Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification

Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification

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

Bibliografiska uppgifter
Huvudupphovsmän:	Faruk, Farhan, Alam, H.M. Sarwer
Övriga upphovsmän:	Alam, Md. Golam Rabiul
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2024
Ämnen:	CT image Carcinoma Renal calculi Segmentation Imaging systems in medicine. Diagnostic imaging > Digital techniques. Urinary organs > Calculi. Kidneys > Calculi Renal cell carcinoma.
Länkar:	http://hdl.handle.net/10361/23965

Liknande verk

Immunotherapy in the treatment of renal cancer
av: Shimu, Sumaya
Publicerad: (2022)

Elucidating the functional roles of bidirectionally transcribed genes in immunobiology of cancers
av: Ahmad, Sheikh Shafin
Publicerad: (2021)

Assessing therapeutic safety and efficacy of Pazopanib, Pembrolizumab plus Axitinib and Nivolumab plus Ipilimumab in Renal Cell Carcinoma: a systematic review and meta-analysis
av: Shawn, Ibna Hasan
Publicerad: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
av: Reza, S. M. Mushfiq, et al.
Publicerad: (2024)

Effect of passive immunization with mouse Anti-BCG 64 kDa protein on ehrlich ascites carcinoma cells
av: Chowdhury, Maisha Mosharrat
Publicerad: (2018)

Stem cell as an option for kidney injury and transplantation
av: Kabir, Faizul
Publicerad: (2023)

Hepatotoxicity and acute kidney injury associations with itraconazole, voriconazole and posaconazole in the treatment of Onychomycosis: pharmacovigilance study of FDA adverse event reporting system data (FAERS)
av: Hossain, Ragib
Publicerad: (2024)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
av: Hossain, Mohammad Sakib, et al.
Publicerad: (2023)

Unsupervised semantic segmentation for localization of wetland area fluctuations
av: Tahsin, Anika, et al.
Publicerad: (2024)

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

Exploring deep features: deeper fully convolutional neural network for image segmentation
av: Kamran, Sharif Amit, et al.
Publicerad: (2017)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
av: Datta, Nirjhor, et al.
Publicerad: (2024)

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

In vitro antioxidant and anti-neoplastic activities of Ocimum sanctum leaves in Ehrlich Ascites Carcinoma bearing mice
av: Islam, M. Saiful, et al.
Publicerad: (2016)

Anticancer activity of alangium salvifolium flower in ehrlich ascites carcinoma bearing mice
av: Zahan, Ronok, et al.
Publicerad: (2016)

Oral terbinafine-, fluconazole-, ravuconazole-, oteseconazole-induced hepatotoxicity and acute kidney injury in the treatment of onychomycosis: a pharmacovigilance study
av: Rahman, Towsifur
Publicerad: (2024)

An overview of the clinical management and challenges of treatments for the patients diagnosed with COVID-19 and lung carcinoma
av: Bristy, Israt Zerin
Publicerad: (2021)

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
av: Farha, Ramisa, et al.
Publicerad: (2022)

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

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

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
av: Hassan, Mehadi, et al.
Publicerad: (2021)

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

Segmentation based Kidney Tumor Classification using Deep Neural Network
av: Mehedi, Md Humaion Kabir, et al.
Publicerad: (2022)

Early detection, segmentation and quantification of coronary artery blockage using efficient image processing technique
av: Shakir, Mohsinul Bari, et al.
Publicerad: (2018)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
av: Dipto, Shakib Mahmud
Publicerad: (2024)

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

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

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

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
av: Mollah, Md. Shawon, et al.
Publicerad: (2024)

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

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

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

Image processing, analysis, and machine vision /
av: Sonka, Milan
Publicerad: (2008)

Brain tumor segmentation from MRI images using convolutional neural networks
av: Khan, Mushfiqur Rahman
Publicerad: (2024)

Antibiotic resistance pattern of Escherichia coli isolated from patients with urinary tract infection
av: Taseen, Arifa
Publicerad: (2020)

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

Digital Image processing using MATLAB /
av: Gonzalez, Rafael C.
Publicerad: (2009)

Tamoxifen: The ideal post operative hormonal therapy to demote Ductal Carcinoma in Situ
av: Mirza, Maisa Tasnim
Publicerad: (2023)

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

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