Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images

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

ग्रंथसूची विवरण
मुख्य लेखकों:	Hossain, Mainul, Haque, Shataddru Shyan, Ahmed, Humayun, Mahdi, Hossain Al, Aich, Ankan
अन्य लेखक:	Reza, Md Tanzim
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2022
विषय:	Colon Cancer Deep learning CNN Image classification Whole slide images Histopathological images Explainable AI Optimization algorithms LIME Artificial intelligence Cognitive learning theory (Deep learning)
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/16671

समान संसाधन

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
द्वारा: Mizan, Mubasshira, और अन्य
प्रकाशित: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
द्वारा: Mim, Ankhi Akter, और अन्य
प्रकाशित: (2024)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
द्वारा: Dipto, Shakib Mahmud
प्रकाशित: (2024)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
द्वारा: Ahmed, Yasin, और अन्य
प्रकाशित: (2018)

Structurally and semantically coherent deep image inpainting
द्वारा: Sami, Mirza Tanzim, और अन्य
प्रकाशित: (2019)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
द्वारा: Sharma, Tanmoyee, और अन्य
प्रकाशित: (2021)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
द्वारा: Hassan, Mehadi, और अन्य
प्रकाशित: (2021)

A modern technique to detect potholes by Computer Vision and Deep Learning
द्वारा: Saif, Muntasir Mahmud, और अन्य
प्रकाशित: (2023)

An efficient ML approach to detect brain tumor using MRI images
द्वारा: Muktadir, MD. Arafat, और अन्य
प्रकाशित: (2024)

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

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
द्वारा: Basher, Rafsan, और अन्य
प्रकाशित: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
द्वारा: Khisa, Pushpakali, और अन्य
प्रकाशित: (2024)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
द्वारा: Rahman, Aryan, और अन्य
प्रकाशित: (2023)

An efficient deep learning approach to detect citrus leaves disease
द्वारा: Emon, Shaharear Hossain, और अन्य
प्रकाशित: (2024)

Demystifying black-box learning models of rumor detection from social media posts
द्वारा: Tafannum, Faiza, और अन्य
प्रकाशित: (2021)

Real time dynamic facial recognition of subject at motion using angular image
द्वारा: Tasneem, Sharah, और अन्य
प्रकाशित: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
द्वारा: Toki, Sadikul Alim, और अन्य
प्रकाशित: (2023)

Protovision: utilizing prototypical networks for retinal diseases classification based on few-shot learning
द्वारा: Nabil, Sheikh MD. Nafis Noor, और अन्य
प्रकाशित: (2024)

Damaged road detection using Image Processing and Deep Learning
द्वारा: Swadesh, Shimran Mahbub, और अन्य
प्रकाशित: (2022)

Bengali hand sign language recognition using convolutional neural networks
द्वारा: Rumi, Roisul Islam, और अन्य
प्रकाशित: (2019)

Corn leaf disease detection using deep convolution neural network
द्वारा: Rabbi, Rawhatur, और अन्य
प्रकाशित: (2023)

Personalization in federated recommendation system using SVD++ with explainability
द्वारा: Patwary, Kabbya Kantam, और अन्य
प्रकाशित: (2022)

Detecting Deepfake images using deep convolutional neural network
द्वारा: Dhar, Arpita, और अन्य
प्रकाशित: (2022)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
द्वारा: Islam, Md. Nazmul
प्रकाशित: (2023)

Cancer classification using deep learning from medical image data
द्वारा: Monir, Raiyan Janik, और अन्य
प्रकाशित: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
द्वारा: Sagor, Mostofa Kamal, और अन्य
प्रकाशित: (2021)

Sentiment analysis on Bangladesh airlines review data using machine learning
द्वारा: Hasib, Khan Md.
प्रकाशित: (2022)

Image recognition by deep learning
द्वारा: Mohiuddin, Karishma, और अन्य
प्रकाशित: (2018)

Analysis of deep learning models on low-light pest detection
द्वारा: Irtiza, Md. Samin, और अन्य
प्रकाशित: (2023)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
द्वारा: Datta, Anurag, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to detect skin cancer using image data
द्वारा: Chowdhury, Yaser Al Rahman, और अन्य
प्रकाशित: (2023)

Density based traffic control system for a four way intersection
द्वारा: Chowdhury, Faizul Bari, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
द्वारा: Sani, Mehedi Hasan, और अन्य
प्रकाशित: (2022)

Demystifying machine learning models for IOT attack detection with explainable AI
द्वारा: Muna, Rabeya Khatun, और अन्य
प्रकाशित: (2021)

Generation of realistic images from human drawn sketches using deep learning
द्वारा: Mahbub, Mohammed Julfikar Ali, और अन्य
प्रकाशित: (2022)

Enhancing object clarity in single channel night vision images using deep reinforcement learning
द्वारा: Hossain, Adil, और अन्य
प्रकाशित: (2021)

An enhanced CNN model for classifying skin cancer
द्वारा: Haider, Kazi MD Minhajul, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
द्वारा: Irfanuddin, Chowdhury Mohammad, और अन्य
प्रकाशित: (2023)

3D Brain image segmentation using 3D tiled convolution neural networks
द्वारा: Haque, Md Mahibul, और अन्य
प्रकाशित: (2024)