EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Библиографические подробности
Главные авторы:	Mim, Ankhi Akter, Ashakin, Kazi Habibul, Hossain, Sadat, Orchi, Nabiha Tasnim, Him, Al Shahriar
Другие авторы:	Alam, Md. Ashraful
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2024
Предметы:	CNN XAI AI DenseNet121 ResNet50 Federated learning GradCAM VGG16 Histopathological image Deep learning (Machine learning) Artificial intelligence > Medical applications Expert systems (Computer science)
Online-ссылка:	http://hdl.handle.net/10361/22879

Схожие документы

Violent activity detection through surveillance camera using deep learning
по: Miah, Parvez, и др.
Опубликовано: (2023)

Deep learning-based waste classification system for efficient waste management
по: Nakib, Abdullah Al, и др.
Опубликовано: (2022)

Classification of retinal diseases from OCT images using deep learning models
по: Mokarrom, Md Saif, и др.
Опубликовано: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
по: Bhuiyan, Mahdi Hasan, и др.
Опубликовано: (2024)

Citrus leaf disease detection by image processing
по: Chowdhury, Mahir Faisal, и др.
Опубликовано: (2024)

An interpretable transformer based approach to classify Malaria from blood cell images
по: Islam, Mehafuza, и др.
Опубликовано: (2023)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
по: Farabi, Farhan, и др.
Опубликовано: (2023)

An interpretable deep learning approach to detect Alzheimer using MRI images
по: Oni, Farhan Anzum, и др.
Опубликовано: (2023)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
по: Khisa, Pushpakali, и др.
Опубликовано: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
по: Mahalanabish, Tonusri
Опубликовано: (2023)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
по: Rahman, Afridi Ibn, и др.
Опубликовано: (2022)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
по: Shahriar, Hasan, и др.
Опубликовано: (2022)

A comparative study of lung cancer prediction using deep learning
по: Mugdho, Aka Mohammad, и др.
Опубликовано: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
по: Ismail, Sayem Mohammad, и др.
Опубликовано: (2021)

Detection of coronary artery blockage at an early stage using effective deep learning technique
по: Promit, Tahmid Ashrafee, и др.
Опубликовано: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
по: Tasnim, Sadia, и др.
Опубликовано: (2023)

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
по: Hassan, Ibne, и др.
Опубликовано: (2023)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
по: Hossain, Mainul, и др.
Опубликовано: (2022)

Using deep learning algorithms to detect violent activities
по: Ammar, S.M. Rojin, и др.
Опубликовано: (2019)

Machine fault diagnosis using a modified transferable CNN
по: Shammi, Sanjana Khan
Опубликовано: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
по: Athina, Fahima Hasan, и др.
Опубликовано: (2022)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
по: Promita, Samanta Tabassum, и др.
Опубликовано: (2022)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
по: Bin Mushfiq, Rahil, и др.
Опубликовано: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
по: Hakim, Talukder Juhaer, и др.
Опубликовано: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
по: Khan, Farhan Sakib, и др.
Опубликовано: (2022)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
по: Nazmee, Namirah, и др.
Опубликовано: (2024)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
по: Tahamid, Abu
Опубликовано: (2021)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
по: Sharma, Tanmoyee, и др.
Опубликовано: (2021)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
по: Khilji, Ishfaque Qamar, и др.
Опубликовано: (2021)

Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
по: Zaman, Sara Milham, и др.
Опубликовано: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
по: Kibria, Maharab, и др.
Опубликовано: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
по: Badhon, Ariful Islam Mahmud, и др.
Опубликовано: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
по: Choudhury, Prionto Kumar, и др.
Опубликовано: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
по: Awwal, Alvina, и др.
Опубликовано: (2021)

Automated overtaking assistance system: a real-time approach using deep learning techniques
по: Moonjarin, Musarrat, и др.
Опубликовано: (2023)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
по: Sarmi, Kaniz Fatima, и др.
Опубликовано: (2022)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
по: Haque, Samiha, и др.
Опубликовано: (2021)

Deep learning-based real-time pothole detection for avoiding road accident
по: Basher, Rafsan, и др.
Опубликовано: (2022)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
по: Akhter, Nasrin
Опубликовано: (2023)

Skin disease detection and classification using deep learning
по: Shuvon, Mehedi Hasan, и др.
Опубликовано: (2022)