A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI

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

Manylion Llyfryddiaeth
Prif Awduron:	Mubin, Kazi Ehsanul, Arthi, Noshin Tabassum, Rahman, Junayed, Rafi, G. M., Sheja, Tahsina Tanzim
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2022
Pynciau:	Federated Learning XAI Deep Learning Colorectal Cancer Convolutional Neural Network Image Classification ResNeXt50 Artificial intelligence Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/17630

Eitemau Tebyg

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
gan: Athina, Fahima Hasan, et al.
Cyhoeddwyd: (2022)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
gan: Khan, Labib Hasan, et al.
Cyhoeddwyd: (2023)

Heart attack prediction using machine learning and XAI
gan: Ahsan, Mumtahina
Cyhoeddwyd: (2023)

Classifying insect pests from image data using deep learning
gan: Mohsin, Md. Raiyan Bin, et al.
Cyhoeddwyd: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
gan: Rahman, Masroor, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
gan: Ghosh, Kawshik Kumar, et al.
Cyhoeddwyd: (2023)

Bank loan prediction using machine learning
gan: Mahottam, Parthosarothi, et al.
Cyhoeddwyd: (2023)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
gan: Reza, Jamil Ur, et al.
Cyhoeddwyd: (2023)

The role of SIRT6 in down regulation of colorectal cancer
gan: Hridita, Rubya Tasnim
Cyhoeddwyd: (2020)

Decipherable classification of glaucoma using deep neural network leveraging XAI
gan: Chayan, Touhidul Islam, et al.
Cyhoeddwyd: (2023)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
gan: Fiona, Driciru, et al.
Cyhoeddwyd: (2024)

Essentials of learning : the new cognitive learning for students of education /
gan: Travers, Robert Morris William, 1913-

A secured federated learning system leveraging confidence score to identify retinal disease
gan: Eshan, M Sakib Osman, et al.
Cyhoeddwyd: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Learning theories in childhood /
gan: Gray, Colette, et al.
Cyhoeddwyd: (2015)

How we learn and why we don't : student survival guide using the cognitive profile inventory /
gan: Krause, Lois Breur
Cyhoeddwyd: (2008)

Obscure face recognition using deep neural networks
gan: Akash, MD Shahadat Hossain, et al.
Cyhoeddwyd: (2023)

Repurposing Albendazole and Mebendazole, an antiparasitic drug in treating colorectal cancer- a review
gan: Mondal, Shawon
Cyhoeddwyd: (2023)

An interpretable transformer based approach to classify Malaria from blood cell images
gan: Islam, Mehafuza, et al.
Cyhoeddwyd: (2023)

Internship report on micro-learning blessing for generation Z
gan: Uddin, Junayed
Cyhoeddwyd: (2024)

Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
gan: Marvin, Ggaliwango
Cyhoeddwyd: (2022)

Self-learning game bot using deep reinforcement learning
gan: Ananto, Azizul Haque
Cyhoeddwyd: (2018)

Development of mobile learning system based on android app
gan: Samrin, Sama, et al.
Cyhoeddwyd: (2018)

Analysis of the impact of online education using EEG signals and machine learning algorithms
gan: Hoque, Ehsanul, et al.
Cyhoeddwyd: (2021)

Mastery learning: theory and practice.
Cyhoeddwyd: (1971)

The conditions of learning /
gan: Gagné, Robert M. (Robert Mills), 1916-2002
Cyhoeddwyd: (1977)

Learning in adulthood : a comprehensive guide /
gan: Merriam, Sharan B.
Cyhoeddwyd: (1991)

Essentials of learning for instruction /
gan: Gagné, Robert M. (Robert Mills), 1916-2002
Cyhoeddwyd: (1988)

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
gan: Sraboni, Tasnuba, et al.
Cyhoeddwyd: (2021)

Explainable artificial intelligence and model calibration for water quality prediction
gan: Hellen, Nakayiza
Cyhoeddwyd: (2022)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
gan: Hasan, Kamrul, et al.
Cyhoeddwyd: (2018)

Learning theories for teachers /
gan: Bigge, Morris L.
Cyhoeddwyd: (1982)

Understanding learning : influences and outcomes /
Cyhoeddwyd: (2001)

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
gan: Hasan, Nahid
Cyhoeddwyd: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

How people learn : brain, mind, experience, and school /
Cyhoeddwyd: (2000)