Hager, Gregory D.

Temporal Convolutional Networks for Action Segmentation and Detection

Lea, C., Flynn, M. D., Vidal, R., Reiter, A., & Hager, G. D. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Human Pose and Action RecognitionHand Gesture Recognition Systems

Cited by 2,238

Efficient region tracking with parametric models of geometry and illumination

Hager, G. D., & Belhumeur, P. N. (1998) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Video Surveillance and Tracking MethodsAdvanced Vision and Imaging

Cited by 1,066

Large-scale pancreatic cancer detection via non-contrast CT and deep learning

Cao, K., Xia, Y., Yao, J., Han, X., Lambert, L., Zhang, T., Tang, W., Jin, G., Jiang, H., Fang, X., et al. (2023) · Nature Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 358

Deep learning: RNNs and LSTM

DiPietro, R., & Hager, G. D. (2020) · Handbook of Medical Image Computing and Computer Assisted Intervention

Neural Networks and ApplicationsHydrological Forecasting Using AI

Cited by 293

Towards automatic skill evaluation: Detection and segmentation of robot-assisted surgical motions

Lin, H. C., Shafran, I., Yuh, D., & Hager, G. D. (2006) · Computer Aided Surgery

Surgical Simulation and TrainingHand Gesture Recognition Systems

Cited by 254

Segmental Spatiotemporal CNNs for Fine-Grained Action Segmentation

Lea, C., Reiter, A., Vidal, R., & Hager, G. D. (2016) · Lecture Notes in Computer Science

Human Pose and Action RecognitionHand Gesture Recognition Systems

Cited by 246

Development and application of a new steady-hand manipulator for retinal surgery

Mitchell, B., Koo, J., Iordachita, I., Kazanzides, P., Kapoor, A., Handa, J., Hager, G., & Taylor, R. (2007) · Proceedings 2007 IEEE International Conference on Robotics and Automation

Teleoperation and Haptic SystemsRetinal and Macular Surgery

Cited by 174

On the use of simulation in robotics: Opportunities, challenges, and suggestions for moving forward

Choi, H., Crump, C., Duriez, C., Elmquist, A., Hager, G., Han, D., Hearl, F., Hodgins, J., Jain, A., Leve, F., et al. (2021) · Proceedings of the National Academy of Sciences

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 162

Vision-based Navigation in Image-Guided Interventions

Mirota, D. J., Ishii, M., & Hager, G. D. (2011) · Annual Review of Biomedical Engineering

Medical Image Segmentation TechniquesSurgical Simulation and Training

Cited by 137

Artificial Intelligence for Social Good

Hager, G. D., Drobnis, A., Fang, F., Ghani, R., Greenwald, A., Lyons, T., Parkes, D. C., Schultz, J., Saria, S., Smith, S. F., et al. (2019) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 108

Image-based navigation for functional endoscopic sinus surgery using structure from motion

Leonard, S., Reiter, A., Sinha, A., Ishii, M., Taylor, R. H., & Hager, G. D. (2016) · SPIE Proceedings

Medical Image Segmentation TechniquesAugmented Reality Applications

Cited by 35

Endoscopic Navigation in the Clinic: Registration in the Absence of Preoperative Imaging

Sinha, A., Ishii, M., Hager, G. D., & Taylor, R. H. (2019) · International Journal of Computer Assisted Radiology and Surgery

Medical Image Segmentation TechniquesAnatomy and Medical Technology

Cited by 9

Five-dimensional ultrasound system for soft tissue visualization

Deshmukh, N. P., Caban, J. J., Taylor, R. H., Hager, G. D., & Boctor, E. M. (2015) · International Journal of Computer Assisted Radiology and Surgery

Ultrasound Imaging and ElastographyUltrasound in Clinical Applications

Cited by 4