Diabetic retinopathy detection using machine learning

Diabetic retinopathy detection using machine learning

Cataloged from PDF version of thesis.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Maliha, Maisha, Tareque, Ahmed, Roy, Sourav Saha
Άλλοι συγγραφείς:	Arif, Hossain
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2018
Θέματα:	Diabetic retinopathy Eye disease Pupil dilation Tomography Machine learning
Διαθέσιμο Online:	http://hdl.handle.net/10361/10149

Παρόμοια τεκμήρια

Diabetic retinopathy detection using image-processing
ανά: Zaman, Asif Uz, κ.ά.
Έκδοση: (2016)

A novel and superior approach to diabetic management: utilization of a fuzzy-logic based system for precision insulin dosing in type 2 diabetes patients
ανά: Orni, Proma Roy
Έκδοση: (2018)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

Early detection of diabetic retinopathy using deep learning techniques
ανά: Gomes, Veronica Jessica, κ.ά.
Έκδοση: (2022)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
ανά: Amin, M.M. Shahriar, κ.ά.
Έκδοση: (2021)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
ανά: Niaz, H.M, κ.ά.
Έκδοση: (2024)

Ethnic predisposition of diabetes mellitus in the patients with previous history of gestational diabetes mellitus: A review
ανά: Gupta, Rajat Das, κ.ά.
Έκδοση: (2022)

Diabetes mellitus : a handbook for professionals /
ανά: Mahtab, Hajera
Έκδοση: (2007)

Frequency and associated risk factors of diabetic foot infection: a review on the management and prevention
ανά: Rahman, Madiha
Έκδοση: (2023)

In-hospital outcome of Diabetes patients with Chronic Kidney Disease
ανά: Kabir, Sabrina
Έκδοση: (2021)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
ανά: Bhuiyan, Mahdi Hasan, κ.ά.
Έκδοση: (2024)

Prediction of diabetes induced complications using different machine learning algorithms
ανά: Rahman, Tahsinur, κ.ά.
Έκδοση: (2018)

Use of stem cells for the Study and treatment of type 1 diabetes
ανά: Ahsan, Safat
Έκδοση: (2024)

Heart disease prediction using machine learning algorithms
ανά: Ali, Musfiq, κ.ά.
Έκδοση: (2019)

Survey on herbal medicine use in diabetic patients: a pilot study
ανά: Das, Writuparna
Έκδοση: (2020)

A review on classes of anti diabetic drugs and synthetic methods to access them: classical and modern approaches
ανά: Shahriyar, Md. Sakif
Έκδοση: (2024)

Determinants of diabetes in Bangladesh using two approaches: An analysis of the Demographic and Health Survey 2011
ανά: Swasey, Krystal K., κ.ά.
Έκδοση: (2022)

Vitamin A deficiency and its consequences : a field guide to detection and control /
ανά: Sommer, Alfred, 1942-
Έκδοση: (1995)

A review on diabetic neuropathy and development of sustained release tablet containing ‘Epalrestat’
ανά: Dewan, Marzan
Έκδοση: (2019)

Advanced tomographic methods in materials research and engineering

A comprehensive look into the association of diabetes with COVID- 19
ανά: Antora, Sabrina Islam
Έκδοση: (2023)

Determination of synthetic drugs as adulterant in herbal anti-diabetic medicines by HPLC
ανά: Chowdhury, Anika Tasnim
Έκδοση: (2018)

Nursing care in eye, ear, nose, and throat disorders
Έκδοση: (1974)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
ανά: Hossain, Ashraful, κ.ά.
Έκδοση: (2024)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
ανά: Datta, Pranab, κ.ά.
Έκδοση: (2021)

Double trouble: prevalence and factors associated with tuberculosis and diabetes comorbidity in Bangladesh
ανά: Sarker, Malabika, κ.ά.
Έκδοση: (2018)

The role of primary and secondary packaging on the antibacterial activity of sunlight exposed synthetic and herbal eye drops
ανά: Lamisha, Fariha Zerin
Έκδοση: (2018)

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
ανά: Rahman, Fardin, κ.ά.
Έκδοση: (2024)

A review on the effectiveness of oral insulin in type I and type II Diabetes mellitus
ανά: Nahar, Nafiun
Έκδοση: (2021)

Bacteriology of diabetic foot ulcers and their antibiotic resistance ability
ανά: Baral, Poulomi, κ.ά.
Έκδοση: (2023)

A review on drug repurposing for diabetes epidemic
ανά: Lamia, Sadia Raisa
Έκδοση: (2022)

Management of Diabetes patients during COVID-19
ανά: Pantho, G. M. Golam Mehebub
Έκδοση: (2021)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
ανά: Khan, Farhan Sakib, κ.ά.
Έκδοση: (2022)

A review on aspects of diabetes mellitus caused by oxidative stress
ανά: Bhuiyan, Md. Rasshiq Amin
Έκδοση: (2023)

Evaluation and comparison of release kinetics of an anti diabetic formulation
ανά: Yeasmin, Sumaiya
Έκδοση: (2015)

Biosimilar insulins: a potential option in the treatment of Diabetes
ανά: Tabassum, Turana
Έκδοση: (2022)

Comparison of diabetes knowledge and self-efficacy in diabetes management among the urban people and the people from Garo tribe in Mymensingh division
ανά: Hossain, Md. Rafayat
Έκδοση: (2020)

Strategies for the prevention of blindness in national programmes : a primary health care approach.
Έκδοση: (1997)

Willingness to pay for cataract surgeries among patients visiting eye care facilities in Dhaka, Bangladesh
ανά: Islam, Muhammed Nazmul, κ.ά.
Έκδοση: (2022)

A survey on the potential awareness for the delivery of insulin using transdermal microneedle array
ανά: Mahmood, Anika
Έκδοση: (2019)