Advanced Deep Learning for Medical Image Analysis
The application of deep learning is evolving, including in expert systems for healthcare, such as disease classification. Several challenges in the use of deep-learning algorithms in application to disease classification. The study aims to improve classification to address the problem. The thesis p...
| Main Author: | Nugroho, Bayu Adhi |
|---|---|
| Format: | Thesis |
| Published: |
Curtin University
2022
|
| Online Access: | http://hdl.handle.net/20.500.11937/87912 |
Similar Items
Medical image analysis using deep learning: a review
by: Nisa, Syed Qamrun, et al.
Published: (2019)
by: Nisa, Syed Qamrun, et al.
Published: (2019)
Deep tissue analysis: advancing optical techniques with interpretable deep learning and aberration correction
by: Kok, Yong En
Published: (2025)
by: Kok, Yong En
Published: (2025)
Advances in neoplasm identification in medical imaging
by: Mohd. Azhari, Ed-Edily, et al.
Published: (2014)
by: Mohd. Azhari, Ed-Edily, et al.
Published: (2014)
Interpretability and annotation scarcity in deep medical image segmentation
by: Khalili Zadeh Mahani, Golnar
Published: (2024)
by: Khalili Zadeh Mahani, Golnar
Published: (2024)
Deep learning for image classification
by: Koi, Chin Chong
Published: (2024)
by: Koi, Chin Chong
Published: (2024)
Deep Learning Approaches to Image Texture Analysis in Material Processing
by: Liu, Xiu, et al.
Published: (2022)
by: Liu, Xiu, et al.
Published: (2022)
An improved bone age assessment using advanced image processing and deep learning approach / Liang Kim Meng
by: Liang , Kim Meng
Published: (2020)
by: Liang , Kim Meng
Published: (2020)
A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations
by: Islam, Md Shofiqul, et al.
Published: (2020)
by: Islam, Md Shofiqul, et al.
Published: (2020)
Advanced Deep Learning Methods for Enhancing
Information Compliance Checking
by: Liu, Chongyi
Published: (2023)
by: Liu, Chongyi
Published: (2023)
An investigation of deep learning for image processing applications
by: Hou, Xianxu
Published: (2018)
by: Hou, Xianxu
Published: (2018)
Advanced Deep Learning Methods for Vibration-based Structural
Damage Identification
by: Wang, Ruhua
Published: (2021)
by: Wang, Ruhua
Published: (2021)
Study on Image Background Removal using Deep Learning
by: Fakruddin Ali, Ahmed, et al.
Published: (2024)
by: Fakruddin Ali, Ahmed, et al.
Published: (2024)
An overview of deep learning techniques in echocardiography image segmentation
by: Samieiyeganeh, Mehdi, et al.
Published: (2020)
by: Samieiyeganeh, Mehdi, et al.
Published: (2020)
Video Surveillance Image Enhancement Using Deep Learning
by: Aminudin, Muhamad Faris Che
Published: (2019)
by: Aminudin, Muhamad Faris Che
Published: (2019)
Object based segmentation and analysis using deep learning algorithm for cats and dogs images
by: N.Rajandhiran, Shreevishal
Published: (2023)
by: N.Rajandhiran, Shreevishal
Published: (2023)
Theoretical Insights into Neural Networks and Deep Learning: Advancing Understanding, Interpretability, and Generalization
by: Usmani, Usman Ahmad, et al.
Published: (2023)
by: Usmani, Usman Ahmad, et al.
Published: (2023)
The rise of deep learning in cyber security: Bibliometric analysis of deep learning and malware
by: Nur Khairani, Kamarudin, et al.
Published: (2024)
by: Nur Khairani, Kamarudin, et al.
Published: (2024)
Image approach to english digits recognition using deep learning
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)
Brain tumor image segmentation using deep learning approach
by: Darshan, Suresh
Published: (2022)
by: Darshan, Suresh
Published: (2022)
An investigation into image-based indoor localization using deep learning
by: Li, Qing
Published: (2020)
by: Li, Qing
Published: (2020)
Application of deep learning approaches in igneous rock hyperspectral imaging
by: Sinaice, Brian, et al.
