Urinary Stone Detection on CT Images Using Deep Convolutional Neural Networks: Evaluation of Model Performance and Generalization

Radiology Artificial Intelligence ◽

10.1148/ryai.2019180066 ◽

2019 ◽

Vol 1 (4) ◽

pp. e180066 ◽

Author(s):

Anushri Parakh ◽

Hyunkwang Lee ◽

Jeong Hyun Lee ◽

Brian H. Eisner ◽

Dushyant V. Sahani ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Model Performance ◽

Urinary Stone ◽

Ct Images ◽

Deep Convolutional Neural Networks ◽

Stone Detection

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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 ◽

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 ◽

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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 ◽

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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

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Opportunistic osteoporosis screening in multi-detector CT images using deep convolutional neural networks

European Radiology ◽

10.1007/s00330-020-07312-8 ◽

2020 ◽

Author(s):

Yijie Fang ◽

Wei Li ◽

Xiaojun Chen ◽

Keming Chen ◽

Han Kang ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ct Images ◽

Deep Convolutional Neural Networks ◽

Osteoporosis Screening

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Lung nodule detection in CT images using deep convolutional neural networks

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727205 ◽

2016 ◽

Author(s):

Rotem Golan ◽

Christian Jacob ◽

Jorg Denzinger

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lung Nodule ◽

Ct Images ◽

Deep Convolutional Neural Networks ◽

Lung Nodule Detection ◽

Nodule Detection

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Treatment Response Prediction of Hepatocellular Carcinoma Patients from Abdominal CT Images with Deep Convolutional Neural Networks

Predictive Intelligence in Medicine - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32281-6_18 ◽

2019 ◽

pp. 168-176

Author(s):

Hansang Lee ◽

Helen Hong ◽

Jinsil Seong ◽

Jin Sung Kim ◽

Junmo Kim

Keyword(s):

Hepatocellular Carcinoma ◽

Neural Networks ◽

Treatment Response ◽

Convolutional Neural Networks ◽

Response Prediction ◽

Ct Images ◽

Deep Convolutional Neural Networks ◽

Abdominal Ct ◽

Treatment Response Prediction

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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 ◽

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 ◽

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Ground-glass nodule classification with multiple 2.5-dimensional deep convolutional neural networks in chest CT images

International Forum on Medical Imaging in Asia 2019 ◽

10.1117/12.2523715 ◽

2019 ◽

Author(s):

So Hyun Byun ◽

Julip Jung ◽

Helen Hong ◽

Yong Sub Song ◽

Hyungjin Kim ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Ct Images ◽

Chest Ct ◽

Ground Glass ◽

Deep Convolutional Neural Networks ◽

Ground Glass Nodule ◽

Nodule Classification

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Automated pulmonary nodule detection in CT images using deep convolutional neural networks

Pattern Recognition ◽

10.1016/j.patcog.2018.07.031 ◽

2019 ◽

Vol 85 ◽

pp. 109-119 ◽

Author(s):

Hongtao Xie ◽

Dongbao Yang ◽

Nannan Sun ◽

Zhineng Chen ◽

Yongdong Zhang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Pulmonary Nodule ◽

Ct Images ◽

Deep Convolutional Neural Networks ◽

Nodule Detection ◽

Pulmonary Nodule Detection

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Zero-Echo-Time and Dixon Deep Pseudo-CT (ZeDD CT): Direct Generation of Pseudo-CT Images for Pelvic PET/MRI Attenuation Correction Using Deep Convolutional Neural Networks with Multiparametric MRI

Journal of Nuclear Medicine ◽

10.2967/jnumed.117.198051 ◽

2017 ◽

Vol 59 (5) ◽

pp. 852-858 ◽

Author(s):

Andrew P. Leynes ◽

Jaewon Yang ◽

Florian Wiesinger ◽

Sandeep S. Kaushik ◽

Dattesh D. Shanbhag ◽

...

Keyword(s):

Neural Networks ◽

Attenuation Correction ◽

Convolutional Neural Networks ◽

Ct Images ◽

Multiparametric Mri ◽

Deep Convolutional Neural Networks ◽

Echo Time ◽

Direct Generation

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