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.

Dettagli Bibliografici
Autori principali:	Mithila, Maliha Tabassum, Prome, Tasnim Ahsan, Tabassum, Elmi, Kamrul, Sameha, samiha, Nausheen
Altri autori:	Rabiul Alam, Dr. Md. Golam
Natura:	Tesi
Lingua:	en_US
Pubblicazione:	Brac University 2022
Soggetti:	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)
Accesso online:	http://hdl.handle.net/10361/17647

Documenti analoghi

Thinness and fecundability: Time to pregnancy after adolescent marriage in rural Bangladesh
di: Hur, Jinhee, et al.
Pubblicazione: (2022)

Gestational weight gain and newborn anthropometric outcomes in rural Bangladesh
di: Kac, Gilberto, et al.
Pubblicazione: (2022)

Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
di: Khan, Afsana, et al.
Pubblicazione: (2022)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
di: Ghosh, Swapnil, et al.
Pubblicazione: (2024)

An overview: extent of teratogenicity of common medications in fetal development
di: Islam, Humayra
Pubblicazione: (2022)

Biometric retina identification using artificial approach
di: Imam, Syed Abrar, et al.
Pubblicazione: (2023)

Deep 3D convolutional neural network in early detection of Lung cancer
di: Hossain, Khandoker Jobayer, et al.
Pubblicazione: (2019)

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

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

X-Ray studies and magnetic properties of Ni-Cu-Zn ferrite
di: Rahman, M. L., et al.
Pubblicazione: (2011)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
di: Ali, Syed Muaz
Pubblicazione: (2023)

Isolation and molecular characterization of e.coli bacteriophages from surface water of Bangladesh
di: Tabassum, Sumaiya
Pubblicazione: (2020)

Semantic text extraction from CAPTCHA using Neural Networking
di: Chowdhury, Iftekhar Kabir, et al.
Pubblicazione: (2022)

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

Analysis of physicochemical parameters and microbial status in Gulshan lake water
di: Afsar, Ashif
Pubblicazione: (2014)

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

Establishing a relationship among Vitamin D, depression, and aging: a review
di: Hasan, Nushaiba Binte
Pubblicazione: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
di: Hasib, Mehadi Hasan, et al.
Pubblicazione: (2021)

Restoration of frequency due to variation of load in an autonomous microgrid
di: Alamgir, Md.
Pubblicazione: (2018)

An introduction to neural networks /
di: Anderson, James A.
Pubblicazione: (1995)

Modelling option prices using neural networks
di: Nasim, Ahmed Zohair, et al.
Pubblicazione: (2020)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
di: Khilji, Ishfaque Qamar, et al.
Pubblicazione: (2021)

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

Pneumonia Disease detection using the convolutional neural network
di: Ashrafee, Md. Iftid, et al.
Pubblicazione: (2024)

Effects of Allium sativum extract in arsenic induced toxicity in Swiss albino mice
di: Adhara, Rusafa Antashin
Pubblicazione: (2020)

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

Analysis of uncertainty in different neural network structures using monte carlo dropout
di: Islam, Md. Farhadul, et al.
Pubblicazione: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
di: Ashraf, S.M. Nabil, et al.
Pubblicazione: (2021)

Autonomous tractor to plough and harvest within a laser perimeter
di: Ekram, S.M.A., et al.
Pubblicazione: (2017)

Audio recognition using feed forward neural network optimized by principle component analysis
di: Momo, Nusrat Suzana, et al.
Pubblicazione: (2017)

Visual speech recognition using artificial neural networking
di: Sharmili, Nowshin, et al.
Pubblicazione: (2018)

Fundamentals of neural networks : architectures, algorithms, and applications /
di: Fausett, Laurene V.
Pubblicazione: (1994)

An in depth analysis of neural network with application in finance
di: Tasnim, Noshin, et al.
Pubblicazione: (2019)

Bangla license plate recognition using convolutional neural networks (CNN)
di: Rahman, M M Shaifur
Pubblicazione: (2018)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
di: Raj, Mohammad Mainuddin, et al.
Pubblicazione: (2021)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
di: Siam, F. M. Jamius, et al.
Pubblicazione: (2021)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
di: Faisal, Asm, et al.
Pubblicazione: (2024)

Connected hidden neurons (CHNNet): an artificial neural network for rapid convergence
di: Shahir, Rafiad Sadat, et al.
Pubblicazione: (2024)

Computational fluid dynamics study of flow behaviour inmembrane module with multiple filaments
di: Hussain, Sharmina
Pubblicazione: (2010)

Electrical pole climbing robot: for wiring and repairing distribution lines
di: Khalid, Zahra Bakhtiar, et al.
Pubblicazione: (2016)