: Yong, Siew Ping, et al.
Published: (2012)
Prevalence of diabetes mellitus among Unimas students and its contributing risk factors
by: Shahnur, Begum
Published: (2010)
by: Shahnur, Begum
Published: (2010)
Hybridization Of Optimized Support
Vector Machine And Artificial Neural
Network For The Diabetic Retinopathy
Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)
by: Kader, Nur Izzati Ab
Published: (2019)
Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection
by: Tusher, Ekramul Haque, et al.
Published: (2025)
by: Tusher, Ekramul Haque, et al.
Published: (2025)
Effect of diet counseling on knowledge, attitude and practice and quality of life of diabetic patients in Kuantan, Malaysia
by: Anuar, Nurfarhana Ezzaity, et al.
Published: (2016)
by: Anuar, Nurfarhana Ezzaity, et al.
Published: (2016)
Antihyperglycemic Activity of Oil Palm Elaeis guineensis Fruit Extract on Streptozotocin-induced Diabetic Rats
by: Faez Sharif,, et al.
Published: (2015)
by: Faez Sharif,, et al.
Published: (2015)
Analysis of Foveal Avascular Zone for Grading of Diabetic Retinopathy
by: Ahmad Fadzil, M Hani, et al.
Published: (2011)
by: Ahmad Fadzil, M Hani, et al.
Published: (2011)
Effects of hibiscus sabdariffa Linn. aqueous extract on oxidative stress and T lymphocyte population in spleen of streptozotocin-induced diabetic rats
by: Nor Malia Abd Warif,, et al.
Published: (2014)
by: Nor Malia Abd Warif,, et al.
Published: (2014)
Community and public health posting MDP 40110 : a cross-sectional study on knowledge, attitude and practice towards diabetes mellitus and the distribution of diabetes mellitus among the population aged 35 years and above from 15 June to 30 July 2002 at Kampung Babu, Debak
by: Tiong, Ing Khieng, et al.
Published: (2002)
by: Tiong, Ing Khieng, et al.
Published: (2002)
Validity and reliability of the Malay translated version of the diabetes health literacy scale among Malaysian adults with type 2 diabetes mellitus
by: Ling, Ng Pei
Published: (2024)
by: Ling, Ng Pei
Published: (2024)
Type 1 diabetes: a relatively unknown sibling of type 2 diabetes
by: Ahmad Mahfuz, Gazali
Published: (2021)
by: Ahmad Mahfuz, Gazali
Published: (2021)
Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic
Regression, and XGBoost
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)
Prevalence of Musculoskeletal Discomfort Among Workers in a Medical Manufacturing Facility
by: Athirah, Yusof, et al.
Published: (2021)
by: Athirah, Yusof, et al.
Published: (2021)
Influence of air changes per hours (ACH) on human thermal comfort under stratum ventilation setting in a single isolated wardroom
by: Siti Najiah, Rosminahar, et al.
Published: (2025)
by: Siti Najiah, Rosminahar, et al.
Published: (2025)
Study on the enhancement of Malaysian ICU centre and introduction of STAR performance
by: Che Zafirah, Rosly, et al.
Published: (2021)
by: Che Zafirah, Rosly, et al.
Published: (2021)
The Predictive And Diagnostic Accuracy Of Pentraxin-3 And Vascular Endothelial Growth Factor In Severe Dengue
by: Low, Gary Kim Kuan
Published: (2019)
by: Low, Gary Kim Kuan
Published: (2019)
Predicting the geographical distributions of the macaque hosts and mosquito vectors of Plasmodium knowlesi malaria in forested and non-forested areas
by: Moyes, Catherine L., et al.
Published: (2016)
by: Moyes, Catherine L., et al.
Published: (2016)
C-reactive protein : determinant value predicting
length of stay in dengue patient attending emergency
department HUSM Kubang Kerian
by: Md Supian, Badrul Hisham
Published: (2015)
by: Md Supian, Badrul Hisham
Published: (2015)
An updated review of type 1 diabetes in Malaysia
by: Ahmad Mahfuz, Gazali
Published: (2022)
by: Ahmad Mahfuz, Gazali
Published: (2022)
A cross-sectional study on the level of knowledge,attitude and practice on diabetes mellitus among population aged 18 years old and above in Rumah Baseh, Bawang Assan, Sibu from 25th May until 7th August 2009
by: Addina, binti Mohd Baki, et al.
Published: (2009)
by: Addina, binti Mohd Baki, et al.
Published: (2009)
Prevalance and associated factors of diabetic foot at risk among type 2 diabetes mellitus patients attending primary health clinics in Kuantan
by: Azmi, Nurul Husna, et al.
Published: (2019)
by: Azmi, Nurul Husna, et al.
Published: (2019)
The diagnosis of diabetic retinopathy : An evaluation of different classifiers with the inception V3 model as a feature extractor
by: Farhan Nabil, Mohd Noor, et al.
Published: (2022)
by: Farhan Nabil, Mohd Noor, et al.
Published: (2022)
Area Analysis of Foveal Avascular Zone in Diabetic Retinopathy Color Fundus Images
by: Ahmad Fadzil, M Hani, et al.
Published: (2011)
by: Ahmad Fadzil, M Hani, et al.
Published: (2011)
Regulatory challenges in integrating hijāmaћ professional development into Malaysia's healthcare system
by: Asar, A. K., et al.
Published: (2023)
by: Asar, A. K., et al.
Published: (2023)
Classification of COVID-19 symptoms using multilayer perceptron
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
Analysis of foveal avascular zone in colour fundus images for grading of diabetic retinopathy severity
by: Ahmad Fadzil, M. Hani, et al.
Published: (2010)
by: Ahmad Fadzil, M. Hani, et al.
Published: (2010)
Time to non-persistence of sodium-glucose co-transporter 2 inhibitors and its prognostic factors among patients with type 2 diabetes in Universiti Malaya Medical Centre
by: Sofian, Nurul Farhana Mohd
Published: (2024)
by: Sofian, Nurul Farhana Mohd
Published: (2024)
Similar Items
-
Implementation of Health Monitoring System for Patients using Machine Learning Algorithms
by: Hariprasad, U.S., et al.
Published: (2024) -
Diabetic Retinopathy Detection Model using Hybrid of U-Net and Vision Transformer Algorithms
by: Mudit, Khater
Published: (2024) -
The diagnosis of diabetic retinopathy by means of transfer learning with conventional machine learning pipeline
by: Farhan Nabil, Mohd Noor, et al.
Published: (2020) -
Phishing Website Detection using Machine Learning
by: Padmini, Y, et al.
Published: (2024) -
A Study of the Relationship of Academic Achievement and Impulsivity in
Children with Specific Learning Disabilities to Parenting Strain and
Sense of Competence in their Mothers
by: Usha Barahmand,, et al.
Published: (2015)