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

Reduction of Video Capsule Endoscopy Reading Times Using Deep Learning with Small Data
Hunter Morera, Roshan Warman, Azubuogu Anudu, Chukwudumebi Uche, Ivana Radosavljevic, Nikhil Reddy, Ahan Kayastha, Niharika Baviriseaty, Rahul Mhaskar, Andrew A. Borkowski, Patrick Brady, Satish Singh, Gerard Mullin, José Lezama, Lawrence O. Hall, Dmitry B. Goldgof, Gitanjali Vidyarthi
- Published: 01 Jan 2022, Last Modified: 30 Oct 2023
- Algorithms 2022
- Readers: Everyone
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge
Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbelaez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya et al. (10 additional authors not shown)
- 2021 (modified: 15 Nov 2022)
- IEEE Trans. Medical Imaging 2021
- Readers: Everyone
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders
Kaoutar Ben Ahmed, Lawrence O. Hall, Dmitry B. Goldgof, Gregory M. Goldgof, Rahul Paul
- Published: 01 Jan 2021, Last Modified: 10 May 2023
- CoRR 2021
- Readers: Everyone
Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification
Kaoutar Ben Ahmed, Gregory M. Goldgof, Rahul Paul, Dmitry B. Goldgof, Lawrence O. Hall
- Published: 01 Jan 2021, Last Modified: 10 May 2023
- IEEE Access 2021
- Readers: Everyone
Gaze-based classification of autism spectrum disorder
Diego Fabiano, Shaun J. Canavan, Heather Agazzi, Saurabh Hinduja, Dmitry B. Goldgof
- 2020 (modified: 02 Nov 2022)
- Pattern Recognit. Lett. 2020
- Readers: Everyone
Finding Covid-19 from Chest X-rays using Deep Learning on a Small Dataset
Lawrence O. Hall, Rahul Paul, Dmitry B. Goldgof, Gregory M. Goldgof
- Published: 01 Jan 2020, Last Modified: 10 May 2023
- CoRR 2020
- Readers: Everyone
Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction
Renhao Liu, Lawrence O. Hall, Kevin W. Bowyer, Dmitry B. Goldgof, Robert A. Gatenby, Kaoutar Ben Ahmed
- 2017 (modified: 09 Nov 2022)
- SMC 2017
- Readers: Everyone
A Robust Approach for Automated Lung Segmentation in Thoracic CT
Hailing Zhou, Dmitry B. Goldgof, Samuel H. Hawkins, Lei Wei, Ying Liu, Douglas C. Creighton, Robert J. Gillies, Lawrence O. Hall, Saeid Nahavandi
- Published: 01 Jan 2015, Last Modified: 05 Nov 2023
- SMC 2015
- Readers: Everyone
Performance Evaluation of Neuromorphic-Vision Object Recognition Algorithms
Rangachar Kasturi, Dmitry B. Goldgof, Ekambaram Rajmadhan, Gill A. Pratt, Eric Krotkov, Douglas Hackett, Yang Ran, Qinfen Zheng, Rajeev Sharma, Mark Anderson, Mark Peot, Mario Aguilar, Deepak Khosla, Yang Chen, Kyungnam Kim, Lior Elazary, Randolph C. Voorhies, Daniel F. Parks, Laurent Itti
- Published: 01 Jan 2014, Last Modified: 12 May 2023
- ICPR 2014
- Readers: Everyone
3D nonrigid motion analysis under small deformations
Chandra Kambhamettu, Dmitry B. Goldgof, Matthew He, Pavel Laskov
- 2003 (modified: 10 Nov 2025)
- Image Vis. Comput. 2003
- Readers: Everyone

View all 22 publications

Co-Authors

View all 101 co-authors