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1

Radiomics: the process and the challenges

Virendra Kumar, Yuhua Gu, Satrajit Basu, Anders Berglund, Steven A. Eschrich, Matthew B. Schabath, Kenneth Forster, Hugo J.W.L. Aerts, Andre Dekker, David Fenstermacher, Dmitry B. Goldgof, Lawrence O.

Journal:

Magnetic Resonance Imaging

Year:

2012

Language:

english

File:

PDF, 1.81 MB

english, 2012

2

[IEEE Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. - Cambridge, UK (2004.08.26-2004.08.26)] Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. - Elastic face - an anatomy-based biometrics beyond visible cue

Yong Zhang,, Kundu, S.J., Goldgof, D.B., Sarkar, S., Tsap, L.V.

Year:

2004

Language:

english

File:

PDF, 386 KB

english, 2004

3

SPIE Proceedings [SPIE IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology - San Jose, CA (Sunday 31 January 1993)] Biomedical Image Processing and Biomedical Visualization - Restoration of mammographic images in the presence of signal-dependent noise

Aghdasi, Farzin, Ward, Rabab K., Palcic, Branko, Acharya, Raj S., Goldgof, Dmitry B.

Year:

1993

Language:

english

File:

PDF, 1.07 MB

english, 1993

4

Scar Assessment: Current Problems and Future Solutions

Powers, Pauline S., Sarkar, Sudeep, Goldgof, Dmitry B., Cruse, C. Wayne, Tsap, Leonid V.

Journal:

Journal of Burn Care & Rehabilitation

Year:

1999

File:

PDF, 5.69 MB

1999

5

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

Zhou, M., Scott, J., Chaudhury, B., Hall, L., Goldgof, D., Yeom, K.W., Iv, M., Ou, Y., Kalpathy-Cramer, J., Napel, S., Gillies, R., Gevaert, O., Gatenby, R.

Journal:

American Journal of Neuroradiology

Year:

2017

Language:

english

File:

PDF, 1.71 MB

english, 2017

6

Mycobacterium tuberculosis Exploits a Molecular Off Switch of the Immune System for Intracellular Survival

von Both, Ulrich, Berk, Maurice, Agapow, Paul-Michael, Wright, Joseph D., Git, Anna, Hamilton, Melissa Shea, Goldgof, Greg, Siddiqui, Nazneen, Bellos, Evangelos, Wright, Victoria J., Coin, Lachlan J.,

Journal:

Scientific Reports

Year:

2018

Language:

english

File:

PDF, 3.08 MB

english, 2018

7

[IEEE 2019 IEEE Conference on Communications and Network Security (CNS) - Washington DC, DC, USA (2019.6.10-2019.6.12)] 2019 IEEE Conference on Communications and Network Security (CNS) - SQL-Identifier Injection Attacks

Cetin, Cagri, Goldgof, Dmitry, Ligatti, Jay

Year:

2019

Language:

english

File:

PDF, 241 KB

english, 2019

8

[IEEE 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) - Bari, Italy (2019.10.6-2019.10.9)] 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) - Multi-Channel Neural Network for Assessing Neonatal Pain from Videos

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

Year:

2019

Language:

english

File:

PDF, 2.11 MB

english, 2019

9

A scalable framework for cluster ensembles

Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof

Journal:

Pattern Recognition

Year:

2009

Language:

english

File:

PDF, 556 KB

english, 2009

10

MRI segmentation using fuzzy clustering techniques

Clark, M.C., Hall, L.O., Goldgof, D.B., Clarke, L.P., Velthuizen, R.P., Silbiger, M.S.

Journal:

IEEE Engineering in Medicine and Biology Magazine

Year:

1994

Language:

english

File:

PDF, 1.35 MB

english, 1994

11

Detection and tracking of ships in open sea with rapidly moving buoy-mounted camera system

Sergiy Fefilatyev, Dmitry Goldgof, Matthew Shreve, Chad Lembke

Journal:

Ocean Engineering

Year:

2012

Language:

english

File:

PDF, 837 KB

english, 2012

12

Recognizing object function through reasoning about partial shape descriptions and dynamic physical properties

Stark, L., Bowyer, K., Hoover, A., Goldgof, D.B.

