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.

Bibliografiset tiedot
Päätekijä:	Dipto, Shakib Mahmud
Muut tekijät:	Alam, Md. Ashraful
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2024
Aiheet:	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.
Linkit:	http://hdl.handle.net/10361/24040

Samankaltaisia teoksia

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

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

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

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

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

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

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

Image encryption and decryption using computer generated holography
Tekijä: Istiaque, Md. Asif, et al.
Julkaistu: (2018)

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

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

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

A novel approach for digital image watermarking
Tekijä: Mitashe, Mashruha Raquib, et al.
Julkaistu: (2016)

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

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

Structurally and semantically coherent deep image inpainting
Tekijä: Sami, Mirza Tanzim, et al.
Julkaistu: (2019)

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

Crop monitoring system using image processing and environmental data
Tekijä: Rabbi, Shadman, et al.
Julkaistu: (2019)

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

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

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

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

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

Digital geometry : geometric methods for digital picture analysis /
Tekijä: Klette, Reinhard
Julkaistu: (2004)

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

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

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

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

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

Image processing, analysis, and machine vision /
Tekijä: Sonka, Milan
Julkaistu: (2008)

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

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

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

Digital Image processing using MATLAB /
Tekijä: Gonzalez, Rafael C.
Julkaistu: (2009)

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

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

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

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

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

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

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