Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part III
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Chapter and Conference Paper
Learning Sequential Information in Task-Based fMRI for Synthetic Data Augmentation
Insufficiency of training data is a persistent issue in medical image analysis, especially for task-based functional magnetic resonance images (fMRI) with spatio-temporal imaging data acquired using specific c...
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Chapter and Conference Paper
Atlas-Based Semantic Segmentation of Prostate Zones
Segmentation of the prostate into specific anatomical zones is important for radiological assessment of prostate cancer in magnetic resonance imaging (MRI). Of particular interest is segmenting the prostate i...
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Chapter and Conference Paper
Momentum Contrastive Voxel-Wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation
Contrastive learning (CL) aims to learn useful representation without relying on expert annotations in the context of medical image segmentation. Existing approaches mainly contrast a single positive vector (i.e.
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Article
Open AccessThe cavernous carotid inferolateral trunk and persistent primitive maxillary arteries: analysis of dissected arterially injected fetal specimens and high-resolution micro-CT of the dog’s anastomotic arteries
The presence of a persistent primitive maxillary artery is described in the literature dealing with the development of the cavernous carotid inferolateral trunk, and the relevant similarities of the cranial ci...
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Reference Work Entry In depth
Diffusion Tensor Magnetic Resonance Imaging
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Article
Automated detection and delineation of hepatocellular carcinoma on multiphasic contrast-enhanced MRI using deep learning
Liver Imaging Reporting and Data System (LI-RADS) uses multiphasic contrast-enhanced imaging for hepatocellular carcinoma (HCC) diagnosis. The goal of this feasibility study was to establish a proof-of-princip...
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Article
Open AccessRegional myocardial strain analysis via 2D speckle tracking echocardiography: validation with sonomicrometry and correlation with regional blood flow in the presence of graded coronary stenoses and dobutamine stress
Quantitative regional strain analysis by speckle tracking echocardiography (STE) may be particularly useful in the assessment of myocardial ischemia and viability, although reliable measurement of regional str...
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Book and Conference Proceedings
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Chapter and Conference Paper
Leukemic B-Lymphoblast Cell Detection with Monte Carlo Dropout Ensemble Models
Automatic detection of Leukemic B-lymphoblast cells from normal cells is both crucial and difficult with subject variability being a major obstacle. While deep learning models are widely adopted in image recog...
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Chapter and Conference Paper
Correction to: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
For chapter 45:
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Book and Conference Proceedings
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part I
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Book and Conference Proceedings
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part VI
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Book and Conference Proceedings
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part II
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Book and Conference Proceedings
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V
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Book and Conference Proceedings
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV
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Article
Aspm knockout ferret reveals an evolutionary mechanism governing cerebral cortical size
The human cerebral cortex is distinguished by its large size and abundant gyrification, or folding. However, the evolutionary mechanisms that drive cortical size and structure are unknown. Although genes that ...
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Article
Assessment of a modified technique for air delivery during fluoroscopic-monitored pneumatic intussusception reduction
Intussusception is one of the most common causes of acute abdominal emergency in children. Image-monitored pressure reduction is the first line of treatment.
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Chapter and Conference Paper
MRI-TRUS Image Synthesis with Application to Image-Guided Prostate Intervention
Accurate and robust fusion of pre-procedure magnetic resonance imaging (MRI) to intra-procedure trans-rectal ultrasound (TRUS) imaging is necessary for image-guided prostate cancer biopsy procedures. The curre...
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Chapter and Conference Paper
Segmenting the Brain Surface from CT Images with Artifacts Using Dictionary Learning for Non-rigid MR-CT Registration
This paper presents a dictionary learning-based method to segment the brain surface in post-surgical CT images of epilepsy patients following surgical implantation of electrodes. Using the electrodes identifie...
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Chapter and Conference Paper
Semi-supervised Learning of Nonrigid Deformations for Image Registration
The existence of large medical image databases have made large amounts of neuroimaging data accessible and freely available to the research community. In this paper, we harness both the vast quantity of unlabe...
