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.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Mim, Ankhi Akter, Ashakin, Kazi Habibul, Hossain, Sadat, Orchi, Nabiha Tasnim, Him, Al Shahriar
مؤلفون آخرون:	Alam, Md. Ashraful
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	CNN XAI AI DenseNet121 ResNet50 Federated learning GradCAM VGG16 Histopathological image Deep learning (Machine learning) Artificial intelligence > Medical applications Expert systems (Computer science)
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/22879

مواد مشابهة

Violent activity detection through surveillance camera using deep learning
بواسطة: Miah, Parvez, وآخرون
منشور في: (2023)

Deep learning-based waste classification system for efficient waste management
بواسطة: Nakib, Abdullah Al, وآخرون
منشور في: (2022)

Classification of retinal diseases from OCT images using deep learning models
بواسطة: Mokarrom, Md Saif, وآخرون
منشور في: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
بواسطة: Bhuiyan, Mahdi Hasan, وآخرون
منشور في: (2024)

Citrus leaf disease detection by image processing
بواسطة: Chowdhury, Mahir Faisal, وآخرون
منشور في: (2024)

An interpretable transformer based approach to classify Malaria from blood cell images
بواسطة: Islam, Mehafuza, وآخرون
منشور في: (2023)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
بواسطة: Farabi, Farhan, وآخرون
منشور في: (2023)

An interpretable deep learning approach to detect Alzheimer using MRI images
بواسطة: Oni, Farhan Anzum, وآخرون
منشور في: (2023)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
بواسطة: Khisa, Pushpakali, وآخرون
منشور في: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
بواسطة: Mahalanabish, Tonusri
منشور في: (2023)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
بواسطة: Rahman, Afridi Ibn, وآخرون
منشور في: (2022)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
بواسطة: Shahriar, Hasan, وآخرون
منشور في: (2022)

A comparative study of lung cancer prediction using deep learning
بواسطة: Mugdho, Aka Mohammad, وآخرون
منشور في: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
بواسطة: Ismail, Sayem Mohammad, وآخرون
منشور في: (2021)

Detection of coronary artery blockage at an early stage using effective deep learning technique
بواسطة: Promit, Tahmid Ashrafee, وآخرون
منشور في: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
بواسطة: Tasnim, Sadia, وآخرون
منشور في: (2023)

Categorization of human monkey-pox from skin lesion images based on transformer and ensemble learning using GRADCAM
بواسطة: Hassan, Ibne, وآخرون
منشور في: (2023)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
بواسطة: Hossain, Mainul, وآخرون
منشور في: (2022)

Using deep learning algorithms to detect violent activities
بواسطة: Ammar, S.M. Rojin, وآخرون
منشور في: (2019)

Machine fault diagnosis using a modified transferable CNN
بواسطة: Shammi, Sanjana Khan
منشور في: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
بواسطة: Athina, Fahima Hasan, وآخرون
منشور في: (2022)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
بواسطة: Promita, Samanta Tabassum, وآخرون
منشور في: (2022)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
بواسطة: Bin Mushfiq, Rahil, وآخرون
منشور في: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
بواسطة: Hakim, Talukder Juhaer, وآخرون
منشور في: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
بواسطة: Khan, Farhan Sakib, وآخرون
منشور في: (2022)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
بواسطة: Nazmee, Namirah, وآخرون
منشور في: (2024)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
بواسطة: Tahamid, Abu
منشور في: (2021)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
بواسطة: Sharma, Tanmoyee, وآخرون
منشور في: (2021)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
بواسطة: Khilji, Ishfaque Qamar, وآخرون
منشور في: (2021)

Comprehensive fingerprint recognition utilizing one shot learning with Siamese Network
بواسطة: Zaman, Sara Milham, وآخرون
منشور في: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
بواسطة: Kibria, Maharab, وآخرون
منشور في: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
بواسطة: Badhon, Ariful Islam Mahmud, وآخرون
منشور في: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
بواسطة: Choudhury, Prionto Kumar, وآخرون
منشور في: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
بواسطة: Awwal, Alvina, وآخرون
منشور في: (2021)

Automated overtaking assistance system: a real-time approach using deep learning techniques
بواسطة: Moonjarin, Musarrat, وآخرون
منشور في: (2023)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
بواسطة: Sarmi, Kaniz Fatima, وآخرون
منشور في: (2022)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
بواسطة: Haque, Samiha, وآخرون
منشور في: (2021)

Deep learning-based real-time pothole detection for avoiding road accident
بواسطة: Basher, Rafsan, وآخرون
منشور في: (2022)

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

Skin disease detection and classification using deep learning
بواسطة: Shuvon, Mehedi Hasan, وآخرون
منشور في: (2022)