Dmitry Goldgof

Full Professor, University of South Florida

Joined

July 2019

Names

Dmitry Goldgof (Preferred)

Dmitry B Goldgof

Dmitry B. Goldgof

Emails

****@mail.usf.edu (Confirmed)

****@usf.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

University of South Florida (usf.edu)

2000 – Present

Advisors, Relations & Conflicts

PhD Advisor

Thomas S. Huang

1985 – 1989

PhD Advisor

Hua Lee

1985 – 1989

Expertise

medical AI

1989 – Present

image processing

1989 – Present

Publications

Explainable AI for Medical Data: Current Methods, Limitations, and Future Directions
Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Md Sirajus Salekin, Yu Sun, Dmitry B. Goldgof
- ACM Comput. Surv. 2025
- Readers: Everyone
Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers
Massimiliano Albanese, Xinming Ou, Kevin Lybarger, Daniel Lende, Dmitry B. Goldgof
- CoRR 2025
- Readers: Everyone
Explainable AI for Medical Data: Current Methods, Limitations, and Future Directions
Md Imran Hossain, Ghada Zamzmi, Peter R. Mouton, Md Sirajus Salekin, Yu Sun, Dmitry Goldgof
- ACM Computing Surveys
- Readers: Everyone
Automated Deep Learning Approach for Post-Operative Neonatal Pain Detection and Prediction Through Physiological Signals
Jacqueline Hausmann, Jiayi Wang, Marcia Kneusel, Stephanie Prescott, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
- CBMS 2025
- Readers: Everyone
Active Prompt Tuning Enables GPT-4O to do Efficient Classification of Microscopy Images
Abhiram Kandiyana, Peter R. Mouton, Yaroslav Kolinko, Lawrence O. Hall, Dmitry B. Goldgof
- ISBI 2025
- Readers: Everyone
Few-Shot Prompting with Vision Language Model for Pain Classification in Infant Cry Sounds
Anthony McCofie, Abhiram Kandiyana, Peter R. Mouton, Yu Sun, Dmitry B. Goldgof
- CBMS 2025
- Readers: Everyone
Repeatability of Fine-Tuning Large Language Models Illustrated Using QLoRA
Saeed S. Alahmari, Lawrence O. Hall, Peter R. Mouton, Dmitry B. Goldgof
- IEEE Access
- Readers: Everyone
A Review of Nuclei Detection and Segmentation on Microscopy Images Using Deep Learning With Applications to Unbiased Stereology Counting
Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
Synergizing Deep Learning-Enabled Preprocessing and Human–AI Integration for Efficient Automatic Ground Truth Generation
Christopher Collazo, Ian Vargas, Brendon Cara, Carla J. Weinheimer, Ryan P. Grabau, Dmitry Goldgof, Lawrence Hall, Samuel A. Wickline, Hua Pan
- Bioengineering
- Readers: Everyone
Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting
Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Peter R. Mouton, Stephanie Prescott, Thao Ho, Yu Sun, Dmitry Goldgof
- IEEE Access
- Readers: Everyone

View all 234 publications

Co-Authors

View all 267 co-authors