Mr. Ian Pan Profile

Ian Pan

at Brigham and Womens Hospital

SPIE Involvement:

Author

Publications (3)

SPIE Journal Paper | 16 November 2022

Efficient labeling of retinal fundus photographs using deep active learning

Samantha Paul, Ian Pan, Warren Sobol

JMI, Vol. 9, Issue 06, 064001, (November 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.6.064001

KEYWORDS: Data modeling, Photography, Binary data, Receivers, Performance modeling, Ophthalmology, Eye models, Visual process modeling, Optical coherence tomography, Statistical modeling

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Proceedings Article | 2 March 2020 Presentation + Paper

A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial

Shruti Jadon, Owen Leary, Ian Pan, Tyler Harder, David Wright, Lisa Merck, Derek Merck

Proceedings Volume 11318, 113180Q (2020) https://doi.org/10.1117/12.2566332

KEYWORDS: Image segmentation, Data modeling, Computed tomography, Binary data, Traumatic brain injury, Brain, 3D modeling, Neuroimaging, Image processing algorithms and systems, Head

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Proceedings Article | 7 August 2019 Presentation + Paper

Application of deep learning techniques for characterization of 3D radiological datasets: a pilot study for detection of intravenous contrast in breast MRI

Krishna Nand Keshavamurthy, Pierre Elnajjar, Amin El-Rowmeim, Hao-Hsin Shih, Ian Pan, Kinh Gian Do, Krishna Juluru

Proceedings Volume 10954, 109540X (2019) https://doi.org/10.1117/12.2513809

KEYWORDS: Magnetic resonance imaging, Breast, 3D scanning, Scanners, 3D image processing, Convolutional neural networks, 3D modeling, Computed tomography, Machine learning, Medical imaging

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