Christopher M. Trombley

According to our database, Christopher M. Trombley authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Neural Human Intent Estimator for an Adaptive Robotic Nursing Assistant.

Christopher M. Trombley, Madan Mohan Rayguru, Payman Sharafian, Irina Kondaurova, Nancy Zhang, Moath H. A. Alqatamin, Sumit K. Das, Dan O. Popa

Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2022

Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection.

Christopher M. Trombley, Mehmet Akif Gulum, Merve Ozen, Enes Esen, Melih Aksamoglu, Mehmed M. Kantardzic

Proceedings of the Machine Learning for Healthcare Conference, 2022

Dynamic-GAN: Learning Spatial-Temporal Attention for Dynamic Object Removal in Feature Dense Environments.

Christopher M. Trombley, Sumit Kumar Das, Dan O. Popa

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Are Post-Hoc Explanation Methods for Prostate Lesion Detection Effective for Radiology End Use?

Mehmet Akif Gulum, Christopher M. Trombley, Merve Ozen, Mehmed M. Kantardzic

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion.

Mehmet Akif Gulum, Christopher M. Trombley, Mehmed M. Kantardzic

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Multiple Interpretations Improve Deep Learning Transparency for Prostate Lesion Detection.

Mehmet A. Gulum, Christopher M. Trombley, Mehmed M. Kantardzic

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020