Dmitry B. Goldgof
Orcid: 0000-0001-5461-863XAffiliations:
- University of South Florida, Tampa, FL, USA
According to our database1,
Dmitry B. Goldgof
authored at least 241 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2007, "For contributions to computer vision and biomedical applications".
Timeline
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Bibliography
2024
CoRR, 2024
Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting.
IEEE Access, 2024
2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Enhancing Neonatal Pain Assessment Transparency via Explanatory Training Examples Identification.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision.
IEEE Trans. Affect. Comput., 2022
Reduction of Video Capsule Endoscopy Reading Times Using Deep Learning with Small Data.
Algorithms, 2022
Achieving Multisite Generalization for CNN-Based Disease Diagnosis Models by Mitigating Shortcut Learning.
IEEE Access, 2022
Classification of global microglia proliferation based on deep learning with local images.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Attentional Generative Multimodal Network for Neonatal Postoperative Pain Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
IEEE Trans. Medical Imaging, 2021
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders.
CoRR, 2021
Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment.
Comput. Biol. Medicine, 2021
Discovery of a Generalization Gap of Convolutional Neural Networks on COVID-19 X-Rays Classification.
IEEE Access, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
CoRR, 2020
Convolutional Neural Network ensembles for accurate lung nodule malignancy prediction 2 years in the future.
Comput. Biol. Medicine, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
First Investigation into the Use of Deep Learning for Continuous Assessment of Neonatal Postoperative Pain.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
2019
IEEE Trans. Biom. Behav. Identity Sci., 2019
Harnessing the Power of Deep Learning Methods in Healthcare: Neonatal Pain Assessment from Crying Sound.
CoRR, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Neuroimaging Based Survival Time Prediction of GBM Patients Using CNNs from Small Data.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019
Pain Assessment From Facial Expression: Neonatal Convolutional Neural Network (N-CNN).
Proceedings of the International Joint Conference on Neural Networks, 2019
A Dual-Task Interference Game-Based Experimental Framework for Comparing the Usability of Authentication Methods.
Proceedings of the 12th International Conference on Human System Interaction, 2019
Proceedings of the 7th IEEE Conference on Communications and Network Security, 2019
2018
IEICE Trans. Inf. Syst., 2018
Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening.
IEEE Access, 2018
Stability of deep features across CT scanners and field of view using a physical phantom.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018
2017
A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images.
Comput. Medical Imaging Graph., 2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study.
J. Digit. Imaging, 2016
Combining deep neural network and traditional image features to improve survival prediction accuracy for lung cancer patients from diagnostic CT.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
A quantitative histogram-based approach to predict treatment outcome for Soft Tissue Sarcomas using pre- and post-treatment MRIs.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Improving malignancy prediction through feature selection informed by nodule size ranges in NLST.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
Change descriptors for determining nodule malignancy in national lung screening trial CT screening images.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Signal intensity analysis of ecological defined habitat in soft tissue sarcomas to predict metastasis development.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Predicting Ki67% expression from DCE-MR images of breast tumors using textural kinetic features in tumor habitats.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
A new approach to detect and segment overlapping cells in multi-layer cervical cell volume images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Exploring deep features from brain tumor magnetic resonance images via transfer learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Automatic quantification and classification of cervical cancer via Adaptive Nucleus Shape Modeling.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Correlation Based Random Subspace Ensembles for Predicting Number of Axillary Lymph Node Metastases in Breast DCE-MRI Tumors.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Decoding brain cancer dynamics: a quantitative histogram-based approach using temporal MRI.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Prediction of treatment outcome in soft tissue sarcoma based on radiologically defined habitats.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Identifying metastatic breast tumors using textural kinetic features of a contrast based habitat in DCE-MRI.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Pain assessment in infants: Towards spotting pain expression based on infants' facial strain.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
2014
High-resolution 3D surface strain magnitude using 2D camera and low-resolution depth sensor.
