Radiology

Diagnostic Radiology

Latest AI and machine learning research in diagnostic radiology for healthcare professionals.

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[Research progress in medical imaging based on deep learning of neural network].

The development of computer hardware allows rapid accumulation of medical imaging data. Deep learnin...

Jul 2019 31288331
The Artificial Intelligence-Enabled Medical Imaging: Today and Its Future.

Medical imaging is now being reshaped by artificial intelligence (AI) and progressing rapidly toward...

Jun 2019 31315746
Collaborations of Industry, Academia, Research and Application Improve the Healthy Development of Medical Imaging Artificial Intelligence Industry in China.

In recent years, artificial intelligence (AI) has developed rapidly in the field of medical imaging....

Jun 2019 31315748
Artificial intelligence at the intersection of pathology and radiology in prostate cancer.

Pathologic grading plays a key role in prostate cancer risk stratification and treatment selection, ...

May 2019 31063138
Integrating an Ontology of Radiology Differential Diagnosis with ICD-10-CM, RadLex, and SNOMED CT.

An ontology offers a human-readable and machine-computable representation of the concepts in a domai...

Apr 2019 30706210
Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning.

Recent studies have shown promising results in using Deep Learning to detect malignancy in whole sli...

Mar 2019 31028058
Integrating ontologies of human diseases, phenotypes, and radiological diagnosis.

Mappings between ontologies enable reuse and interoperability of biomedical knowledge. The Radiology...

Feb 2019 30624645
Artificial Intelligence and Radiology in Singapore: Championing a New Age of Augmented Imaging for Unsurpassed Patient Care.

Artificial intelligence (AI) has been positioned as being the most important recent advancement in r...

Jan 2019 30788490
Artificial intelligence, machine learning, computer-aided diagnosis, and radiomics: advances in imaging towards to precision medicine.

The discipline of radiology and diagnostic imaging has evolved greatly in recent years. We have obse...

Jan 2019 32047333
Machine learning: from radiomics to discovery and routine.

Machine learning is rapidly gaining importance in radiology. It allows for the exploitation of patte...

Nov 2018 29922965
Proposing New RadLex Terms by Analyzing Free-Text Mammography Reports.

After years of development, the RadLex terminology contains a large set of controlled terms for the ...

Oct 2018 29560542
MABAL: a Novel Deep-Learning Architecture for Machine-Assisted Bone Age Labeling.

Bone age assessment (BAA) is a commonly performed diagnostic study in pediatric radiology to assess ...

Aug 2018 29404850
Artificial intelligence in radiology.

Artificial intelligence (AI) algorithms, particularly deep learning, have demonstrated remarkable pr...

Aug 2018 29777175
Image Reconstruction is a New Frontier of Machine Learning.

Over past several years, machine learning, or more generally artificial intelligence, has generated ...

Jun 2018 29870359
Automated Radiology Report Summarization Using an Open-Source Natural Language Processing Pipeline.

Diagnostic radiologists are expected to review and assimilate findings from prior studies when const...

Apr 2018 29086081
Role of Big Data and Machine Learning in Diagnostic Decision Support in Radiology.

The field of diagnostic decision support in radiology is undergoing rapid transformation with the av...

Mar 2018 29502585
Simulation and Synthesis in Medical Imaging.

This editorial introduces the Special Issue on Simulation and Synthesis in Medical Imaging. In this ...

Mar 2018 30253380
Using Natural Language Processing of Free-Text Radiology Reports to Identify Type 1 Modic Endplate Changes.

Electronic medical record (EMR) systems provide easy access to radiology reports and offer great pot...

Feb 2018 28808792
Radiology and Enterprise Medical Imaging Extensions (REMIX).

Radiology and Enterprise Medical Imaging Extensions (REMIX) is a platform originally designed to bot...

Feb 2018 28840365
Imaging Intelligence: AI Is Transforming Medical Imaging Across the Imaging Spectrum.

Artificial intelligence (AI) and machine learning (ML) have influenced medicine in myriad ways, and ...

Jan 2018 30273136
Deep Learning Role in Early Diagnosis of Prostate Cancer.

The objective of this work is to develop a computer-aided diagnostic system for early diagnosis of p...

Jan 2018 29804518
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