Prof. David H. Kim Profile

Prof. David H. Kim

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Publications (3)

Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Uncertainty quantification in 3D deep learning for detecting serrated polyps in CT colonography

Janne Näppi, Perry Pickhardt, David Kim, Hiroyuki Yoshida

Proceedings Volume 12037, 120370T (2022) https://doi.org/10.1117/12.2612637

KEYWORDS: Virtual colonoscopy, Artificial intelligence, 3D modeling, Convolution, Colorectal cancer, Cancer, Performance modeling, Error control coding, Data modeling, 3D image processing

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Proceedings Article | 15 February 2021 Presentation + Paper

3D deep learning for computer-aided detection of serrated polyps in CT colonography

Janne Näppi, Tomoki Uemura, Perry Pickhardt, David Kim, Hiroyuki Yoshida

Proceedings Volume 11597, 115970I (2021) https://doi.org/10.1117/12.2581776

KEYWORDS: Virtual colonoscopy, Computer-aided diagnosis, Colorectal cancer, Error control coding, Computer aided diagnosis and therapy, Cancer, Coating, Image resolution, Computed tomography, 3D image processing

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Proceedings Article | 3 March 2017 Presentation + Paper

Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography

Janne Näppi, Perry Pickhardt, David Kim, Toru Hironaka, Hiroyuki Yoshida

Proceedings Volume 10134, 101340H (2017) https://doi.org/10.1117/12.2255634

KEYWORDS: Computer aided diagnosis and therapy, Computer-aided diagnosis, Virtual colonoscopy, Colon, Coating, Neural networks, Colorectal cancer, Feature extraction, Machine learning, Error control coding, Barium, Cancer, Convolutional neural networks

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