Mehmet A. Gulum

According to our database, Mehmet A. Gulum authored at least 4 papers between 2020 and 2022.

Collaborative distances:

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

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

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