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Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.

K. Cha, N. Petrick, A. Pezeshk, C. Graff, D. Sharma, A. Badal, A. Badano, and B. Sahiner. Medical Imaging: Computer-Aided Diagnosis, volume 10950 of SPIE Proceedings, page 1095004. SPIE, (2019)

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H. Binz

H. Bungartz

H. Binz

Swetaki Chatterjee University of Stuttgart

Indrajit Chakraborty University of Stuttgart

Other publications of authors with the same name

Reference state estimation of breast computed tomography for registration with digital mammography.R. Samala, H. Chan, L. Hadjiiski, R. Ning, K. Cha, and M. Helvie. Medical Imaging: Computer-Aided Diagnosis, volume 9785 of SPIE Proceedings, page 97851U. SPIE, (2016)Automatic detection of ureter lesions in CT urography.T. Exell, L. Hadjiiski, H. Chan, K. Cha, E. Caoili, R. Cohan, J. Wei, and C. Zhou. Medical Imaging: Computer-Aided Diagnosis, volume 9785 of SPIE Proceedings, page 97851O. SPIE, (2016)Mammographic Image Conversion Between Source and Target Acquisition Systems Using cGAN.Z. Ghanian, A. Badal, K. Cha, M. Farhangi, N. Petrick, and B. Sahiner. MLMI@MICCAI, volume 12436 of Lecture Notes in Computer Science, page 523-531. Springer, (2020)Deep learning based bladder cancer treatment response assessment.E. Wu, L. Hadjiiski, R. Samala, H. Chan, K. Cha, C. Richter, R. Cohan, E. Caoili, C. Paramagul, A. Alva and 1 other author(s). Medical Imaging: Computer-Aided Diagnosis, volume 10950 of SPIE Proceedings, page 109503D. SPIE, (2019)Reducing overfitting of a deep learning breast mass detection algorithm in mammography using synthetic images.K. Cha, N. Petrick, A. Pezeshk, C. Graff, D. Sharma, A. Badal, A. Badano, and B. Sahiner. Medical Imaging: Computer-Aided Diagnosis, volume 10950 of SPIE Proceedings, page 1095004. SPIE, (2019)2D and 3D bladder segmentation using U-Net-based deep-learning.X. Ma, L. Hadjiiski, J. Wei, H. Chan, K. Cha, R. Cohan, E. Caoili, R. Samala, C. Zhou, and Y. Lu. Medical Imaging: Computer-Aided Diagnosis, volume 10950 of SPIE Proceedings, page 109500Y. SPIE, (2019)Radiomics biomarkers for accurate tumor progression prediction of oropharyngeal cancer.L. Hadjiiski, H. Chan, K. Cha, A. Srinivasan, J. Wei, C. Zhou, M. Prince, and S. Papagerakis. Medical Imaging: Computer-Aided Diagnosis, volume 10134 of SPIE Proceedings, page 101341Z. SPIE, (2017)Automatic staging of bladder cancer on CT urography.S. Garapati, L. Hadjiiski, K. Cha, H. Chan, E. Caoili, R. Cohan, A. Weizer, A. Alva, C. Paramagul, J. Wei and 1 other author(s). Medical Imaging: Computer-Aided Diagnosis, volume 9785 of SPIE Proceedings, page 97851G. SPIE, (2016)Computer-aided detection of bladder mass within contrast-enhanced region of CTU.K. Cha, L. Hadjiiski, H. Chan, E. Caoili, R. Cohan, and C. Zhou. Medical Imaging: Computer-Aided Diagnosis, volume 9414 of SPIE Proceedings, page 94141Q. SPIE, (2015)Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure.K. Cha, L. Hadjiiski, H. Chan, R. Cohan, E. Caoili, and C. Zhou. Medical Imaging: Computer-Aided Diagnosis, volume 9035 of SPIE Proceedings, page 90352P. SPIE, (2014)