Exploring Alzheimer's disease prediction with XAI in various neural network models

Exploring Alzheimer's disease prediction with XAI in various neural network models

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Rahman, Quazi Ashikur, Shad, Hamza Ahmed, Asad, Nashita Binte, Bakshi, Atif Zawad, Mursalin, S.M Faiaz
مؤلفون آخرون:	Parvez, Mohammad Zavid
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2022
الموضوعات:	Early detection of AD Alzheimer's disease CNN model for AD detection Explainable artificial intelligence XAI LIME Neural networks (Computer science) Artificial intelligence Alzheimer's disease.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/16362

مواد مشابهة

Bank loan prediction using machine learning
بواسطة: Mahottam, Parthosarothi, وآخرون
منشور في: (2023)

An ambient assisted living system for Alzheimer’s patients
بواسطة: Abedin, Minhajul, وآخرون
منشور في: (2023)

Emerging therapies of Alzheimer’s disease: a comprehensive review
بواسطة: Tasin, Md Abtahi
منشور في: (2023)

Efficacy of Rivastigmine in Alzheimer’s disease- A structured seview
بواسطة: Alim, Abdul
منشور في: (2023)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
بواسطة: Rahman, Masroor, وآخرون
منشور في: (2023)

Gender-specific Rhabdomyolysis risk in Alzheimer’s disease patients receiving memantine: a pharmacovigilance study
بواسطة: Tabassum, Nadira
منشور في: (2024)

Knowledge of Alzheimer’s disease and its relationship with attitude towards genetic testing for the disease: a survey of the general public in Bangladesh
بواسطة: Chowdhury, Sariya Uzrat
منشور في: (2022)

A pharmacovigilance study to determine risk of mortality in male and female patients with Alzheimer's disease using Rivastigmine
بواسطة: Shehab, Habibul Mohsin
منشور في: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
بواسطة: Ifty, Md. Hasin Sarwar, وآخرون
منشور في: (2024)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
بواسطة: Radiah, Faiza, وآخرون
منشور في: (2024)

XOPSIS: an explainable AI method based on the order of preference by similarity to ideal solution
بواسطة: Rahman, Anika
منشور في: (2024)

Heart attack prediction using machine learning and XAI
بواسطة: Ahsan, Mumtahina
منشور في: (2023)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
بواسطة: Rahman, Tahsinur, وآخرون
منشور في: (2023)

Role of protein’s and future treatment options for Alzheimer’s Disease
بواسطة: Islam, Md. Irfath
منشور في: (2023)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
بواسطة: Kabir, Azmain, وآخرون
منشور في: (2022)

Review on: Contribution of nutrients to retard the progression of Alzheimer’s disease
بواسطة: Saha, Bithi Rani
منشور في: (2023)

Voice impersonation detection using LSTM based RNN and explainable AI
بواسطة: Barua, Kawshik, وآخرون
منشور في: (2022)

Comprehensive review on importance, challenges and future prospects of nanotechnology and combination therapy for Alzheimer’s disease
بواسطة: Ishrat, Nowshin
منشور في: (2024)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
بواسطة: Haque, Abid Hossain, وآخرون
منشور في: (2024)

Alzheimer's disease and marriage : an intimate account /
بواسطة: Wright, Lore K.
منشور في: (1993)

Signal detection of Rhabdomyolysis and death for galantamine: a pharmacovigilance study
بواسطة: Karmaker, Swastika
منشور في: (2024)

Progress of finding latent therapeutic activity of vaccine for Alzheimer’s disease
بواسطة: Hassan, Md. Muhtaz
منشور في: (2020)

Machine learning approach for ECG analysis and predicting different heart diseases
بواسطة: Tithi, Sushmita Roy, وآخرون
منشور في: (2019)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
بواسطة: Farhan, Rafid, وآخرون
منشور في: (2024)

Glymphatic system: a pathway for managing endogenous metabolites in CNS
بواسطة: Tasneem, Sadia
منشور في: (2021)

Real time performance analysis on DDoS attack detection using machine learning
بواسطة: Suvra, Debashis Kar, وآخرون
منشور في: (2021)

Bio-similar drug development and accessible drugs in the market for the treatment of Alzheimer's Disease: Current status
بواسطة: Tamanna, Mst. Taskia
منشور في: (2023)

Biomarkers of Alzheimer’s disease: a hope for early diagnosis
بواسطة: Aziz, Farhin
منشور في: (2019)

Comparison of machine learning techniques to predict cardiovascular disease
بواسطة: Jaber, Mir Mohammad, وآخرون
منشور في: (2019)

Disease detection system of mango leaves
بواسطة: Islam, Sabrina, وآخرون
منشور في: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
بواسطة: Ferdous, Md.Rubaiat, وآخرون
منشور في: (2024)

Prospective detection methods for Tau protein: an important biomarker for Alzheimer’s disease
بواسطة: Afra, Sumaiya
منشور في: (2022)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
بواسطة: Rafat, Md. Tasbi, وآخرون
منشور في: (2023)

The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
بواسطة: Zaman, Mumtahina
منشور في: (2022)

Marine compounds in the treatment of Alzheimer’s disease
بواسطة: Parveen, Sanjana
منشور في: (2022)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
بواسطة: Sani, Mehedi Hasan, وآخرون
منشور في: (2022)

Application of microRNA (miRNA) in Alzheimer’s Disease (AD)
بواسطة: Halim, Rabea
منشور في: (2022)

Gene editing for neurodegenerative diseases-A review
بواسطة: Sharna, Anika Islam
منشور في: (2023)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
بواسطة: Khan, Labib Hasan, وآخرون
منشور في: (2023)

Personalization in federated recommendation system using SVD++ with explainability
بواسطة: Patwary, Kabbya Kantam, وآخرون
منشور في: (2022)