Dmitry B. Goldgof - Publications, H-index & Citations

Back

Dmitry B. Goldgof

University of South Florida

54H-index

355Paper Count

1.4WCitation Count

Published Papers 57

Publication Date

Marine Snow Dynamics in the NE Gulf of Mexico: Particle Abundance, Characteristics, and Impacts on Deepwater Horizon Oil Sedimentation

journal of geophysical research: oceans

IF0

2026-03-06

OAAI

Kendra L. Daly; George Jackson; Andrew Remsen; Kurt Kramer; Palak Dave; Dmitry B. Goldgof; Lawrence Hall

Save

Utilizing Clinicopathological and Radiomic Features for Risk Stratification of Lung Cancer Recurrence

Academic Radiology

IF3.9

2025-05-15

PREAI

Wai Lone J. Ho; Nikolai Fetisov; Lawrence O. Hall; Dmitry Goldgof; Matthew B. Schabath

Save

A Review of Nuclei Detection and Segmentation on Microscopy Images Using Deep Learning With Applications to Unbiased Stereology Counting

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-06-01

PREAI

Alahmari, Saeed S.; Goldgof, Dmitry; Hall, Lawrence O.; Mouton, Peter R.

Save

Synergizing Deep Learning-Enabled Preprocessing and Human-AI Integration for Efficient Automatic Ground Truth Generation

BIOENGINEERING-BASEL

IF3.7

2024-04-28

OAAI

Collazo, Christopher; Vargas, Ian; Cara, Brendon; Weinheimer, Carla J.; Grabau, Ryan P.; Goldgof, Dmitry; Hall, Lawrence; Wickline, Samuel A.; Pan, Hua

Save

Repeatability of Fine-Tuning Large Language Models Illustrated Using QLoRA

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Alahmari, Saeed S.; Hall, Lawrence O.; Mouton, Peter R.; Goldgof, Dmitry B.

Save

Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Hausmann, Jacqueline; Salekin, Md. Sirajus; Zamzmi, Ghada; Mouton, Peter R.; Prescott, Stephanie; Ho, Thao; Sun, Yu; Goldgof, Dmitry

Save

Ensembles of Convolutional Neural Networks for Survival Time Estimation of High-Grade Glioma Patients from Multimodal MRI

DIAGNOSTICS

IF3.3

2022-01-29

OAAI

Ben Ahmed, Kaoutar; Hall, Lawrence O.; Goldgof, Dmitry B.; Gatenby, Robert

Save

A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

IF9.8

2022-01-01

PREAI

Zamzmi, Ghada; Pai, Chih-Yun; Goldgof, Dmitry; Kasturi, Rangachar; Ashmeade, Terri; Sun, Yu

Save

Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Ben Ahmed, Kaoutar; Hall, Lawrence O.; Goldgof, Dmitry B.; Fogarty, Ryan

Save

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-12-01

OAAI

Balagurunathan, Yoganand; Beers, Andrew; Mcnitt-Gray, Michael; Hadjiiski, Lubomir; Napel, Sandy; Goldgof, Dmitry; Perez, Gustavo; Arbelaez, Pablo; Mehrtash, Alireza; Kapur, Tina; Yang, Ehwa; Moon, Jung Won; Perez, Gabriel Bernardino; Delgado-Gonzalo, Ricard; Farhangi, M. Mehdi; Amini, Amir A.; Ni, Renkun; Feng, Xue; Bagari, Aditya; Vaidhya, Kiran; Veasey, Benjamin; Safta, Wiem; Frigui, Hichem; Enguehard, Joseph; Gholipour, Ali; Castillo, Laura Silvana; Daza, Laura Alexandra; Pinsky, Paul; Kalpathy-Cramer, Jayashree; Farahani, Keyvan

Save

Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-02-01

OAAI

Salekin, Md Sirajus; Zamzmi, Ghada; Goldgof, Dmitry; Kasturi, Rangachar; Ho, Thao; Sun, Yu

Save

Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Ben Ahmed, Kaoutar; Goldgof, Gregory M.; Paul, Rahul; Goldgof, Dmitry B.; Hall, Lawrence O.

Save

Gaze -based classification of autism spectrum disorder

PATTERN RECOGNITION LETTERS

IF3.3

2020-07-01

PREAI

Fabiano, Diego; Canavan, Shaun; Agazzi, Heather; Hinduja, Saurabh; Goldgof, Dmitry

Save

Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2020-07-01

OAAI

Paul, Rahul; Schabath, Matthew; Gillies, Robert; Hall, Lawrence; Goldgof, Dmitry

Save

Challenges for the Repeatability of Deep Learning Models

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Alahmari, Saeed S.; Goldgof, Dmitry B.; Mouton, Peter R.; Hall, Lawrence O.

Save

Use of Artificial Intelligence for Identification of Celiac and Vascular Lesions on Capsule Endoscopy

AMERICAN JOURNAL OF GASTROENTEROLOGY

IF7.6

2019-10-01

OAAI

Sethi, Sajiv; Singh, Arush; Morera, Hunter H.; Edwards, Jade; Goldgof, Dmitry; Vidyarthi, Gitanjali

Save

Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness

SCIENTIFIC REPORTS

IF3.9

2019-03-14

OAAI

Cherezov, Dmitry; Goldgof, Dmitry; Hall, Lawrence; Gillies, Robert; Schabath, Matthew; Mueller, Henning; Depeursinge, Adrien

Save

Automatic Infants' Pain Assessment by Dynamic Facial Representation: Effects of Profile View, Gestational Age, Gender, and Race

JOURNAL OF CLINICAL MEDICINE

IF2.9

2018-07-11

OAAI

Zhi, Ruicong; Zamzmi, Ghada; Goldgof, Dmitry; Ashmeade, Terri; Sun, Yu

Save

Semi-automated pulmonary nodule interval segmentation using the NLST data (vol 45, pg 1093, 2018)

MEDICAL PHYSICS

IF3.2

2018-04-24

OAAI

Balagurunathan, Yoganand; Beers, Andrew; Kalpathy-Cramer, Jayashree; McNitt-Gray, Michael; Hadjiiski, Lubomir; Zhao, Bensheng; Zhu, Jianguo; Yang, Hao; Yip, Stephen S. F.; Aerts, Hugo J. W. L.; Napel, Sandy; Cherezov, Dmitrii; Cha, Kenny; Chan, Heang-Ping; Flores, Carlos; Garcia, Alberto; Gillies, Robert; Goldgof, Dmitry

Save

Semi-automated pulmonary nodule interval segmentation using the NLST data

MEDICAL PHYSICS

IF3.2

2018-02-19

OAAI

Balagurunathan, Yoganand; Beers, Andrew; Kalpathy-Cramer, Jayashree; McNitt-Gray, Michael; Hadjiiski, Lubomir; Zhao, Bensheng; Zhu, Jiangguo; Yang, Hao; Yip, Stephen S. F.; Aerts, Hugo J. W. L.; Napel, Sandy; Cherezov, Dmitrii; Cha, Kenny; Chan, Heang-Ping; Flores, Carlos; Garcia, Alberto; Gillies, Robert; Goldgof, Dmitry

Save

Research Directions