Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs

This project report is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2021.

ग्रंथसूची विवरण
मुख्य लेखक:	Islam, Md. Nazmul
अन्य लेखक:	Alam, Md. Golam Rabiul
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2023
विषय:	Kidney disease Vision transformer Transfer learning Explainable AI CT Imaging X-ray imaging Lung opacity Viral Pneumonia Covid-19 Artificial intelligence Image processing > Digital techniques. Diagnostic imaging > Digital techniques
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/21716

समान संसाधन

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Digital image processing : PIKS inside /
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Digital image processing /
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Digital Image processing using MATLAB /
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प्रकाशित: (2009)

Digital Image processing using MATLAB /
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प्रकाशित: (2004)

Two-dimensional signal and image processing /
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प्रकाशित: (1990)

Image encryption and decryption using computer generated holography
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Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
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Semantic segmentation with attention dense U-net for lung extraction from X-ray images
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प्रकाशित: (2023)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
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ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
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Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
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Digital geometry : geometric methods for digital picture analysis /
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Practical algorithms for image analysis : description, examples, programs, and projects /
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प्रकाशित: (2008)

A novel approach for digital image watermarking
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ACEEE international journal of signal and image processing.

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An efficient way to convert 1D signal to 2D digital image using energy values
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Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
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प्रकाशित: (2024)

Techniques and standards for image, video, and audio coding /
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प्रकाशित: (1996)

Digital signal and image processing /
द्वारा: Bose, Tamal
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Blood group detection using image processing techniques
द्वारा: Rahman, Sakib, और अन्य
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Reconstruction of images with RPCA and augmenting 3D model
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Road sign detection and translation in Bangla using image processing and machine learning
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Fetal plane classification from 2D-ultrasound images leveraging squeeze and excitation self-attention mechanism for feature recalibration in MedMamba
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Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
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A comparative analysis of the different CNN-LSTM model caption generation of medical images
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Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
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An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
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