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Publications about 'Survey/Review'
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Articles in journal, book chapters
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Ivan Robert Nabi,
Ben Cardoen,
Khater,
Guang Gao,
Timothy H. Wong,
and Ghassan Hamarneh.
AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth.
The Journal Of Cell Biology (JCB),
000(jcb.000):000-000,
000 2024.
Keyword(s): Super Resolution Microscopy,
Deep Learning,
Machine Learning,
Weak Supervision,
Survey/Review.
[bibtex-key = jcb2024]
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Zahra Mirikharaji,
Kumar Abhishek,
Alceu Bissoto,
Catarina Barata,
Sandra Avila,
Eduardo Valle,
M. Emre Celebi,
and Ghassan Hamarneh.
A Survey on Deep Learning for Skin Lesion Segmentation (Mirikharaji and Abhishek: Joint first authors; Celebi and Hamarneh: Joint senior authors).
Medical Image Analysis (MedIA),
pp 1-55,
2023.
Keyword(s): Machine Learning,
Deep Learning,
Segmentation,
Survey/Review,
Dermatology.
[bibtex-key = media2023]
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Saeed Izadi,
Darren Sutton,
and Ghassan Hamarneh.
Image Denoising in the Deep Learning Era.
Artificial Intelligence Review,
000(000):1-46,
2022.
Keyword(s): Enhancement/Restoration/Denoising,
Machine Learning,
Deep Learning,
Survey/Review.
[bibtex-key = aire2022]
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Saeid Asgari Taghanaki,
Kumar Abhishek,
Joseph Paul Cohen,
Julien Cohen-Adad,
and Ghassan Hamarneh.
Deep Semantic Segmentation of Natural and Medical Images: A Review (Taghanaki and Abhishek: Joint first authors).
Artificial Intelligence Review,
54(1):137-178,
2021.
Keyword(s): Segmentation,
Survey/Review,
Machine Learning,
Deep Learning.
[bibtex-key = aire2020a]
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Weina Jin,
Mostafa Fatehi,
Kumar Abhishek,
Mayur Mallya,
Brian Toyota,
and Ghassan Hamarneh.
Artificial Intelligence in Glioma Imaging: Challenges and Advances.
Journal of Neural Engineering,
17(2):021002,
2020.
Keyword(s): Glioma Imaging,
Machine Learning,
Deep Learning,
Survey/Review.
[bibtex-key = jne2020]
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Ismail M. Khater,
Ivan Robert Nabi,
and Ghassan Hamarneh.
A Review of Super-resolution Single Molecule Localization Microscopy Cluster Analysis and Quantification Methods.
Cell Patterns,
1(3):2666-3899,
2020.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Network Modelling and Analysis,
Deep Learning,
Machine Learning,
Classification,
Graph based,
Biomarkers/Biosignatures,
Survey/Review.
[bibtex-key = cellpatterns2020]
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Chris McIntosh and Ghassan Hamarneh.
Medical Image Segmentation: Energy Minimization and Deformable Models (Chapter 23).
Medical Imaging: Technology and Applications,
pp 661-692,
2013.
ISBN: 9781466582620.
Keyword(s): Survey/Review,
Segmentation,
Deformable Models,
Optimization.
[bibtex-key = crc2013a]
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Lisa Y. W. Tang and Ghassan Hamarneh.
Medical Image Registration: A Review (Chapter 22).
Medical Imaging: Technology and Applications,
pp 619-660,
2013.
ISBN: 9781466582620.
Keyword(s): Survey/Review,
Optimization,
Registration and Matching.
[bibtex-key = crc2013c]
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Oliver van Kaick,
Hao (Richard) Zhang,
Ghassan Hamarneh,
and Daniel Cohen-Or.
A Survey on Shape Correspondence.
Computer Graphics Forum (CGF) (extended version of Eurographics 2010 STAR),
30(6):1681-1707,
2011.
Keyword(s): Survey/Review,
Registration and Matching,
Shape Modelling and Analysis.
