List of works - Dmitry Goldgof

3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images

A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study

scientific article published on 3 February 2016

A Review of Automated Pain Assessment in Infants: Features, Classification Tasks, and Databases

scientific article published on 27 November 2017

A Scalable Framework For Cluster Ensembles

scientific article published on May 2009

A Scalable Framework For Segmenting Magnetic Resonance Images

scientific article

A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images

scientific article

A methodology for extracting objective color from images.

scientific article

A modeling approach for burn scar assessment using natural features and elastic property

scientific article published in October 2004

A semiautomatic CT-based ensemble segmentation of lung tumors: comparison with oncologists' delineations and with the surgical specimen

scientific article

A sensitivity analysis method and its application in physics-based nonrigid motion modeling

Advances in Image Processing and Understanding

Automated Cell Counts on Tissue Sections by Deep Learning and Unbiased Stereology

scientific article published on 27 December 2018

Automated Delineation of Lung Tumors from CT Images Using a Single Click Ensemble Segmentation Approach.

scientific article

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

scientific article published on 11 July 2018

Automatic expression spotting in videos

Automatic ground truth for deep learning stereology of immunostained neurons and microglia in mouse neocortex

scientific article published on 02 March 2019

Automatic stereology of mean nuclear size of neurons using an active contour framework

scientific article published on 07 January 2019

Continuous 3D Face Authentication Using RGB-D Cameras

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

scientific article published on 24 June 2020

Deep Feature Stability Analysis Using CT Images of a Physical Phantom Across Scanner Manufacturers, Cartridges, Pixel Sizes, and Slice Thickness

scientific article published on 01 June 2020

Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma

scientific article

Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening

scientific article published on 29 November 2018

Delta radiomic features improve prediction for lung cancer incidence: A nested case-control analysis of the National Lung Screening Trial

Detection of Thin Lines using Low-Quality Video from Low-Altitude Aircraft in Urban Settings

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

scientific article published on 13 May 2021

Erratum: Semi-automated pulmonary nodule interval segmentation using the NLST data

scholarly article

Evaluation and optimization of remote sensing techniques for detection of Karenia brevis blooms on the West Florida Shelf

scientific article published in 2015

Evaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain

Explaining Deep Features Using Radiologist-Defined Semantic Features and Traditional Quantitative Features

Face recognition under camouflage and adverse illumination

Facial Strain Pattern as a Soft Forensic Evidence

article

Fast support vector machines for continuous data

scientific article

Feature selection for microarray data by AUC analysis

Filtering for improved gene selection on microarray data

article

Framework for performance evaluation of face, text, and vehicle detection and tracking in video: data, metrics, and protocol

scientific article

Heterogeneity in intratumoral regions with rapid gadolinium washout correlates with estrogen receptor status and nodal metastasis

scientific article published on 17 April 2015

High-resolution 3D surface strain magnitude using 2D camera and low-resolution depth sensor

scholarly article by Matthew Shreve et al published December 2014 in Pattern Recognition Letters

Hybrid models for lung nodule malignancy prediction utilizing convolutional neural network ensembles and clinical data

scientific article published on 01 March 2020

Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction.

scientific article published on 28 September 2016

Improving malignancy prediction through feature selection informed by nodule size ranges in NLST.

scientific article

Lung Nodule Sizes Are Encoded When Scaling CT Image for CNN's

scientific article published on 01 June 2020

Macro- and micro-expression spotting in long videos using spatio-temporal strain

Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences

Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions

Multi-site quality and variability analysis of 3D FDG PET segmentations based on phantom and clinical image data

scientific article

Multisite Technical and Clinical Performance Evaluation of Quantitative Imaging Biomarkers from 3D FDG PET Segmentations of Head and Neck Cancer Images

scientific article published on 01 June 2020

NOVEL STAIN SEPARATION METHOD FOR AUTOMATIC STEREOLOGY OF IMMUNOSTAINED TISSUE SECTIONS

scientific article published on 8 November 2019

Optical Flow Based Expression Suppression in Video

Predicting Malignant Nodules from Screening CT Scans.

scientific article published on 12 July 2016

Predicting Nodule Malignancy using a CNN Ensemble Approach

scientific article published on 01 July 2018

Predicting malignant nodules by fusing deep features with classical radiomics features

scientific article published on 01 January 2018

Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons

scientific article

Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: preliminary results

scientific article published on February 2014

Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches.

scientific article published on 5 October 2017

Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features.

scientific article published on December 2016

Radiomics: the process and the challenges

scientific article

Recognizing plankton images from the shadow image particle profiling evaluation recorder

scientific article published in August 2004

Representation of Deep Features using Radiologist defined Semantic Features

scientific article published on 01 July 2018

Reproducibility and Prognosis of Quantitative Features Extracted from CT Images

scientific article published on February 2014

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

scientific article published on 14 March 2019

Scaling Fuzzy Models

Selection of patients for clinical trials: an interactive web-based system

scientific article published in July 2004

Semi-Automated Pulmonary Nodule Interval Segmentation using the NLST data.

