Landman, Bennett A.

Distributed deep learning across multisite datasets for generalized CT hemorrhage segmentation

Remedios, S. W., Roy, S., Bermudez, C., Patel, M. B., Butman, J. A., Landman, B. A., & Pham, D. L. (2020) · Medical Physics

Medical Image Segmentation TechniquesDomain Adaptation and Few-Shot Learning

Cited by 37

Coronary calcium detection using 3D attention identical dual deep network based on weakly supervised learning

Huo, Y., Terry, J. G., Wang, J., Nath, V., Bermudez, C., Bao, S., Parvathaneni, P., Carr, J. J., & Landman, B. A. (2019) · Medical Imaging 2019: Image Processing

Cardiac Imaging and DiagnosticsCOVID-19 diagnosis using AI

Cited by 22

Federated Gradient Averaging for Multi-Site Training with Momentum-Based Optimizers

Remedios, S. W., Butman, J. A., Landman, B. A., & Pham, D. L. (2020) · Lecture Notes in Computer Science

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 19

Default mode network connectivity and cognition in the aging brain: the effects of age, sex, and APOE genotype.

Shafer, A. T., Beason-Held, L., An, Y., Williams, O. A., Huo, Y., Landman, B. A., Caffo, B. S., & Resnick, S. M. (2021) · Neurobiology of Aging

Functional Brain Connectivity StudiesDementia and Cognitive Impairment Research

Cited by 16

BIAS: Transparent reporting of biomedical image analysis challenges

Maier-Hein, L., Reinke, A., Kozubek, M., Martel, A. L., Arbel, T., Eisenmann, M., Hanbury, A., Jannin, P., Müller, H., Onogur, S., et al. (2020) · Medical Image Analysis

Medical Image Segmentation TechniquesCell Image Analysis Techniques

Cited by 9

Communication-efficient federated learning for multi-institutional medical image classification

Zhou, S., Landman, B., Huo, Y., & Gokhale, A. (2022) · Medical Imaging 2022: Imaging Informatics for Healthcare, Research, and Applications

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 7