Dr. Ronald M. Summers
Senior Investigator/Staff Radiologist at National Institutes of Health Clinical Ctr
SPIE Involvement:
Conference Program Committee | Editorial Board Member: Journal of Medical Imaging | Author | Instructor
Publications (126)

Proceedings Article | 16 March 2020
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Medicine, Image segmentation, Artificial neural networks, Machine learning, Computed tomography, Artificial intelligence, Radiology, Algorithm development, Spine, Volume segmentation

Proceedings Article | 16 March 2020
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Convolutional neural networks, Tumors, Image segmentation, Computed tomography

Proceedings Article | 16 March 2020
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Chest, Computer aided diagnosis and therapy, Convolutional neural networks, Data modeling, Tissues, Radiography, Bone, Machine learning, Chest imaging, Image quality standards

Proceedings Article | 16 March 2020
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Data modeling, Tumors, Tissues, Magnetic resonance imaging, Image segmentation, 3D modeling, Pancreas, Computed tomography, 3D image processing

Proceedings Article | 16 March 2020
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Image processing algorithms and systems, Chest, Convolutional neural networks, X-rays, Feature extraction, Medical imaging, Machine learning, Image classification, X-ray imaging, Chest imaging

Showing 5 of 126 publications
Proceedings Volume Editor (2)

SPIE Conference Volume | 4 March 2011

SPIE Conference Volume | 9 March 2010

Conference Committee Involvement (26)
Computer-Aided Diagnosis
15 February 2021 | San Diego, California, United States
Computer-Aided Diagnosis
16 February 2020 | Houston, Texas, United States
Computer-Aided Diagnosis
17 February 2019 | San Diego, California, United States
SPIE Medical Imaging
16 February 2019 | San Diego, United States
Computer-Aided Diagnosis
12 February 2018 | Houston, Texas, United States
Showing 5 of 26 Conference Committees
Course Instructor
SC882: Computer-Aided Diagnosis
The interpretation of medical images is expected to benefit from computer technology with advances in CAD. Computer-aided diagnosis (CAD) can be defined as a diagnosis made by a radiologist who uses the output from a computerized analysis of medical images as a second opinion in detecting lesions and in making diagnostic decisions. The final diagnosis is made by the radiologist. Rationale, computerized image analysis methods, evaluation methods, and translational clinical studies of CAD in the detection, diagnosis, and risk assessment of cancer will be reviewed. Specific examples will be presented in breast imaging, thoracic imaging, and colonography.
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