Dmitry B Goldgof (Dmitry Goldgof, D Goldgof)

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Computed Tomography

Top Venues

IEEE access : practical innovations, open solutions

Bioengineering (Basel, Switzerland)

Journal of medical imaging (Bellingham, Wash.)

This page only lists publications with an associated author ORCID identifier.

Publications

Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Peter R Mouton, Stephanie M Prescott, Thao T B Ho, Y U Sun, Dmitry B Goldgof
Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting. IEEE access : practical innovations, open solutions 12 (2024)
Christopher Collazo, Ian Vargas, Brendon Cara, Carla J Weinheimer, Ryan P Grabau, Dmitry B Goldgof, Lawrence Hall, Samuel A Wickline, Hua Pan
Synergizing Deep Learning-Enabled Preprocessing and Human-AI Integration for Efficient Automatic Ground Truth Generation. Bioengineering (Basel, Switzerland) 11 (5) (2024)
Christopher Collazo, Ian Vargas, Brendon Cara, Carla J Weinheimer, Ryan P Grabau, Dmitry B Goldgof, Lawrence Hall, Samuel A Wickline, Hua Pan
Synergizing Deep Learning-Enabled Preprocessing and Human-AI Integration for Efficient Automatic Ground Truth Generation. Bioengineering (Basel, Switzerland) 11 (5) (2024)
Jacqueline Hausmann, Md Sirajus Salekin, Ghada Zamzmi, Peter R Mouton, Stephanie M Prescott, Thao T B Ho, Y U Sun, Dmitry B Goldgof
Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting. IEEE access : practical innovations, open solutions 12 (2024)
Ryan Fogarty, Dmitry B Goldgof, Lawrence Hall, Alex Lopez, Joseph Johnson, Manoj Gadara, Radka Stoyanova, Sanoj Punnen, Alan Pollack, Julio Pow-Sang, Balagurunathan Yoga
Classifying Malignancy in Prostate Glandular Structures from Biopsy Scans with Deep Learning. Cancers 15 (8) (2023)
Ryan Fogarty, Dmitry B Goldgof, Lawrence Hall, Alex Lopez, Joseph Johnson, Manoj Gadara, Radka Stoyanova, Sanoj Punnen, Alan Pollack, Julio Pow-Sang, Balagurunathan Yoga
Classifying Malignancy in Prostate Glandular Structures from Biopsy Scans with Deep Learning. Cancers 15 (8) (2023)
Kaoutar Ben Ahmed, Gregory M Goldgof, Rahul Paul, Dmitry B Goldgof, Lawrence O Hall
Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification. IEEE access : practical innovations, open solutions 9 (2021)
Rahul Paul, Matthew B Schabath, Robert James Gillies, Lawrence O Hall, Dmitry B Goldgof
Hybrid models for lung nodule malignancy prediction utilizing convolutional neural network ensembles and clinical data. Journal of medical imaging (Bellingham, Wash.) 7 (2) (2020)
Dmitry Cherezov, Dmitry B Goldgof, Lawrence O Hall, Robert James Gillies, Matthew B Schabath, Henning Muller, Adrien Depeursinge
Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness. Scientific reports 9 (1) (2019)
Rahul Paul, Samuel H Hawkins, Matthew B Schabath, Robert J Gillies, Lawrence O Hall, Dmitry B Goldgof
Predicting malignant nodules by fusing deep features with classical radiomics features. Journal of medical imaging (Bellingham, Wash.) 5 (1) (2018)
M Zhou, Jacob G Scott, B Chaudhury, Lawrence O Hall, Dmitry B Goldgof, Kristen W Yeom, Michael Iv, Yangming Ou, Jayashree Kalpathy-Cramer, Sandy Napel, Robert James Gillies, Olivier Gevaert, Robert A Gatenby
Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches. AJNR. American journal of neuroradiology 39 (2) (2017)