Pattern Recognit. Lett., 2014
J. Digit. Imaging, 2014
IEEE Access, 2014
Experiments with large ensembles for segmentation and classification of cervical cancer biopsy images.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Using features from tumor subregions of breast DCE-MRI for estrogen receptor status prediction.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
New method for predicting estrogen receptor status utilizing breast MRI texture kinetic analysis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
2013
Automated delineation of lung tumors from CT images using a single click ensemble segmentation approach.
Pattern Recognit., 2013
A Texture Feature Ranking Model for Predicting Survival Time of Brain Tumor Patients.
Proceedings of the IEEE International Conference on Systems, 2013
Effect of Texture Features in Computer Aided Diagnosis of Pulmonary Nodules in Low-Dose Computed Tomography.
Proceedings of the IEEE International Conference on Systems, 2013
Survival time prediction of patients with glioblastoma multiforme tumors using spatial distance measurement.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Detection of the Vanishing Line of the Ocean Surface from Pairs of Scale-Invariant Keypoints.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Int. J. Pattern Recognit. Artif. Intell., 2012
Proceedings of the Advances in Depth Image Analysis and Applications, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of CBMS 2012, 2012
2011
IEEE Trans. Fuzzy Syst., 2011
Int. J. Pattern Recognit. Artif. Intell., 2011
Procedure for stability analysis of gene selection from cross-site gene expression data.
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Toward automated quantification of biological microstructures using unbiased stereology.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Detection of Anomalous Particles from the Deepwater Horizon Oil Spill Using the SIPPER3 Underwater Imaging Platform.
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Increased classification accuracy and speedup through pair-wise feature selection for support vector machines.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
Evaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain.
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
IEEE Trans. Intell. Transp. Syst., 2010
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the IEEE International Conference on Systems, 2010
Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010
2009
J. Signal Process. Syst., 2009
IEEE Trans. Syst. Man Cybern. Part B, 2009
Framework for Performance Evaluation of Face, Text, and Vehicle Detection and Tracking in Video: Data, Metrics, and Protocol.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009
2008
Proceedings of the IEEE International Conference on Systems, 2008
Robust segmentation using kernel and spatial based fuzzy c-means methods on breast x-ray images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Towards registration of temporal mammograms by finite element simulation of MR breast volumes.
Proceedings of the Medical Imaging 2008: Visualization, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Finite element modeling of facial deformation in videos for computing strain pattern.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2007
Data-driven feature modeling, recognition and analysis in a discovery of supersonic cracks in multimillion-atom simulations.
Pattern Recognit., 2007
A sensitivity analysis method and its application in physics-based nonrigid motion modeling.
Image Vis. Comput., 2007
3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007
Proceedings of the IEEE International Conference on Systems, 2007
Clinical deployment of a medical expert system to increase accruals for clinical trials: Challenges.
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the Bioinformatics Research and Applications, Third International Symposium, 2007
2006
IEEE Trans. Evol. Comput., 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006
Proceedings of the Computer Vision, 2006
2005
Proceedings of the IEEE International Conference on Systems, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005
2004
IEEE Trans. Syst. Man Cybern. Part B, 2004
Errata to "Recognizing Plankton Images From the Shadow Image Particle Profiling Evaluation Recorder".
IEEE Trans. Syst. Man Cybern. Part B, 2004
Recognizing plankton images from the shadow image particle profiling evaluation recorder.
IEEE Trans. Syst. Man Cybern. Part B, 2004
A modeling approach for burn scar assessment using natural features and elastic property.
IEEE Trans. Medical Imaging, 2004
Gesture recognition using Bezier curves for visualization navigation from registered 3-D data.
Pattern Recognit., 2004
Artif. Intell. Medicine, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Significance of Elastic Properties in Physics-Based Nonrigid Motion Modeling, A Numerical Sensitivity Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004
Using Probabilistic Methods to Optimize Data Entry in Accrual of Patients to Clinical Trials.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
IEEE Trans. Syst. Man Cybern. Part B, 2003
Towards Physically-Sound Registration Using Object-Specific Properties for Regularization.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003
2002
A generic knowledge-guided image segmentation and labeling system using fuzzy clustering algorithms.
