ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment

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

מידע ביבליוגרפי
מחבר ראשי:	Dipto, Shakib Mahmud
מחברים אחרים:	Alam, Md. Ashraful
פורמט:	Thesis
שפה:	English
יצא לאור:	Brac University 2024
נושאים:	Residual network Image data analysis ResInvolution Federated learning INN CNN Histopathological images Involution neural network Diagnostic imaging > Digital techniques. Diagnostic imaging > Data processing. Image analysis. Machine learning > Medical applications.
גישה מקוונת:	http://hdl.handle.net/10361/24040

פריטים דומים

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
מאת: Alvi, Md.Waseq Alauddin
יצא לאור: (2024)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
מאת: Hossain, Mainul, et al.
יצא לאור: (2022)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
מאת: Amin, Mahzabin Yasmin Binte, et al.
יצא לאור: (2023)

Detecting anomalies in human eyes using structural similarity index measurement
מאת: Jahan, Monwar, et al.
יצא לאור: (2019)

Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification
מאת: Faruk, Farhan, et al.
יצא לאור: (2024)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
מאת: Mizan, Mubasshira, et al.
יצא לאור: (2024)

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

Image encryption and decryption using computer generated holography
מאת: Istiaque, Md. Asif, et al.
יצא לאור: (2018)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
מאת: Uddin, Mohammad Sakib, et al.
יצא לאור: (2024)

Detection of skin cancer using Convolutional neural network
מאת: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
יצא לאור: (2020)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
מאת: Abir, Tawhidur Rahman, et al.
יצא לאור: (2019)

A novel approach for digital image watermarking
מאת: Mitashe, Mashruha Raquib, et al.
יצא לאור: (2016)

Protovision: utilizing prototypical networks for retinal diseases classification based on few-shot learning
מאת: Nabil, Sheikh MD. Nafis Noor, et al.
יצא לאור: (2024)

A review on carbon nanotube: a new era in cancer diagnosis & therapy
מאת: Parvez, Safi
יצא לאור: (2023)

Structurally and semantically coherent deep image inpainting
מאת: Sami, Mirza Tanzim, et al.
יצא לאור: (2019)

Fetal plane classification from 2D-ultrasound images leveraging squeeze and excitation self-attention mechanism for feature recalibration in MedMamba
מאת: Riju, Tanjim Islam, et al.
יצא לאור: (2024)

Crop monitoring system using image processing and environmental data
מאת: Rabbi, Shadman, et al.
יצא לאור: (2019)

An efficient way to convert 1D signal to 2D digital image using energy values
מאת: Azad, Muntasir, et al.
יצא לאור: (2018)

Vision Transformer (ViT) approach in computer aided diagnosis of acute lymphoblastic leukemia
מאת: Amin, Sifatul, et al.
יצא לאור: (2023)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
מאת: Ahmed, Yasin, et al.
יצא לאור: (2018)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
מאת: Sharma, Tanmoyee, et al.
יצא לאור: (2021)

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
מאת: Kabir, Muhammad Khubayeeb, et al.
יצא לאור: (2023)

Digital geometry : geometric methods for digital picture analysis /
מאת: Klette, Reinhard
יצא לאור: (2004)

Practical algorithms for image analysis : description, examples, programs, and projects /
מאת: O'Gorman, Lawrence
יצא לאור: (2008)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
מאת: Sagor, Mostofa Kamal, et al.
יצא לאור: (2021)

Classification of retinal diseases from OCT images using deep learning models
מאת: Mokarrom, Md Saif, et al.
יצא לאור: (2024)

Deep learning based medical X-ray image recognition and classification
מאת: Khan, Md. Rakib Hossain
יצא לאור: (2019)

A study on image enhancement methods for printed Bangla document images
מאת: Islam, Anika Binte, et al.
יצא לאור: (2018)

Image processing, analysis, and machine vision /
מאת: Sonka, Milan
יצא לאור: (2008)

Monitoring of endangered fish using image processing and AI tools
מאת: Hossain, Naheen, et al.
יצא לאור: (2019)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
מאת: Rahman, Aryan, et al.
יצא לאור: (2023)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
מאת: Pavel, Monirul Islam, et al.
יצא לאור: (2018)

Digital Image processing using MATLAB /
מאת: Gonzalez, Rafael C.
יצא לאור: (2009)

3D Brain image segmentation using 3D tiled convolution neural networks
מאת: Haque, Md Mahibul, et al.
יצא לאור: (2024)

Road sign detection and translation in Bangla using image processing and machine learning
מאת: Islam, Khalid Amirul, et al.
יצא לאור: (2019)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
מאת: Rafi, Ahmad Abdur, et al.
יצא לאור: (2023)

Real time dynamic facial recognition of subject at motion using angular image
מאת: Tasneem, Sharah, et al.
יצא לאור: (2024)

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
מאת: Khan, Amit Hasan, et al.
יצא לאור: (2019)

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
מאת: Zafreen, Zasia, et al.
יצא לאור: (2024)

Bengali hand sign language recognition using convolutional neural networks
מאת: Rumi, Roisul Islam, et al.
יצא לאור: (2019)