Multiple Interpretations Improve Deep Learning Transparency for Prostate Lesion Detection. - Mehmet A. Gulum; Christopher M. Trombley; Mehmed M. Kantardzic (Poly/DMAH@VLDB, 2020)

Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion. - Mehmet Akif Gulum; Christopher M. Trombley; Mehmed M. Kantardzic (CBMS, 2021)

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 (ICMLA, 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 (MLHC, 2022)

Efficient Semantic Detection and Analysis of Misinformation in CBD-Related Tweets Using FAISS and Mistral NeMo Instruct. - Jason Turner; Mehmet A. Gulum; Mehmed M. Kantardzic (ICSC, 2025)