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Video-based surgical skill assessment using 3D convolutional neural networks

International journal for computer assisted radiology and surgery, 2019-07, Vol.14 (7), p.1217-1225

2019

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Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy

International journal for computer assisted radiology and surgery, 2019-07, Vol.14 (7), p.1167-1176

2019

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Pedicle screw navigation using surface digitization on the Microsoft HoloLens

International journal for computer assisted radiology and surgery, 2019-07, Vol.14 (7), p.1157-1165

2019

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Automated detection of COVID-19 using ensemble of transfer learning with deep convolutional neural network based on CT scans

International journal for computer assisted radiology and surgery, 2021-01, Vol.16 (1), p.115-123

2021

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Toward embedded detection of polyps in WCE images for early diagnosis of colorectal cancer

International journal for computer assisted radiology and surgery, 2014-03, Vol.9 (2), p.283-293

2014

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Automatic 3D liver location and segmentation via convolutional neural network and graph cut

International journal for computer assisted radiology and surgery, 2017-02, Vol.12 (2), p.171-182

2017

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Pulmonary nodule classification with deep residual networks

International journal for computer assisted radiology and surgery, 2017-10, Vol.12 (10), p.1799-1808

2017

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Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images

International journal for computer assisted radiology and surgery, 2018-12, Vol.13 (12), p.1895-1903

2018

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Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery

International journal for computer assisted radiology and surgery, 2018-12, Vol.13 (12), p.1959-1970

2018

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Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos

International journal for computer assisted radiology and surgery, 2019-06, Vol.14 (6), p.1059-1067

2019

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Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

International journal for computer assisted radiology and surgery, 2017-02, Vol.12 (2), p.183-203

2017

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Deep learning to segment pelvic bones: large-scale CT datasets and baseline models

International journal for computer assisted radiology and surgery, 2021-05, Vol.16 (5), p.749-756

2021

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Head-mounted display augmented reality to guide pedicle screw placement utilizing computed tomography

International journal for computer assisted radiology and surgery, 2019-03, Vol.14 (3), p.525-535

2019

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Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions

International journal for computer assisted radiology and surgery, 2016-04, Vol.11 (4), p.553-568

2016

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Agile convolutional neural network for pulmonary nodule classification using CT images

International journal for computer assisted radiology and surgery, 2018-04, Vol.13 (4), p.585-595

2018

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Learning deep similarity metric for 3D MR–TRUS image registration

International journal for computer assisted radiology and surgery, 2019-03, Vol.14 (3), p.417-425

2019

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A review on lung boundary detection in chest X-rays

International journal for computer assisted radiology and surgery, 2019-04, Vol.14 (4), p.563-576

2019

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DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images

International journal for computer assisted radiology and surgery, 2020-06, Vol.15 (6), p.909-920

2020

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Deep learning for automated cerebral aneurysm detection on computed tomography images

International journal for computer assisted radiology and surgery, 2020-04, Vol.15 (4), p.715-723

2020

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Video and accelerometer-based motion analysis for automated surgical skills assessment

International journal for computer assisted radiology and surgery, 2018-03, Vol.13 (3), p.443-455

2018

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Two-stage ultrasound image segmentation using U-Net and test time augmentation

International journal for computer assisted radiology and surgery, 2020-06, Vol.15 (6), p.981-988

2020

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Automated surgical skill assessment in RMIS training

International journal for computer assisted radiology and surgery, 2018-05, Vol.13 (5), p.731-739

2018

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Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

International journal for computer assisted radiology and surgery, 2017-11, Vol.12 (11), p.1895-1910

2017

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Automatic abdominal multi-organ segmentation using deep convolutional neural network and time-implicit level sets

International journal for computer assisted radiology and surgery, 2017-03, Vol.12 (3), p.399-411

2017

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Exploiting the potential of unlabeled endoscopic video data with self-supervised learning

International journal for computer assisted radiology and surgery, 2018-06, Vol.13 (6), p.925-933

2018

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Video-based surgical skill assessment using 3D convolutional neural networks

Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy

Pedicle screw navigation using surface digitization on the Microsoft HoloLens

Automated detection of COVID-19 using ensemble of transfer learning with deep convolutional neural network based on CT scans

Toward embedded detection of polyps in WCE images for early diagnosis of colorectal cancer

Automatic 3D liver location and segmentation via convolutional neural network and graph cut

Pulmonary nodule classification with deep residual networks

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images

Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery

Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos

Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

Deep learning to segment pelvic bones: large-scale CT datasets and baseline models

Head-mounted display augmented reality to guide pedicle screw placement utilizing computed tomography

Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions

Agile convolutional neural network for pulmonary nodule classification using CT images

Learning deep similarity metric for 3D MR–TRUS image registration

A review on lung boundary detection in chest X-rays

DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images

Deep learning for automated cerebral aneurysm detection on computed tomography images

Video and accelerometer-based motion analysis for automated surgical skills assessment

Two-stage ultrasound image segmentation using U-Net and test time augmentation

Automated surgical skill assessment in RMIS training

Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

Automatic abdominal multi-organ segmentation using deep convolutional neural network and time-implicit level sets

Exploiting the potential of unlabeled endoscopic video data with self-supervised learning

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