Journal:

Proceedings of the IEEE

Year:

1996

Language:

english

File:

PDF, 2.19 MB

english, 1996

13

Automatic tumor segmentation using knowledge-based techniques

Clark, M.C., Hall, L.O., Goldgof, D.B., Velthuizen, R., Murtagh, F.R., Silbiger, M.S.

Journal:

IEEE Transactions on Medical Imaging

Year:

1998

Language:

english

File:

PDF, 387 KB

english, 1998

14

Direct transfer of whole genomes from bacteria to yeast

Karas, Bogumil J, Jablanovic, Jelena, Sun, Lijie, Ma, Li, Goldgof, Gregory M, Stam, Jason, Ramon, Adi, Manary, Micah J, Winzeler, Elizabeth A, Venter, J Craig, Weyman, Philip D, Gibson, Daniel G, Glas

Journal:

Year:

2013

Language:

english

File:

PDF, 370 KB

english, 2013

15

Understanding Transit Scenes: A Survey on Human Behavior-Recognition Algorithms

J. Candamo, M. Shreve, D. Goldgof, D. Sapper, R. Kasturi

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2010

Language:

english

File:

PDF, 975 KB

english, 2010

16

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops - Continuous 3D Face Authentication Using RGB-D Cameras

Segundo, Mauricio Pamplona, Sarkar, Sudeep, Goldgof, Dmitry, Silva, Luciano, Bellon, Olga

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

17

Knowledge-based classification and tissue labeling of MR images of human brain

Chunlin Li,, Goldgof, D.B., Hall, L.O.

Journal:

IEEE Transactions on Medical Imaging

Year:

1993

Language:

english

File:

PDF, 1.02 MB

english, 1993

18

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

Candamo, Joshua, Kasturi, Rangachar, Goldgof, Dmitry, Sarkar, Sudeep

Journal:

IEEE Transactions on Aerospace and Electronic Systems

Year:

2009

Language:

english

File:

PDF, 2.91 MB

english, 2009

19

[IEEE Gesture Recognition (FG 2011) - Santa Barbara, CA, USA (2011.03.21-2011.03.25)] Face and Gesture 2011 - Macro- and micro-expression spotting in long videos using spatio-temporal strain

Shreve, Matthew, Godavarthy, Sridhar, Goldgof, Dmitry, Sarkar, Sudeep

Year:

2011

Language:

english

File:

PDF, 515 KB

english, 2011

20

[IEEE 2010 IEEE Fourth International Conference On Biometrics: Theory, Applications And Systems (BTAS) - Washington, DC, USA (2010.09.27-2010.09.29)] 2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS) - Face recognition under camouflage and adverse illumination

Shreve, Matthew, Manohar, Vasant, Goldgof, Dmitry, Sarkar, Sudeep

Year:

2010

Language:

english

File:

PDF, 557 KB

english, 2010

21

[IEEE Comput. Sco. Press 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Maui, HI, USA (3-6 June 1991)] Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Motion analysis and epicardial deformation estimation from angiography data

Mishra, S.K., Goldgof, D.B., Huang, T.S.

Year:

1991

Language:

english

File:

PDF, 532 KB

english, 1991

22

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions

Manohar, Vasant, Shreve, Matthew, Goldgof, Dmitry, Sarkar, Sudeep

Year:

2010

Language:

english

File:

PDF, 417 KB

english, 2010

23

[IEEE 2007 First IEEE International Conference on Biometrics: Theory, Applications, and Systems - Crystal City, VA, USA (2007.09.27-2007.09.29)] 2007 First IEEE International Conference on Biometrics: Theory, Applications, and Systems - Face Recognition by Multi-Frame Fusion of Rotating Heads in Videos

Canavan, Shaun J., Kozak, Michael P., Zhang, Yong, Sullins, John R., Shreve, Matthew A., Goldgof, Dmitry B.

Year:

2007

Language:

english

File:

PDF, 4.26 MB

english, 2007

24

[IEEE Comput. Soc. Press Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition - Ann Arbor, MI, USA (5-9 June 1988)] Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition - Feature extraction and terrain matching

Goldgof, D.B., Huang, T.S., Lee, H.