IEEE Trans. Syst. Man Cybern. Part B, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Recovering Elastic Property of Soft Tissues Using 2D Image Sequences With Limited Range Data.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
A constrained genetic approach for reconstructing Young's modulus of elastic objects from boundary displacement measurements.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
IEEE Trans. Syst. Man Cybern. Part B, 2001
Fusion of physically-based registration and deformation modeling for nonrigid motion analysis.
IEEE Trans. Image Process., 2001
Tracking Nonrigid Motion and Structure from 2D Satellite Cloud Images without Correspondences.
IEEE Trans. Pattern Anal. Mach. Intell., 2001
IEEE Trans. Pattern Anal. Mach. Intell., 2001
Int. J. Pattern Recognit. Artif. Intell., 2001
Comput. Vis. Image Underst., 2001
Artif. Intell. Medicine, 2001
2000
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Knowledge-Guided Classification of Coastal Zone Color Images Off the West Florida Shelf.
Int. J. Pattern Recognit. Artif. Intell., 2000
A Method for Increasing Precision and Reliability of Elasticity Analysis in Complicated Burn Scar Cases.
Int. J. Pattern Recognit. Artif. Intell., 2000
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Framework of Integrating 2D Points and Curves for Tracking of 3D Nonrigid Motion and Structure.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences.
Image Vis. Comput., 1999
Extracting Nonrigid Motion and 3D Structure of Hurricanes from Satellite Image Sequences without Correspondences.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
IEEE Trans. Medical Imaging, 1998
IEEE Trans. Medical Imaging, 1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Int. J. Pattern Recognit. Artif. Intell., 1998
Efficient Nonlinear Finite Element Modeling of Nonrigid Objects via Optimization of Mesh Models.
Comput. Vis. Image Underst., 1998
Comput. Vis. Image Underst., 1998
Segmenting nonenhancing brain tumors from normal tissues in magnetic resonance images.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Model-based Nonrigid Motion Recovery from Sequences of Range Images without Point Correspondences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Tracking of Nonrigid Motion and 3D Structure from 2D Image Sequences without Correspondences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998
An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
1996
Recognizing object function through reasoning about partial shape descriptions and dynamic physical properties.
Proc. IEEE, 1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996
Knowledge-based classification of CZCS images and monitoring of red tides off the west Florida shelf.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Model based estimation of point correspondences between boundaries undergoing nonrigid motion [digital mammography application].
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996
1995
The Use of Three- and Four-Dimensional Surface Harmonics for Rigid and Nonrigid Shape Recovery and Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 1995
IEEE Trans. Pattern Anal. Mach. Intell., 1995
IEEE Trans. Pattern Anal. Mach. Intell., 1995
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1995
Structure and Semi-Fluid Motion Analysis of Stereoscopic Satellite Images for Cloud Tracking.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1994
Automatic tracking of SPAMM grid and the estimation of deformation parameters from cardiac MR images.
IEEE Trans. Medical Imaging, 1994
Pattern Recognit. Lett., 1994
Image Vis. Comput., 1994
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Determination of motion parameters and estimation of point correspondences in small nonrigid deformations.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
IEEE Trans. Medical Imaging, 1993
IEEE Trans. Pattern Anal. Mach. Intell., 1993
J. Vis. Commun. Image Represent., 1993
Proceedings of the Fourth International Conference on Computer Vision, 1993
1992
Matching and motion estimation of three-dimensional point and line sets using eigenstructure without correspondences.
Pattern Recognit., 1992
Int. J. Imaging Syst. Technol., 1992
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992
1991
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991
1990
1989
IEEE Trans. Pattern Anal. Mach. Intell., 1989
1988
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988