Decipherable classification of glaucoma using deep neural network leveraging XAI

Decipherable classification of glaucoma using deep neural network leveraging XAI

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Chayan, Touhidul Islam, Islam, Anita, Tonny, Anika Rahman, Rahman, Eftykhar
Άλλοι συγγραφείς:	Reza, MD Tanzim
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	Glaucoma Blindness Diagnosis Neural network XAI Goal Glaucoma > diagnosis Ophthalmology > Developing countries
Διαθέσιμο Online:	http://hdl.handle.net/10361/21820

Παρόμοια τεκμήρια

Deep learning based early Glaucoma detection
ανά: Islam, Aabrar, κ.ά.
Έκδοση: (2024)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
ανά: Ismail, Sayem Mohammad, κ.ά.
Έκδοση: (2021)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
ανά: Haque, Hossain MD. Hasibul, κ.ά.
Έκδοση: (2024)

Comparative analysis of neural network Models for peripheral blood cell image classification
ανά: Mollah, Md Tanzid, κ.ά.
Έκδοση: (2024)

Glymphatic system: a pathway for managing endogenous metabolites in CNS
ανά: Tasneem, Sadia
Έκδοση: (2021)

A literature review on the efficacy of test kits for COVID-19
ανά: Sajid, Saiara Sajita
Έκδοση: (2022)

Bacterial identification of the vaginal micro biota and presence of pathogens causing bacterial vaginosis during pregnancy in Bangladeshi women
ανά: Hasan, Md Mahmud, κ.ά.
Έκδοση: (2022)

গর্ভকালীন এবং প্রসবকালীন জটিলতাসমূহের ব্যবস্থাপনা : মিডওয়াইফ এবং চিকিৎসকদের জন্য একটি সহায়ক পুস্তিকা /

Lung cancer detection and classification using machine learning
ανά: Arefin, Mahbubul, κ.ά.
Έκδοση: (2023)

Exploring Alzheimer's disease prediction with XAI in various neural network models
ανά: Rahman, Quazi Ashikur, κ.ά.
Έκδοση: (2022)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
ανά: Mubin, Kazi Ehsanul, κ.ά.
Έκδοση: (2022)

A two-dimensional fault diagnosis model of induction motors using a gabor filter on segmented images
ανά: Uddin, Jia, κ.ά.
Έκδοση: (2016)

Pulmonary patient compliance among different types of inhaler dosage forms in Mohakhali, Dhaka
ανά: Rithin, Rafia Islam
Έκδοση: (2022)

Early detection of breast cancer using machine learning
ανά: Fuad, Wasi Mohammad
Έκδοση: (2019)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
ανά: Athina, Fahima Hasan, κ.ά.
Έκδοση: (2022)

Plant leaf disease identification
ανά: Hasan Mahin, Mohammad Rakibul, κ.ά.
Έκδοση: (2024)

Center for blind children Dhaka
ανά: Humaira, Syeda Anika
Έκδοση: (2015)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
ανά: Tasnim, Anika, κ.ά.
Έκδοση: (2022)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
ανά: Haque, Abid Hossain, κ.ά.
Έκδοση: (2024)

Occupational safety and health aspects of voice problems: Challenges for academics
ανά: Afrin, Sadia
Έκδοση: (2023)

Diagnostic biomarkers of Parkinson’s disease: The present and the future
ανά: Ferdous, Labiba
Έκδοση: (2023)

Hematological analysis of anemic severity in beta thalassemia
ανά: Barno, Shadman Sakib
Έκδοση: (2018)

Application of deep learning in MRI classification of Schizophrenia
ανά: Joyee, Ramisa Fariha, κ.ά.
Έκδοση: (2024)

Recent advancement on breast cancer detection and treatment
ανά: Rahman, Sanjida
Έκδοση: (2023)

Early detection of lung cancer risk using data mining
ανά: Ahmed, Kawsar, κ.ά.
Έκδοση: (2016)

Skin cancer classification for seven types of skin lesions
ανά: Rahman, Md. Tawsifur, κ.ά.
Έκδοση: (2024)

Point-of care diagnostic devices in cancer detection
ανά: Yasmin, Rizwana
Έκδοση: (2022)

Gender differences in autism spectrum disorder
ανά: Hossain, Sumaya
Έκδοση: (2022)

Coronary care /
Έκδοση: (1995)

Smart detection and classification of fungal disease in rice plants using image processing techniques
ανά: Rashed, Akib, κ.ά.
Έκδοση: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
ανά: Ifty, Md. Hasin Sarwar, κ.ά.
Έκδοση: (2024)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
ανά: Fiona, Driciru, κ.ά.
Έκδοση: (2024)

A Blind assistance and navigation system using SIFT algorithm for indoor environments
ανά: Zereen, Aniqua Nusrat, κ.ά.
Έκδοση: (2014)

RetinalNet-500: a newly developed CNN model for eye disease detection
ανά: Toki, Sadikul Alim, κ.ά.
Έκδοση: (2023)

A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection
ανά: Rifat, Rakib Hossain
Έκδοση: (2024)

Vision Transformer (ViT) approach in computer aided diagnosis of acute lymphoblastic leukemia
ανά: Amin, Sifatul, κ.ά.
Έκδοση: (2023)

Grammatical profiles : further languages of LARSP /
Έκδοση: (2019)

Acoustic emission sensor network based fault diagnosis of induction motors using a gabor filter and multiclass support vector machines
ανά: Islam, Md Rashedul, κ.ά.
Έκδοση: (2018)

Comparison of mutation spectrum, hemoglobin profiles and hematological features between transfusion dependent and non-dependent patients of Hb E/β Thalassemia
ανά: Islam, Maliha
Έκδοση: (2020)

Early detection of cervical cancer using deep neural networks
ανά: Akhund, Atoshi, κ.ά.
Έκδοση: (2023)