Dr. Caifeng Shan Profile

Dr. Caifeng Shan

at Philips Research

SPIE Involvement:

Author

Publications (8)

Proceedings Article | 15 February 2021 Presentation + Paper

Hyperspectral imaging for tissue classification in glioblastoma tumor patients: a deep spectral-spatial approach

Francesca Manni, Chuchen Cai, Fons van der Sommen, Svitlana Zinger, Caifeng Shan, Erik Edström, Adrian Elmi-Terander, Himar Fabelo, Samuel Ortega, Gustavo Callicó, Peter H. de With

Proceedings Volume 11598, 1159810 (2021) https://doi.org/10.1117/12.2580158

KEYWORDS: Tumors, Hyperspectral imaging, Tissue optics, Tissues, Surgery, Statistical analysis, Optical imaging, In vivo imaging, Image classification, Brain

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Proceedings Article | 16 March 2020 Paper

Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs

Yue Sun, Deedee Kommers, Tao Tan, Wenjin Wang, Xi Long, Caifeng Shan, Carola van Pul, Ronald Aarts, Peter Andriessen, Peter H. de With

Proceedings Volume 11314, 113144B (2020) https://doi.org/10.1117/12.2549250

KEYWORDS: Video, Time-frequency analysis, Motion estimation, Optical flow, Signal processing, Convolutional neural networks, Image classification, Motion analysis, Image processing

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Proceedings Article | 16 March 2020 Paper

Feasibility study of catheter segmentation in 3D Frustum ultrasounds by DCNN

Lan Min, Hongxu Yang, Caifeng Shan, Alexander Kolen, Peter H. de With

Proceedings Volume 11315, 1131521 (2020) https://doi.org/10.1117/12.2549084

KEYWORDS: Image segmentation, 3D image processing, Ultrasonography, 3D acquisition, Image filtering, Therapeutics, Binary data, Computer programming, Cardiac catheterization, Surgery

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Proceedings Article | 16 March 2020 Paper

Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy

Marco Lai, Simon Skyrman, Caifeng Shan, Elvira Paulussen, Francesca Manni, Akash Swamy, Drazenko Babic, Erik Edstrom, Oscar Persson, Gustav Burstrom, Adrian Elmi-Terander, Benno H. Hendriks, Peter H. de With

Proceedings Volume 11315, 113151X (2020) https://doi.org/10.1117/12.2548754

KEYWORDS: Brain, Tissues, Hyperspectral imaging, Tissue optics, Neuroimaging, Tumors, Sensors, Diffuse reflectance spectroscopy, Surgery, Imaging systems

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Proceedings Article | 8 March 2019 Paper

Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging

Francesca Manni, Fons van der Sommen, Sveta Zinger, Esther Kho, Susan Brouwer de Koning, Theo Ruers, Caifeng Shan, Jean Schleipen, Peter H. de With

Proceedings Volume 10951, 109512K (2019) https://doi.org/10.1117/12.2512238

KEYWORDS: Tumors, Cancer, Tissues, Hyperspectral imaging, Image segmentation, Image classification, Tongue, Visualization, Reflectivity, Pathology

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Proceedings Article | 8 March 2019 Paper

Image fusion on the endoscopic view for endo-nasal skull-base surgery

Marco Lai, Caifeng Shan, Drazenko Babic, Robert Homan, Adrian Elmi Terander, Erik Edstrom, Oscar Persson, Gustav Burstrom, Peter H. de With

Proceedings Volume 10951, 109511D (2019) https://doi.org/10.1117/12.2512734

KEYWORDS: Endoscopy, Endoscopes, Image fusion, Calibration, Surgery, Navigation systems, Optical tracking

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SPIE Journal Paper | 14 January 2019 Open Access

Catheter segmentation in three-dimensional ultrasound images by feature fusion and model fitting

Hongxu Yang, Caifeng Shan, Arash Pourtaherian, Alexander F. Kolen, Peter H. N. de With

JMI, Vol. 6, Issue 01, 015001, (January 2019) https://doi.org/10.1117/12.10.1117/1.JMI.6.1.015001

KEYWORDS: Image segmentation, 3D image processing, 3D modeling, Image fusion, Ultrasonography, Heart, Surgery, Visualization, Tissues, Image classification

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Proceedings Article | 13 March 2018 Presentation + Paper

Feature study on catheter detection in three-dimensional ultrasound

Hongxu Yang, Arash Pourtaherian, Caifeng Shan, Alexander Kolen, Peter H. de With

Proceedings Volume 10576, 105760V (2018) https://doi.org/10.1117/12.2293099

KEYWORDS: 3D image processing, Ultrasonography, Heart, In vitro testing, Machine learning, Cardiac catheterization, Image filtering

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Showing 5 of 8 publications

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