U-net Based Autonomous Fetal Segmentation From 2D and 3D Ultrasound Images

U-net Based Autonomous Fetal Segmentation From 2D and 3D Ultrasound Images

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

Detaylı Bibliyografya
Asıl Yazarlar:	Mithila, Maliha Tabassum, Prome, Tasnim Ahsan, Tabassum, Elmi, Kamrul, Sameha, samiha, Nausheen
Diğer Yazarlar:	Rabiul Alam, Dr. Md. Golam
Materyal Türü:	Tez
Dil:	en_US
Baskı/Yayın Bilgisi:	Brac University 2022
Konular:	Biometric Parameters Gestational Age U-net Semantic Segmentation Head Circumference Abdominal Circumference Femur Length Deep Neural Network Convolution Autonomous Image processing > Digital techniques Neural networks (Computer science)
Online Erişim:	http://hdl.handle.net/10361/17647

Benzer Materyaller

Thinness and fecundability: Time to pregnancy after adolescent marriage in rural Bangladesh
Yazar:: Hur, Jinhee, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Gestational weight gain and newborn anthropometric outcomes in rural Bangladesh
Yazar:: Kac, Gilberto, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
Yazar:: Khan, Afsana, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
Yazar:: Ghosh, Swapnil, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An overview: extent of teratogenicity of common medications in fetal development
Yazar:: Islam, Humayra
Baskı/Yayın Bilgisi: (2022)

Biometric retina identification using artificial approach
Yazar:: Imam, Syed Abrar, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Deep 3D convolutional neural network in early detection of Lung cancer
Yazar:: Hossain, Khandoker Jobayer, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Exploring deep features: deeper fully convolutional neural network for image segmentation
Yazar:: Kamran, Sharif Amit, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Segmentation based Kidney Tumor Classification using Deep Neural Network
Yazar:: Mehedi, Md Humaion Kabir, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

X-Ray studies and magnetic properties of Ni-Cu-Zn ferrite
Yazar:: Rahman, M. L., ve diğerleri
Baskı/Yayın Bilgisi: (2011)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
Yazar:: Ali, Syed Muaz
Baskı/Yayın Bilgisi: (2023)

Isolation and molecular characterization of e.coli bacteriophages from surface water of Bangladesh
Yazar:: Tabassum, Sumaiya
Baskı/Yayın Bilgisi: (2020)

Semantic text extraction from CAPTCHA using Neural Networking
Yazar:: Chowdhury, Iftekhar Kabir, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
Yazar:: Datta, Nirjhor, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Analysis of physicochemical parameters and microbial status in Gulshan lake water
Yazar:: Afsar, Ashif
Baskı/Yayın Bilgisi: (2014)

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
Yazar:: Mollah, Md. Shawon, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Establishing a relationship among Vitamin D, depression, and aging: a review
Yazar:: Hasan, Nushaiba Binte
Baskı/Yayın Bilgisi: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
Yazar:: Hasib, Mehadi Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Restoration of frequency due to variation of load in an autonomous microgrid
Yazar:: Alamgir, Md.
Baskı/Yayın Bilgisi: (2018)

An introduction to neural networks /
Yazar:: Anderson, James A.
Baskı/Yayın Bilgisi: (1995)

Modelling option prices using neural networks
Yazar:: Nasim, Ahmed Zohair, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
Yazar:: Khilji, Ishfaque Qamar, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
Yazar:: Farha, Ramisa, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Pneumonia Disease detection using the convolutional neural network
Yazar:: Ashrafee, Md. Iftid, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Effects of Allium sativum extract in arsenic induced toxicity in Swiss albino mice
Yazar:: Adhara, Rusafa Antashin
Baskı/Yayın Bilgisi: (2020)

Brain tumor segmentation from MRI images using convolutional neural networks
Yazar:: Khan, Mushfiqur Rahman
Baskı/Yayın Bilgisi: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
Yazar:: Islam, Md. Farhadul, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
Yazar:: Ashraf, S.M. Nabil, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Autonomous tractor to plough and harvest within a laser perimeter
Yazar:: Ekram, S.M.A., ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Audio recognition using feed forward neural network optimized by principle component analysis
Yazar:: Momo, Nusrat Suzana, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Visual speech recognition using artificial neural networking
Yazar:: Sharmili, Nowshin, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Fundamentals of neural networks : architectures, algorithms, and applications /
Yazar:: Fausett, Laurene V.
Baskı/Yayın Bilgisi: (1994)

An in depth analysis of neural network with application in finance
Yazar:: Tasnim, Noshin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Bangla license plate recognition using convolutional neural networks (CNN)
Yazar:: Rahman, M M Shaifur
Baskı/Yayın Bilgisi: (2018)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
Yazar:: Raj, Mohammad Mainuddin, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
Yazar:: Siam, F. M. Jamius, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
Yazar:: Faisal, Asm, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Connected hidden neurons (CHNNet): an artificial neural network for rapid convergence
Yazar:: Shahir, Rafiad Sadat, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Computational fluid dynamics study of flow behaviour inmembrane module with multiple filaments
Yazar:: Hussain, Sharmina
Baskı/Yayın Bilgisi: (2010)

Electrical pole climbing robot: for wiring and repairing distribution lines
Yazar:: Khalid, Zahra Bakhtiar, ve diğerleri
Baskı/Yayın Bilgisi: (2016)