Year:

1988

Language:

english

File:

PDF, 694 KB

english, 1988

25

SPIE Proceedings [SPIE SPIE/IS&T 1992 Symposium on Electronic Imaging: Science and Technology - San Jose, CA (Sunday 9 February 1992)] Biomedical Image Processing and Three-Dimensional Microscopy - Image registration of multimodality 3-D medical images by chamfer matching

Jiang, Hongjian, Holton, Kerrie S., Robb, Richard A., Acharya, Raj S., Cogswell, Carol J., Goldgof, Dmitry B.

Year:

1992

Language:

english

File:

PDF, 470 KB

english, 1992

26

[IEEE 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) - Ljubljana (2015.5.4-2015.5.8)] 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) - Pain assessment in infants: Towards spotting pain expression based on infants' facial strain

Zamzami, Ghada, Ruiz, Gabriel, Goldgof, Dmitry, Kasturi, Rangachar, Yu Sun,, Ashmeade, Terri

Year:

2015

Language:

english

File:

PDF, 869 KB

english, 2015

27

Active cleaning of label noise

Ekambaram, Rajmadhan, Fefilatyev, Sergiy, Shreve, Matthew, Kramer, Kurt, Hall, Lawrence O., Goldgof, Dmitry B., Kasturi, Rangachar

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 5.36 MB

english, 2015

28

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Orlando, Florida, USA (Monday 13 April 2009)] Ocean Sensing and Monitoring - Autonomous buoy platform for low-cost visual maritime surveillance: design and initial deployment

Fefilatyev, Sergiy, Hou, Weilin (Will), Goldgof, Dmitry B., Lembke, Chad

Year:

2009

Language:

english

File:

PDF, 1.03 MB

english, 2009

29

SPIE Proceedings [SPIE IS&T/SPIE's Symposium on Electronic Imaging: Science and Technology - San Jose, CA (Sunday 31 January 1993)] Biomedical Image Processing and Biomedical Visualization - Clinical workstation for digital mammography

Giles, Anthony, Cowen, Arnold R., Parkin, Geoff J. S., Acharya, Raj S., Goldgof, Dmitry B.

Year:

1993

Language:

english

File:

PDF, 1.35 MB

english, 1993

30

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 11 February 2017)] Medical Imaging 2017: Computer-Aided Diagnosis - Fine-tuning convolutional deep features for MRI based brain tumor classification

Armato, Samuel G., Petrick, Nicholas A., Ahmed, Kaoutar B., Hall, Lawrence O., Goldgof, Dmitry B., Liu, Renhao, Gatenby, Robert A.

Year:

2017

Language:

english

File:

PDF, 347 KB

english, 2017

31

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

Cherezov, Dmitry, Hawkins, Samuel H., Goldgof, Dmitry B., Hall, Lawrence O., Liu, Ying, Li, Qian, Balagurunathan, Yoganand, Gillies, Robert J., Schabath, Matthew B.

Journal:

Cancer Medicine

Year:

2018

Language:

english

File:

PDF, 563 KB

english, 2018

32

[IEEE 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Orlando, FL (2018.12.17-2018.12.20)] 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) - Iterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop

Alahmari, Saeed, Goldgof, Dmitry, Hall, Lawrence, Dave, Palak, Ahmady Phoulady, Hady, Mouton, Peter

Year:

2018

Language:

english

File:

PDF, 2.22 MB

english, 2018

33

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

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

Journal:

IEEE Transactions on Affective Computing

Year:

2019

Language:

english

File:

PDF, 7 KB

english, 2019

34

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Pain Assessment From Facial Expression: Neonatal Convolutional Neural Network (N-CNN)

Zamzmi, Ghada, Paul, Rahul, Goldgof, Dmitry, Kasturi, Rangachar, Sun, Yu

Year:

2019

Language:

english

File:

PDF, 895 KB

english, 2019

35

Evaluation of SARS-CoV-2 serology assays reveals a range of test performance

Whitman, Jeffrey D., Hiatt, Joseph, Mowery, Cody T., Shy, Brian R., Yu, Ruby, Yamamoto, Tori N., Rathore, Ujjwal, Goldgof, Gregory M., Whitty, Caroline, Woo, Jonathan M., Gallman, Antonia E., Miller,

Journal:

Nature Biotechnology

Year:

2020

File:

PDF, 3.04 MB

2020

36

Terrain analysis from curvature profiles

Dmitry B. Goldgof, Thomas S. Huang, Hua Lee

Journal:

International Journal of Imaging Systems and Technology

Year:

1990

Language:

english

File:

