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 Presentation + Paper
Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis
KEYWORDS: Spine, Image segmentation, Computed tomography, Algorithm development, Radiology, Medicine, Machine learning, Artificial intelligence, Artificial neural networks, Volume segmentation

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

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

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

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

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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