Dr. Janne J. Näppi
Associate Investigator at Massachusetts General Hospital
SPIE Involvement:
Conference Program Committee | Author
Area of Expertise:
computer-aided detection , computer-assisted diagnosis , machine learning , CT colonography , radiomics , breast imaging
Publications (31)

PROCEEDINGS ARTICLE | March 6, 2018
Proc. SPIE. 10579, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications
KEYWORDS: Chest, Feature extraction, Lung, Computed tomography, Pulmonary function tests

PROCEEDINGS ARTICLE | February 28, 2018
Proc. SPIE. 10575, Medical Imaging 2018: Computer-Aided Diagnosis
KEYWORDS: Convolutional neural networks, Feature extraction, Lung, Computed tomography, Performance modeling, Pulmonary function tests

PROCEEDINGS ARTICLE | February 27, 2018
Proc. SPIE. 10575, Medical Imaging 2018: Computer-Aided Diagnosis
KEYWORDS: Computer aided diagnosis and therapy, Cancer, Data modeling, Computing systems, Neural networks, Colorectal cancer, Colon, Network architectures, Computer-aided diagnosis, Virtual colonoscopy

PROCEEDINGS ARTICLE | March 10, 2017
Proc. SPIE. 10132, Medical Imaging 2017: Physics of Medical Imaging
KEYWORDS: Computer aided diagnosis and therapy, CT reconstruction, Visualization, Tissues, Iodine, Image enhancement, Computed tomography, Reconstruction algorithms, Computer aided design, Virtual colonoscopy

PROCEEDINGS ARTICLE | March 3, 2017
Proc. SPIE. 10134, Medical Imaging 2017: Computer-Aided Diagnosis
KEYWORDS: Computer aided diagnosis and therapy, Cancer, Convolutional neural networks, Coating, Feature extraction, Neural networks, Colorectal cancer, Machine learning, Colon, Error control coding, Barium, Computer-aided diagnosis, Virtual colonoscopy

PROCEEDINGS ARTICLE | March 3, 2017
Proc. SPIE. 10134, Medical Imaging 2017: Computer-Aided Diagnosis
KEYWORDS: Endoscopy, Image compression, Tissues, Image segmentation, Medical imaging, Multispectral imaging, Neural networks, Computed tomography, Image classification, Colon, RGB color model, Virtual colonoscopy

Showing 5 of 31 publications
Conference Committee Involvement (15)
Computer-Aided Diagnosis
16 February 2019 | San Diego, California, United States
Computer-Aided Diagnosis
12 February 2018 | Houston, Texas, United States
Computer-Aided Diagnosis Posters
13 February 2017 | Orlando, FL, United States
Computer-Aided Diagnosis
13 February 2017 | Orlando, Florida, United States
Computer-Aided Diagnosis
28 February 2016 | San Diego, California, United States
Showing 5 of 15 published special sections
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