Automated segmentation of 2D low-dose CT images of the psoas-major muscle using deep convolutional neural networks

Fumio Hashimoto; Akihiro Kakimoto; Nozomi Ota; Shigeru Ito; Sadahiko Nishizawa

doi:10.1007/s12194-019-00512-y

Automated segmentation of 2D low-dose CT images of the psoas-major muscle using deep convolutional neural networks

Radiological Physics and Technology ◽

10.1007/s12194-019-00512-y ◽

2019 ◽

Vol 12 (2) ◽

pp. 210-215 ◽

Cited By ~ 10

Author(s):

Fumio Hashimoto ◽

Akihiro Kakimoto ◽

Nozomi Ota ◽

Shigeru Ito ◽

Sadahiko Nishizawa

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Low Dose ◽

Ct Images ◽

Automated Segmentation ◽

Deep Convolutional Neural Networks ◽

Low Dose Ct ◽

Psoas Major Muscle ◽

Psoas Major

Download Full-text

Robust Denoising of Low-Dose CT Images using Convolutional Neural Networks

2019 6th NAFOSTED Conference on Information and Computer Science (NICS) ◽

10.1109/nics48868.2019.9023861 ◽

2019 ◽

Author(s):

Nguyen Thanh Trung ◽

Trinh Dinh Hoan ◽

Nguyen Linh Trung ◽

Luu Manh Ha

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Low Dose ◽

Ct Images ◽

Low Dose Ct

Download Full-text

Classification of Pulmonary Emphysema in CT Images Based on Multi-Scale Deep Convolutional Neural Networks

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451514 ◽

2018 ◽

Cited By ~ 2

Author(s):

Liying Peng ◽

Lanfen Lin ◽

Hongjie Hu ◽

Huali Li ◽

Xiaoli Ling ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pulmonary Emphysema ◽

Ct Images ◽

Deep Convolutional Neural Networks ◽

Multi Scale

Download Full-text

Restoration of Full Data from Sparse Data in Low-Dose Chest Digital Tomosynthesis Using Deep Convolutional Neural Networks

Journal of Digital Imaging ◽

10.1007/s10278-018-0124-5 ◽

2018 ◽

Vol 32 (3) ◽

pp. 489-498

Author(s):

Donghoon Lee ◽

Hee-Joung Kim

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Low Dose ◽

Sparse Data ◽

Digital Tomosynthesis ◽

Deep Convolutional Neural Networks ◽

Full Data

Download Full-text

Automated Segmentation of the Right Ventricle from Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

Lecture Notes in Computer Science - Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge ◽

10.1007/978-3-030-93722-5_37 ◽

2022 ◽

pp. 344-351

Author(s):

Kumaradevan Punithakumar ◽

Adam Carscadden ◽

Michelle Noga

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Right Ventricle ◽

Convolutional Neural Networks ◽

Automated Segmentation ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks ◽

The Right

Download Full-text

Renal parenchyma segmentation in abdominal CT images based on deep convolutional neural networks with similar atlas selection and transformation

Medical Imaging 2020: Computer-Aided Diagnosis ◽

10.1117/12.2551315 ◽

2020 ◽

Author(s):

Hyeonjin Kim ◽

Helen Hong ◽

Koon Ho Rha

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ct Images ◽

Renal Parenchyma ◽

Deep Convolutional Neural Networks ◽

Abdominal Ct

Download Full-text

Improved automated segmentation of human kidney organoids using deep convolutional neural networks

Medical Imaging 2020: Image Processing ◽

10.1117/12.2549830 ◽

2020 ◽

Author(s):

Michael MacDonald ◽

Randy Fennel ◽

Asha Singanamalli ◽

Nelly Cruz ◽

Mohammad YousefHussein ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Human Kidney ◽

Automated Segmentation ◽

Deep Convolutional Neural Networks ◽

Kidney Organoids

Download Full-text

Liver Extraction Using Residual Convolution Neural Networks From Low-Dose CT Images

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2019.2894123 ◽

2019 ◽

Vol 66 (9) ◽

pp. 2641-2650 ◽

Cited By ~ 2

Author(s):

Muhammad Nadeem Cheema ◽

Anam Nazir ◽

Bin Sheng ◽

Ping Li ◽

Jing Qin ◽

...

Keyword(s):

Neural Networks ◽

Low Dose ◽

Ct Images ◽

Low Dose Ct ◽

Convolution Neural Networks

Download Full-text

Gradient regularized convolutional neural networks for low-dose CT image enhancement

Physics in Medicine and Biology ◽

10.1088/1361-6560/ab325e ◽

2019 ◽

Vol 64 (16) ◽

pp. 165017 ◽

Cited By ~ 1

Author(s):

Shuiping Gou ◽

Wei Liu ◽

Changzhe Jiao ◽

Haofeng Liu ◽

Yu Gu ◽

...

Keyword(s):

Neural Networks ◽

Image Enhancement ◽

Convolutional Neural Networks ◽

Low Dose ◽

Ct Image ◽

Low Dose Ct

Download Full-text

Fully Automated Segmentation of Alveolar Bone Using Deep Convolutional Neural Networks from Intraoral Ultrasound Images

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8857060 ◽

2019 ◽

Cited By ~ 2

Author(s):

Dat Q. Duong ◽

Kim-Cuong T. Nguyen ◽

Neelambar R. Kaipatur ◽

Edmond H. M. Lou ◽

Michelle Noga ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Alveolar Bone ◽

Ultrasound Images ◽

Automated Segmentation ◽

Deep Convolutional Neural Networks

Download Full-text

Automated Detection of COVID-19 Cases using Recent Deep Convolutional Neural Networks and CT images*

10.1109/embc46164.2021.9629689 ◽

2021 ◽

Author(s):

Mohamed Chetoui ◽

Moulay A. Akhloufi

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ct Images ◽

Automated Detection ◽

Deep Convolutional Neural Networks

Download Full-text