Constance D. Lehman

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 4

Top Topics

Medical Image Segmentation

Digital Mammograms

Level Set Method

Classification Systems

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Comput. Biol. Medicine

Publications

Shuhang Wang, Vivek Kumar Singh, Eugene Cheah, Xiaohong Wang, Qian Li, Shinn-Huey Chou, Constance D. Lehman, Viksit Kumar, Anthony E. Samir
Stacked dilated convolutions and asymmetric architecture for U-Net-based medical image segmentation. Comput. Biol. Medicine 148 (2022)
Shuhang Wang, Szu-Yeu Hu, Eugene Cheah, Xiaohong Wang, Jingchao Wang, Lei Chen, Masoud Baikpour, Arinc Ozturk, Qian Li, Shinn-Huey Chou, Constance D. Lehman, Viksit Kumar, Anthony E. Samir
U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation. CoRR (2020)
Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson
Expert identification of visual primitives used by CNNs during mammogram classification. Medical Imaging: Computer-Aided Diagnosis (2018)
Jimmy Wu, Diondra Peck, Scott Hsieh, Vandana Dialani, Constance D. Lehman, Bolei Zhou, Vasilis Syrgkanis, Lester W. Mackey, Genevieve Patterson
Expert identification of visual primitives used by CNNs during mammogram classification. CoRR (2018)