A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN

A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN

Εμφάνιση άλλων εκδόσεων (1)

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

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Chowdhury, Asif Hasan, Islam, Md. Fahim, Riad, M Ragib Anjum, Hashem, Faiyaz Bin
Άλλοι συγγραφείς:	Alam, Md. Golam Rabiul
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	AI VGG19 Inception V3 DenseNet201 SWIN transformer Federated learning Privacy Medical informatics Cognitive science
Διαθέσιμο Online:	http://hdl.handle.net/10361/21851

Παρόμοια τεκμήρια

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
ανά: Chowdhury, Asif Hasan, κ.ά.
Έκδοση: (2023)

Detection of coronary artery blockage at an early stage using effective deep learning technique
ανά: Promit, Tahmid Ashrafee, κ.ά.
Έκδοση: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
ανά: Ismail, Sayem Mohammad, κ.ά.
Έκδοση: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
ανά: Haque, Abid Hossain, κ.ά.
Έκδοση: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
ανά: Shahriar, Hasan, κ.ά.
Έκδοση: (2022)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
ανά: Farhan, Rafid, κ.ά.
Έκδοση: (2024)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
ανά: Mim, Ankhi Akter, κ.ά.
Έκδοση: (2024)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

A deep learning approach towards soft biometrics attributes prediction using CNN
ανά: Kibria, Maharab, κ.ά.
Έκδοση: (2022)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
ανά: Nazmee, Namirah, κ.ά.
Έκδοση: (2024)

Citrus leaf disease detection by image processing
ανά: Chowdhury, Mahir Faisal, κ.ά.
Έκδοση: (2024)

Thoracic complication detection on chest X-rays using deep learning
ανά: Ratul, Rizwanul Hoque, κ.ά.
Έκδοση: (2021)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
ανά: Rahman, Afridi Ibn, κ.ά.
Έκδοση: (2022)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
ανά: Nahar, Jannatun, κ.ά.
Έκδοση: (2022)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
ανά: Khan, Farhan Sakib, κ.ά.
Έκδοση: (2022)

Owning up
ανά: Adams, Katherine

Analyzing security threats and mitigation techniques for fog computing in IoT-enabled smart cities
ανά: Emon, Sheikh Sadi, κ.ά.
Έκδοση: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
ανά: Hakim, Talukder Juhaer, κ.ά.
Έκδοση: (2024)

Analyzing user data privacy in android mobile OS
ανά: Miah, Abdul Momen, κ.ά.
Έκδοση: (2023)

An interpretable deep learning approach to detect Alzheimer using MRI images
ανά: Oni, Farhan Anzum, κ.ά.
Έκδοση: (2023)

Personalization in federated recommendation system using SVD++ with explainability
ανά: Patwary, Kabbya Kantam, κ.ά.
Έκδοση: (2022)

Security in computing /
ανά: Pfleeger, Charles P., 1948-
Έκδοση: (2003)

Who knows : safeguarding your privacy in a networked world /
ανά: Cavoukian, Ann
Έκδοση: (1997)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
ανά: Niaz, H.M, κ.ά.
Έκδοση: (2024)

Skin lesion classification using different CNN models
ανά: Oli, Md. Yahea Sultan
Έκδοση: (2023)

Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
ανά: Esha, Ishraq Ahmed, κ.ά.
Έκδοση: (2023)

DenseNet based skin lesion classification and melanoma detection
ανά: Munaf, Arifuzzaman, κ.ά.
Έκδοση: (2021)

Identifying brain abnormalities using image processing and CNN models
ανά: Talukder, Ismat Shehrin, κ.ά.
Έκδοση: (2021)

An efficient deep learning approach to predict heart failure from image data using ejection fraction
ανά: Tanvir, Nazmul Karim, κ.ά.
Έκδοση: (2023)

Advanced artificial intelligence self balanced robot for home security
ανά: Shourove, MD. Niaz Sharif, κ.ά.
Έκδοση: (2018)

Law for computer scientists and other folk /
ανά: Hildebrandt, Mireille

Translational informatics in smart healthcare /
Έκδοση: (2017)

Semantic segmentation with attention dense U-net for lung extraction from X-ray images
ανά: Auvy, Akib Al Mahmud, κ.ά.
Έκδοση: (2023)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
ανά: Khisa, Pushpakali, κ.ά.
Έκδοση: (2024)

The impact of proper information management and data storage for long term decision-making business process and risk mitigation at MNCs – A perspective from Chevron Bangladesh
ανά: Sumaya
Έκδοση: (2024)

Comparative analysis between Inception-v3 and other learning systems using facial expressions detection
ανά: Nivrito, AKM, κ.ά.
Έκδοση: (2016)

Covid-19 infected lung detection using machine learning
ανά: Islam, Md. Muntaha, κ.ά.
Έκδοση: (2022)

The Salome Ensemble
ανά: Ginsberg

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
ανά: Nag, Pollock, κ.ά.
Έκδοση: (2023)

Implementation of real-time learning on homomorphically encrypted visual inputs
ανά: Bhuiyan, Emtiaz MD Tafsir, κ.ά.
Έκδοση: (2021)