Published: (2019)
by: Sinaice, Brian, et al.
Published: (2019)
Deep learning for an automated image-based stem cell classification
by: Nurul Syahira Mohamad Zamani,, et al.
Published: (2023)
by: Nurul Syahira Mohamad Zamani,, et al.
Published: (2023)
Deep learning for scene visualization and sentence-based image synthesis
by: Beh, Teck Sian
Published: (2023)
by: Beh, Teck Sian
Published: (2023)
Image-based virtual try-on system using deep learning
by: Gan, Yong Hao
Published: (2021)
by: Gan, Yong Hao
Published: (2021)
Detecting covid-19 in x-ray images with deep learning
by: Aw, Ethel Miao Han
Published: (2023)
by: Aw, Ethel Miao Han
Published: (2023)
Semi-supervised Learning for Medical Image Segmentation
by: Li, Ruizhe
Published: (2023)
by: Li, Ruizhe
Published: (2023)
Deep learning for EEG data analysis
by: Cheah, Kit Hwa
Published: (2018)
by: Cheah, Kit Hwa
Published: (2018)
Deep Image Representations for Coral Image Classification
by: Mahmood, A., et al.
Published: (2018)
by: Mahmood, A., et al.
Published: (2018)
Cancer detection using image processing and machine/deep learning methods
by: Leong, Zeh Zen
Published: (2022)
by: Leong, Zeh Zen
Published: (2022)
Image Processing by Variational Methods, Stochastic Programming and Deep Learning Techniques
by: Tan, Lu
Published: (2020)
by: Tan, Lu
Published: (2020)
An enhanced classification of bacteria pathogen on microscopy images using deep learning
by: Son Ali, Akbar, et al.
Published: (2021)
by: Son Ali, Akbar, et al.
Published: (2021)
Recent Advances in Flotation Froth Image Analysis
by: Aldrich, Chris, et al.
Published: (2022)
by: Aldrich, Chris, et al.
Published: (2022)
Characterization of Ore and Bulk Solid Systems by Use of
Multivariate Image Analysis and Deep Learning Neural Networks
by: Fu, Yihao
Published: (2022)
by: Fu, Yihao
Published: (2022)
Herbal plant image classification using transfer learning and fine-tuning deep learning model
by: Khalid, Fatimah, et al.
Published: (2024)
by: Khalid, Fatimah, et al.
Published: (2024)
Herbal plant image classification using transfer learning and fine-tuning deep learning model
by: Khalid, Fatimah, et al.
Published: (2024)
by: Khalid, Fatimah, et al.
Published: (2024)
Review on Deep Learning-Based Face Analysis
by: Talab, Mohammed Ahmed, et al.
Published: (2018)
by: Talab, Mohammed Ahmed, et al.
Published: (2018)
Deep reinforcement learning to multi-agent deep reinforcement learning
by: Samieiyeganeh, Mehdi, et al.
Published: (2022)
by: Samieiyeganeh, Mehdi, et al.
Published: (2022)
Breast invasive ductal carcinoma detection with histopathological images using deep learning
by: Voon, Wingates
Published: (2022)
by: Voon, Wingates
Published: (2022)
Integration of image processing algorithm and deep learning approaches to monitor ginger plant
by: Tan, Cheng Yong
Published: (2024)
by: Tan, Cheng Yong
Published: (2024)
Ensemble deep learning approach for apple fruitlet detection from digital images
by: Yusof, Mohamad Yusnisyahmi, et al.
Published: (2024)
by: Yusof, Mohamad Yusnisyahmi, et al.
Published: (2024)
Similar Items
-
Medical image analysis using deep learning: a review
by: Nisa, Syed Qamrun, et al.
Published: (2019) -
Deep tissue analysis: advancing optical techniques with interpretable deep learning and aberration correction
by: Kok, Yong En
Published: (2025) -
Advances in neoplasm identification in medical imaging
by: Mohd. Azhari, Ed-Edily, et al.
Published: (2014) -
Interpretability and annotation scarcity in deep medical image segmentation
by: Khalili Zadeh Mahani, Golnar
Published: (2024) -
Deep learning for image classification
by: Koi, Chin Chong
Published: (2024)