[bibtex-key = cgf2011a]
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Oliver van Kaick,
Hao (Richard) Zhang,
Ghassan Hamarneh,
and Daniel Cohen-Or.
A Survey on Shape Correspondence.
In EuroGraphics: State-of-the-Art Report,
pages 61-82,
2010.
Keyword(s): Survey/Review,
Registration and Matching,
Shape Modelling and Analysis.
[bibtex-key = eg2010]
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Adriano D'Alessandro,
Ali Mahdavi-Amiri,
and Ghassan Hamarneh.
Counting Objects in Images using Deep Learning: Methods and Current Challenges.
Technical report Research Square (Preprint) 2986682,
6 2023.
Keyword(s): Deep Learning,
Counting,
Survey/Review,
Dermatology.
[bibtex-key = research_square2023_2986682]
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Saeed Izadi,
Darren Sutton,
and Ghassan Hamarneh.
Image Denoising in the Deep Learning Era.
Technical report Research Square (Preprint) 1806416,
6 2022.
Keyword(s): Deep Learning,
Enhancement/Restoration/Denoising,
Survey/Review.
[bibtex-key = research_square2022_1806416]
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Zahra Mirikharaji,
Kumar Abhishek,
Alceu Bissoto,
Catarina Barata,
Sandra Avila,
Eduardo Valle,
M. Emre Celebi,
and Ghassan Hamarneh.
A Survey on Deep Learning for Skin Lesion Segmentation (Mirikharaji and Abhishek: Joint first authors; Celebi and Hamarneh: Joint senior authors).
Technical report arXiv:2206.00356,
6 2022.
Keyword(s): Machine Learning,
Deep Learning,
Segmentation,
Survey/Review,
Dermatology.
[bibtex-key = arxiv:2206.00356]
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Hanene Ben Yedder,
Ben Cardoen,
and Ghassan Hamarneh.
Deep Learning for Biomedical Image Reconstruction: A Survey.
Technical report arxiv:2002.12351,
2 2020.
Keyword(s): Image Reconstruction,
Machine Learning,
Deep Learning,
Survey/Review.
[bibtex-key = arxiv:2002.12351]
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Aicha BenTaieb and Ghassan Hamarneh.
Deep Learning Models for Digital Pathology.
Technical report arxiv:1910.12329,
10 2019.
Keyword(s): Color/Multichannel/Vector-valued,
Machine Learning,
Microscopy,
Deep Learning,
Generative Adversarial Network,
Survey/Review.
[bibtex-key = arxiv:1910.12329]
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Jeremy Kawahara and Ghassan Hamarneh.
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance.
Technical report arxiv:1906.01256,
6 2019.
Keyword(s): Survey/Review,
Color/Multichannel/Vector-valued,
Machine Learning,
Deep Learning,
Dermatology,
Classification.
[bibtex-key = arxiv:1906.01256]
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Saeid Asgari Taghanaki,
Kumar Abhishek,
Joseph Paul Cohen,
Julien Cohen-Adad,
and Ghassan Hamarneh.
Deep Semantic Segmentation of Natural and Medical Images: A Review.
Technical report arxiv:1910.07655,
10 2019.
Keyword(s): Survey/Review,
Segmentation,
Machine Learning,
Deep Learning.
[bibtex-key = arxiv:1910.07655]
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Colin J. Brown and Ghassan Hamarneh.
Machine Learning on Human Connectome Data from MRI.
Technical report arxiv:1611.08699,
11 2016.
Keyword(s): Survey/Review,
Machine Learning,
Connectome,
Diffusion MRI/Tensor-valued.
[bibtex-key = arxiv:1611.08699]
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Masoud Nosrati and Ghassan Hamarneh.
Incorporating prior knowledge in medical image segmentation: a survey.
Technical report arxiv:1607.01092,
7 2016.
Keyword(s): Survey/Review,
Diffusion MRI/Tensor-valued,
Segmentation,
Optimization.
[bibtex-key = arxiv:1607.01092]
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Last modified: Thu Aug 1 12:06:05 2024
Author: hamarneh.
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