Liver tumor detection and segmentation using kernel-based extreme learning machine

Liver tumor detection and segmentation using kernel-based extreme learning machine

In this project, a semi-automatic approach of the detection and segmentation of liver tumors from 3D computed tomography (CT) images is presented. The automatic detection of liver tumor can be formulized as a novelty detection or two-class classification issue. The method can also be used for tumor...

Fuld beskrivelse

Bibliografiske detaljer
Hovedforfatter:	Li, Ning.
Andre forfattere:	Lin Zhiping
Format:	Final Year Project (FYP)
Sprog:	English
Udgivet:	2013
Fag:	DRNTU::Engineering
Online adgang:	http://hdl.handle.net/10356/54527

Lignende værker

Segmentation of liver tumor from CT images
af: La, Cam Chung
Udgivet: (2013)

Data and feature mixed ensemble based extreme learning machine for medical object detection and segmentation
af: Zhu, Wan Zheng
Udgivet: (2015)

Extreme learning machines for intrusion detection
af: Cheng, Chi, et al.
Udgivet: (2013)

Extreme learning machine based tracking-learning-detection framework in surveillance video
af: Lai, Tinglin
Udgivet: (2016)

Voting based extreme learning machine
af: Cao, Jiuwen, et al.
Udgivet: (2013)

Extreme learning machine (ELM) methods for pedestrian detection
af: Song, Qiaozhi
Udgivet: (2016)

Application of extreme learning machine with 3D image description for medical objects segmentation
af: Yang, Jing
Udgivet: (2012)

Extreme learning machines
af: Zhu, Qinyu
Udgivet: (2008)

Further studies of extreme learning machine and compressed signal detection
af: Cao, Jiuwen
Udgivet: (2013)

Universal machine learning classifier using extreme learning machines
af: Chen, Jinnan
Udgivet: (2019)

Extreme learning machines for feature learning
af: Liyanaarachchi Lekamalage, Chamara Kasun
Udgivet: (2017)

Extreme learning machine based speaker verification
af: Xu, Cheng.
Udgivet: (2012)

Development of an ensemble of extreme learning machines for 3D medical object segmentation and classification
af: Tan, Zu Ming.
Udgivet: (2012)

Evaluation of the engine performance and exhaust emissions of biodiesel-bioethanol-diesel blends using kernel-based extreme learning machine
af: Silitonga, Arridina Susan, et al.
Udgivet: (2018)

Machine learning based segmentation of retinal vessel
af: Jin, Nante
Udgivet: (2019)

Extreme learning machine based speaker recognition
af: Hu, Zongjiang.
Udgivet: (2011)

Extreme learning machine based image classification
af: Xu, Jiantao.
Udgivet: (2012)

Extreme learning machine based financial prediction
af: Liu, Yishan.
Udgivet: (2012)

Extreme learning machine based financial prediction
af: Huang, Fei.
Udgivet: (2011)

Early detection of dengue disease using extreme learning machine
af: Suhaeri, Suhaeri, et al.
Udgivet: (2018)

Extreme learning machine web portal
af: Ong, Jasmine Jiemin.
Udgivet: (2013)

Extreme learning machine based fast object recognition
af: Xu, Jiantao, et al.
Udgivet: (2014)

Incremental extreme learning machine
af: Chen, Lei
Udgivet: (2008)

Sequential learning for extreme learning machine
af: Liang, Nanying
Udgivet: (2008)

Kernel machines and classifier ensemble learning for biomedical applications
af: Peng, Li
Udgivet: (2008)

Bayesian network based extreme learning machine for subjectivity detection
af: Chaturvedi, Iti, et al.
Udgivet: (2018)

Turbine system controller based on extreme learning machine
af: Tan, Yee Chin.
Udgivet: (2009)

Receding horizon cache and extreme learning machine based reinforcement learning
af: Shao, Zhifei, et al.
Udgivet: (2013)

Wavelength detection in spectrally overlapped FBG sensor network using extreme learning machine
af: Jiang, Hao, et al.
Udgivet: (2015)

Recognition of the whole person using hierarchical extreme learning machine
af: Ong, Wei Guo
Udgivet: (2016)

Automated emotion recognition based on extreme learning machines
af: Tan, Yikai
Udgivet: (2014)

Machine learning based resolutions for partial discharge detection
af: Xu, Ning
Udgivet: (2022)

Online kernel learning for time series prediction
af: Gao, Ning
Udgivet: (2015)

Learning with kernel machine architectures
af: Evgeniou, Theodoros K. (Theodoros Kostantinos), 1974-
Udgivet: (2014)

Weighted extreme learning machine for imbalance learning
af: Zong, Weiwei, et al.
Udgivet: (2013)

Liver tumor volume estimation
af: Lu, Rui
Udgivet: (2008)

Slow Fusion Triplanar Convolutional Neural Networks For Liver Tumor Segmentation
af: Chung, Sheng Hung
Udgivet: (2022)

Recurrent Kernel Extreme Reservoir Machine for Time Series Prediction
af: Liu, Zongying, et al.
Udgivet: (2018)

Extreme learning machine with sparse connections
af: Bai, Zuo
Udgivet: (2015)

Battery recharging prediction using extreme learning machine
af: Gao, Yan
Udgivet: (2013)