Dr. Fangfang Han Profile

Dr. Fangfang Han

Assistant Professor at Northeastern Univ

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Publications (6)

Proceedings Article | 13 March 2019 Paper

Predicting unnecessary nodule biopsy for a small lung cancer screening dataset by less-abstractive deep features

Fangfang Han, Linkai Yan, Chen Li, Shouliang Qi, William Moore, Zhengrong Liang, Wei Qian

Proceedings Volume 10950, 109503Q (2019) https://doi.org/10.1117/12.2512449

KEYWORDS: Biopsy, Lung cancer, Computed tomography, Medical imaging, Image classification, Convolutional neural networks, Surgery, Lung, Machine learning, Cancer

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Proceedings Article | 3 March 2017 Paper

Risk prediction of small pulmonary nodules based on novel CT image texture markers

Fangfang Han, Bowen Song, He Ma, Wei Qian, Zhengrong Liang

Proceedings Volume 10134, 101343Q (2017) https://doi.org/10.1117/12.2253486

KEYWORDS: Computed tomography, Lung cancer, 3D image processing, Matrices, Image classification, Image analysis, Mathematics

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Proceedings Article | 24 March 2014 Paper

An improved high order texture features extraction method with application to pathological diagnosis of colon lesions for CT colonography

Bowen Song, Guopeng Zhang, Hongbing Lu, Huafeng Wang, Fangfang Han, Wei Zhu, Zhengrong Liang

Proceedings Volume 9035, 90350C (2014) https://doi.org/10.1117/12.2043916

KEYWORDS: 3D image processing, 3D modeling, Feature extraction, Colon, Colorectal cancer, Virtual colonoscopy, Computer aided diagnosis and therapy, Pathology, Computed tomography, Curium

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Proceedings Article | 18 March 2014 Paper

Efficient 3D texture feature extraction from CT images for computer-aided diagnosis of pulmonary nodules

Fangfang Han, Huafeng Wang, Bowen Song, Guopeng Zhang, Hongbing Lu, William Moore, Zhengrong Liang, Hong Zhao

Proceedings Volume 9035, 90352C (2014) https://doi.org/10.1117/12.2043221

KEYWORDS: Principal component analysis, Computed tomography, 3D modeling, Feature extraction, Computer aided diagnosis and therapy, Databases, 3D image processing, Image classification, Chest, Lung

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Proceedings Article | 28 February 2013 Paper

A new 3D texture feature based computer-aided diagnosis approach to differentiate pulmonary nodules

Fangfang Han, Huafeng Wang, Bowen Song, Guopeng Zhang, Hongbing Lu, William Moore, Hong Zhao, Zhengrong Liang

Proceedings Volume 8670, 86702Z (2013) https://doi.org/10.1117/12.2007252

KEYWORDS: Computer aided diagnosis and therapy, Databases, Computed tomography, Lung, 3D image processing, Feature extraction, Image processing, 3D modeling, Matrices, Receivers

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Proceedings Article | 28 February 2013 Paper

A shape constrained MAP-EM algorithm for colorectal segmentation

Huafeng Wang, Lihong Li, Bowen Song, Fangfang Han, Zhengrong Liang

Proceedings Volume 8670, 86702F (2013) https://doi.org/10.1117/12.2008138

KEYWORDS: Image segmentation, Expectation maximization algorithms, Colon, Tissues, Computer aided diagnosis and therapy, Computed tomography, Colorectal cancer, Image processing algorithms and systems, Medical imaging, Solid modeling

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Showing 5 of 6 publications

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