PDF, 883 KB

english, 1990

37

Curvature-based nonrigid motion analysis from three-dimensional correspondences

Sanjoy K. Mishra, Chandra Kambhamettu, Dimitry B. Goldgof, Thomas S. Huang

Journal:

International Journal of Imaging Systems and Technology

Year:

1992

Language:

english

File:

PDF, 1.11 MB

english, 1992

38

Comprehensive processing, display and analysis for in vivo MR spectroscopic imaging

A. A. Maudsley, A. Darkazanli, J. R. Alger, L. O. Hall, N. Schuff, C. Studholme, Y. Yu, A. Ebel, A. Frew, D. Goldgof, Y. Gu, R. Pagare, F. Rousseau, K. Sivasankaran, B. J. Soher, P. Weber, K. Young, X

Journal:

NMR in Biomedicine

Year:

2006

Language:

english

File:

PDF, 383 KB

english, 2006

39

Curvature-Based Approach to Point Correspondence Recovery in Conformal Nonrigid Motion

C. Kambhamettu, D.B. Goldgof

Journal:

CVGIP: Image Understanding

Year:

1994

File:

PDF, 1.98 MB

1994

40

Comparison of Edge Detector Performance through Use in an Object Recognition Task

Min C Shin, Dmitry B Goldgof, Kevin W Bowyer

Journal:

Computer Vision and Image Understanding

Year:

2001

Language:

english

File:

PDF, 561 KB

english, 2001

41

Analysis of Intensity and Range Image Sequences Using Adaptive-Size Meshes

Wen-Chen Huang, Dmitry B. Goldgof

Journal:

Journal of Visual Communication and Image Representation

Year:

1993

File:

PDF, 2.37 MB

1993

42

Estimating non-rigid motion from point and line correspondences

Sanjoy K. Mishra, Dmitry B. Goldgof, Chandra Kambhamettu

Journal:

Pattern Recognition Letters

Year:

1994

Language:

english

File:

PDF, 1.19 MB

english, 1994

43

Editorial

RajS. Acharya, DmitryB. Goldgof, EricA. Hoffman

Journal:

Computerized Medical Imaging and Graphics

Year:

1995

Language:

english

File:

PDF, 87 KB

english, 1995

44

Left ventricular boundary detection from spatio-temporal volumetric computed tomography images

Hsiao-Kun Tu, Arthur Matheny, Dmitry B. Goldgof, Horst Bunke

Journal:

Computerized Medical Imaging and Graphics

Year:

1995

Language:

english

File:

PDF, 2.08 MB

english, 1995

45

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

Yong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap

Journal:

Image and Vision Computing

Year:

2007

Language:

english

File:

PDF, 361 KB

english, 2007

46

Gesture recognition using Bezier curves for visualization navigation from registered 3-D data

Min C. Shin, Leonid V. Tsap, Dmitry B. Goldgof

Journal:

Pattern Recognition

Year:

2004

Language:

english

File:

PDF, 2.39 MB

english, 2004

47

Fast fuzzy clustering

Tai Wai Cheng, Dmitry B. Goldgof, Lawrence O. Hall

Journal:

Fuzzy Sets and Systems

Year:

1998

Language:

english

File:

PDF, 609 KB

english, 1998

48

3D nonrigid motion analysis under small deformations

Chandra Kambhamettu, Dmitry Goldgof, Matthew He, Pavel Laskov

Journal:

Image and Vision Computing

Year:

2003

Language:

english

File:

PDF, 558 KB

english, 2003

49

MRI Measurement of Brain Tumor Response: Comparison of Visual Metric and Automatic Segmentation

Laurence P. Clarke, Robert P. Velthuizen, Matt Clark, Jorge Gaviria, Larry Hall, Dmitry Goldgof, Reed Murtagh, S. Phuphanich, Steven Brem

Journal:

Magnetic Resonance Imaging

Year:

1998

Language:

english

File:

PDF, 527 KB

english, 1998

50

A Scalable Framework For Segmenting Magnetic Resonance Images

Prodip Hore, Lawrence O. Hall, Dmitry B. Goldgof, Yuhua Gu, Andrew A. Maudsley, Ammar Darkazanli

Journal:

Journal of Signal Processing Systems

Year:

2009

Language:

english

File:

PDF, 685 KB

english, 2009