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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Mubin, Kazi Ehsanul, Arthi, Noshin Tabassum, Rahman, Junayed, Rafi, G. M., Sheja, Tahsina Tanzim
अन्य लेखक:	Alam, Md. Ashraful
स्वरूप:	थीसिस
भाषा:	en_US
प्रकाशित:	Brac University 2022
विषय:	Federated Learning XAI Deep Learning Colorectal Cancer Convolutional Neural Network Image Classification ResNeXt50 Artificial intelligence Machine learning
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/17630

समान संसाधन

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
द्वारा: Tasnim, Anika, और अन्य
प्रकाशित: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
द्वारा: Athina, Fahima Hasan, और अन्य
प्रकाशित: (2022)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
द्वारा: Khan, Labib Hasan, और अन्य
प्रकाशित: (2023)

Heart attack prediction using machine learning and XAI
द्वारा: Ahsan, Mumtahina
प्रकाशित: (2023)

Classifying insect pests from image data using deep learning
द्वारा: Mohsin, Md. Raiyan Bin, और अन्य
प्रकाशित: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
द्वारा: Radiah, Faiza, और अन्य
प्रकाशित: (2024)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
द्वारा: Rahman, Masroor, और अन्य
प्रकाशित: (2023)

An efficient deep learning approach to classify white blood cells
द्वारा: Turja, Afif Ibna Kadir Khan, और अन्य
प्रकाशित: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
द्वारा: Ghosh, Kawshik Kumar, और अन्य
प्रकाशित: (2023)

Bank loan prediction using machine learning
द्वारा: Mahottam, Parthosarothi, और अन्य
प्रकाशित: (2023)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
द्वारा: Reza, Jamil Ur, और अन्य
प्रकाशित: (2023)

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

Decipherable classification of glaucoma using deep neural network leveraging XAI
द्वारा: Chayan, Touhidul Islam, और अन्य
प्रकाशित: (2023)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
द्वारा: Fiona, Driciru, और अन्य
प्रकाशित: (2024)

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

A secured federated learning system leveraging confidence score to identify retinal disease
द्वारा: Eshan, M Sakib Osman, और अन्य
प्रकाशित: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
द्वारा: Pranta, Kazi Al Refat, और अन्य
प्रकाशित: (2024)

Learning theories in childhood /
द्वारा: Gray, Colette, और अन्य
प्रकाशित: (2015)

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

Obscure face recognition using deep neural networks
द्वारा: Akash, MD Shahadat Hossain, और अन्य
प्रकाशित: (2023)

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

An interpretable transformer based approach to classify Malaria from blood cell images
द्वारा: Islam, Mehafuza, और अन्य
प्रकाशित: (2023)

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

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

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

Development of mobile learning system based on android app
द्वारा: Samrin, Sama, और अन्य
प्रकाशित: (2018)

Analysis of the impact of online education using EEG signals and machine learning algorithms
द्वारा: Hoque, Ehsanul, और अन्य
प्रकाशित: (2021)

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

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

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

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

FakeDetect: Bangla fake news detection model based on different machine learning classifiers
द्वारा: Sraboni, Tasnuba, और अन्य
प्रकाशित: (2021)

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

A machine learning approach on classifying orthopedic patients based on their biomechanical features
द्वारा: Hasan, Kamrul, और अन्य
प्रकाशित: (2018)

Learning theories for teachers /
द्वारा: Bigge, Morris L.
प्रकाशित: (1982)

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

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

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
प्रकाशित: (2022)

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