Publications

Here is the list of selected publications, for the list of full publications, see here.

Journals

Deep feature classification of angiomyolipoma without visible fat and renal cell carcinoma in abdominal contrast-enhanced CT images with texture image patches and hand-crafted feature concatenation
Hansang Lee, Helen Hong, Junmo Kim, and Dae Chul Jung
Medical Physics, Vol. 45, No. 4, pp. 1550-1561, April 2018.
[Paper (Wiley)]

Differentiation of fat-poor angiomyolipoma from clear cell renal cell carcinoma in contrast-enhanced MDCT images using quantitative feature classification
Han Sang Lee, Helen Hong, Dae Chul Jung, Seunghyun Park, and Junmo Kim
Medical Physics, Vol. 44, No. 7, pp. 3604-3614, July 2017.
[Paper (Wiley)]

Conferences (Proceedings)

BCD-Net: A novel method for cartilage segmentation of knee MRI via deep segmentation networks with bone-cartilage-complex modeling
Hansang Lee, Helen Hong, and Junmo Kim
ISBI 2018, Washington D.C., USA, April 4 – 7, 2018.
In Proc. of the 15th IEEE International Symposium on Biomedical Imaging (ISBI 2018), pp.1538-1541, 2018.
[Paper (IEEEXplore)*Oral presentation

Cephalometric landmark detection in dental X-ray images using convolutional neural networks
Hansang Lee
, Minseok Park, and Junmo Kim
SPIE Medical Imaging 2017, Orlando, FL, USA, February 11 – 16, 2017.
The Computer-Aided Diagnosis (CAD) Conference at the SPIE Medical Imaging Symposium 2017 (SPIE MI 2017)
[Paper (SPIE)*Oral presentation

Contextual convolutional neural networks for lung nodule classification using Gaussian weighted average image patches
Haeil Lee*, Hansang Lee*, Minseok Park, and Junmo Kim
SPIE Medical Imaging 2017, Orlando, FL, USA, February 11 – 16, 2017.
The Computer-Aided Diagnosis (CAD) Conference at the SPIE Medical Imaging Symposium 2017 (SPIE MI 2017)
[Paper (SPIE)*Oral presentation

Plankton classification on imbalanced large scale database via convolutional neural networks with transfer learning
Hansang Lee, Minseok Park, and Junmo Kim
ICIP 2016, Pheonix, AZ, USA, Sep. 25 – 28, 2016.
In Proc. of the 23rd IEEE International Conference on Image Processing (ICIP 2016), pp.3713-3717, 2016.
[Paper (IEEEXplore)*SPS Travel Grant Award

Conferences (Abstracts)

Quantitative texture classification for differentiating fat-poor angiomyolipoma from renal cell carcinoma: Development of feature classification in MDCT images
Han Sang Lee, Helen Hong, Dae Chul Jung, Seung Hyun Park, and Junmo Kim
RSNA 2016, Chicago, IL, USA, Nov. 27 – Dec. 2, 2016.
The 102nd Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2016)
[Abstract] *Oral presentation

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