AIMC Topic: Diagnostic Imaging
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Collaborations of Industry, Academia, Research and Application Improve the Healthy Development of Medical Imaging Artificial Intelligence Industry in China.
Chinese medical sciences journal = Chung-kuo i hsueh k'o hsueh tsa chih
Jun 30, 2019
In recent years, artificial intelligence (AI) has developed rapidly in the field of medical imaging. However, the collaborations among hospitals, research institutes and enterprises are insufficient at the present, and there are various issues in tec...
The Artificial Intelligence-Enabled Medical Imaging: Today and Its Future.
Chinese medical sciences journal = Chung-kuo i hsueh k'o hsueh tsa chih
Jun 30, 2019
Medical imaging is now being reshaped by artificial intelligence (AI) and progressing rapidly toward future. In this article, we review the recent progress of AI-enabled medical imaging. Firstly, we briefly review the background about AI in its way o...
Artificial Intelligence in Medical Imaging.
Radiologic technology
May 1, 2019
Artificial intelligence (AI) has existed for decades and continues to evolve as technology advances. In health care, AI can be used to simplify the check-in process for patients, make patient records more efficient, monitor disease, aid diagnosis, as...
Machine Learning and Deep Neural Networks in Thoracic and Cardiovascular Imaging.
Journal of thoracic imaging
May 1, 2019
Advances in technology have always had the potential and opportunity to shape the practice of medicine, and in no medical specialty has technology been more rapidly embraced and adopted than radiology. Machine learning and deep neural networks promis...
Leveraging machine vision in cell-based diagnostics to do more with less.
Nature materials
May 1, 2019
Software
Algorithms
Phenotype
Neural Networks, Computer
Machine Learning
Diagnosis, Computer-Assisted
Single-Cell Analysis
Image Processing, Computer-Assisted
Biomarkers
Precision Medicine
Prognosis
Humans
Cytological Techniques
Microfluidics
Diagnostic Imaging
Diagnostic Techniques and Procedures
Biopsy
3Dscript: animating 3D/4D microscopy data using a natural-language-based syntax.
Nature methods
Apr 1, 2019
Integrating an Ontology of Radiology Differential Diagnosis with ICD-10-CM, RadLex, and SNOMED CT.
Journal of digital imaging
Apr 1, 2019
An ontology offers a human-readable and machine-computable representation of the concepts in a domain and the relationships among them. Mappings between ontologies enable the reuse and interoperability of biomedical knowledge. We sought to map concep...
Artificial intelligence in medical imaging of the liver.
World journal of gastroenterology
Feb 14, 2019
Artificial intelligence (AI), particularly deep learning algorithms, is gaining extensive attention for its excellent performance in image-recognition tasks. They can automatically make a quantitative assessment of complex medical image characteristi...
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks.
IEEE transactions on medical imaging
Feb 1, 2019
In a wide range of semantic segmentation tasks, fully convolutional neural networks (F-CNNs) have been successfully leveraged to achieve the state-of-the-art performance. Architectural innovations of F-CNNs have mainly been on improving spatial encod...
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