scientific article published on 24 January 2018

Stability of deep features across CT scanners and field of view using a physical phantom

Test-retest reproducibility analysis of lung CT image features

scientific article

Three-dimensional finite element model for lesion correspondence in breast imaging

Towards a framework for analysis of biophotonic images of mouse models of cancer

scientific article

Towards macro- and micro-expression spotting in video using strain patterns

Unbiased estimation of cell number using the automatic optical fractionator

scientific article published on 14 December 2016

Video-based 3D reconstruction, laparoscope localization and deformation recovery for abdominal minimally invasive surgery: a survey

scientific article published on 30 April 2015

List of works by Dmitry Goldgof

3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images

A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study

A Review of Automated Pain Assessment in Infants: Features, Classification Tasks, and Databases

A Scalable Framework For Cluster Ensembles

A Scalable Framework For Segmenting Magnetic Resonance Images

A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images

A methodology for extracting objective color from images.

A modeling approach for burn scar assessment using natural features and elastic property

A semiautomatic CT-based ensemble segmentation of lung tumors: comparison with oncologists' delineations and with the surgical specimen

A sensitivity analysis method and its application in physics-based nonrigid motion modeling

Advances in Image Processing and Understanding

Automated Cell Counts on Tissue Sections by Deep Learning and Unbiased Stereology

Automated Delineation of Lung Tumors from CT Images Using a Single Click Ensemble Segmentation Approach.

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

Automatic expression spotting in videos

Automatic ground truth for deep learning stereology of immunostained neurons and microglia in mouse neocortex

Automatic stereology of mean nuclear size of neurons using an active contour framework

Continuous 3D Face Authentication Using RGB-D Cameras

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

Deep Feature Stability Analysis Using CT Images of a Physical Phantom Across Scanner Manufacturers, Cartridges, Pixel Sizes, and Slice Thickness

Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma

Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening

Delta radiomic features improve prediction for lung cancer incidence: A nested case-control analysis of the National Lung Screening Trial

Detection of Thin Lines using Low-Quality Video from Low-Altitude Aircraft in Urban Settings

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

Erratum: Semi-automated pulmonary nodule interval segmentation using the NLST data

Evaluation and optimization of remote sensing techniques for detection of Karenia brevis blooms on the West Florida Shelf

Evaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain

Explaining Deep Features Using Radiologist-Defined Semantic Features and Traditional Quantitative Features

Face recognition under camouflage and adverse illumination

Facial Strain Pattern as a Soft Forensic Evidence

Fast support vector machines for continuous data

Feature selection for microarray data by AUC analysis

Filtering for improved gene selection on microarray data

Framework for performance evaluation of face, text, and vehicle detection and tracking in video: data, metrics, and protocol

Heterogeneity in intratumoral regions with rapid gadolinium washout correlates with estrogen receptor status and nodal metastasis

High-resolution 3D surface strain magnitude using 2D camera and low-resolution depth sensor

Hybrid models for lung nodule malignancy prediction utilizing convolutional neural network ensembles and clinical data

Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction.

Improving malignancy prediction through feature selection informed by nodule size ranges in NLST.

Lung Nodule Sizes Are Encoded When Scaling CT Image for CNN's

Macro- and micro-expression spotting in long videos using spatio-temporal strain

Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences

Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions

Multi-site quality and variability analysis of 3D FDG PET segmentations based on phantom and clinical image data

Multisite Technical and Clinical Performance Evaluation of Quantitative Imaging Biomarkers from 3D FDG PET Segmentations of Head and Neck Cancer Images

NOVEL STAIN SEPARATION METHOD FOR AUTOMATIC STEREOLOGY OF IMMUNOSTAINED TISSUE SECTIONS

Optical Flow Based Expression Suppression in Video

Predicting Malignant Nodules from Screening CT Scans.

Predicting Nodule Malignancy using a CNN Ensemble Approach

Predicting malignant nodules by fusing deep features with classical radiomics features

Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons

Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: preliminary results

Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches.

Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features.

Radiomics: the process and the challenges

Recognizing plankton images from the shadow image particle profiling evaluation recorder

Representation of Deep Features using Radiologist defined Semantic Features

Reproducibility and Prognosis of Quantitative Features Extracted from CT Images

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

Scaling Fuzzy Models

Selection of patients for clinical trials: an interactive web-based system

Semi-Automated Pulmonary Nodule Interval Segmentation using the NLST data.

Stability of deep features across CT scanners and field of view using a physical phantom

Test-retest reproducibility analysis of lung CT image features

Three-dimensional finite element model for lesion correspondence in breast imaging

Towards a framework for analysis of biophotonic images of mouse models of cancer

Towards macro- and micro-expression spotting in video using strain patterns

Unbiased estimation of cell number using the automatic optical fractionator

Video-based 3D reconstruction, laparoscope localization and deformation recovery for abdominal minimally invasive surgery: a survey

Vision-based on-board collision avoidance system for aircraft navigation