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1

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - A novel approach for tuberculosis screening based on deep convolutional neural networks

Tourassi, Georgia D., Armato, Samuel G., Hwang, Sangheum, Kim, Hyo-Eun, Jeong, Jihoon, Kim, Hee-Jin

Year:

2016

Language:

english

File:

PDF, 516 KB

english, 2016

2

[IEEE 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) - Miami, FL, USA (2019.7.15-2019.7.17)] 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) - Computationally Efficient Learning of Quality Controlled Word Embeddings for Natural Language Processing

Alawad, Mohammed, Tourassi, Georgia

Year:

2019

Language:

english

File:

PDF, 340 KB

english, 2019

3

Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

Maciej A. Mazurowski, Piotr A. Habas, Jacek M. Zurada, Joseph Y. Lo, Jay A. Baker, Georgia D. Tourassi

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 1.65 MB

english, 2008

4

Robot arm-wrist coordination. Part 2. Design guidelines

Marcelo H. Ang Jr., Vassilios D. Tourassis

Journal:

Journal of Field Robotics

Year:

1990

Language:

english

File:

PDF, 696 KB

english, 1990

5

Fast implementation of robot inverse dynamics with distributed arithmetic via a SIMD architecture

Grigoriadis, G.K., Mertzios, B.G., Tourassis, V.D.

Journal:

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

Year:

1999

Language:

english

File:

PDF, 249 KB

english, 1999

6

Guest Editorial: AI Enabled Connected Health Informatics

Zarar, Shuayb, Tourassi, Georgia, Nugent, Chris

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

Language:

english

File:

PDF, 207 KB

english, 2019

7

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

Alawad, Mohammed, Gao, Shang, Qiu, John X, Yoon, Hong Jun, Blair Christian, J, Penberthy, Lynne, Mumphrey, Brent, Wu, Xiao-Cheng, Coyle, Linda, Tourassi, Georgia

Journal:

Journal of the American Medical Informatics Association

Year:

2019

Language:

english

File:

PDF, 1.22 MB

english, 2019

8

Mathematical deficiencies of numerically simplified dynamic robot models

Tang, K.-M.W., Tourassis, V.D.

Journal:

IEEE Transactions on Automatic Control

Year:

1989

Language:

english

File:

PDF, 340 KB

english, 1989

9

A modular architecture for inverse robot kinematics

V. Tourassis, M. Ang

Journal:

IEEE Transactions on Robotics and Automation

Year:

1989

Language:

english

File:

PDF, 1.32 MB

english, 1989

10

A user-oriented web crawler for selectively acquiring online content in e-health research

Xu, S., Yoon, H.-J., Tourassi, G.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.46 MB

english, 2014

11

[IEEE 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) - Singapore (2009.07.14-2009.07.17)] 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics - Design of an advanced prototype robot for white asparagus harvesting

Chatzimichali, Anna P., Georgilas, Ioannis P., Tourassis, Vassilios D.

Year:

2009

Language:

english

File:

PDF, 655 KB

english, 2009

12

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Computer-Aided Diagnosis - Heart rate measurement based on face video sequence

Hadjiiski, Lubomir M., Tourassi, Georgia D., Xu, Fang, Zhou, Qin-Wu, Wu, Peng, Chen, Xing, Yang, Xiaofeng, Yan, Hong-jian

Year:

2015

Language:

english

File:

PDF, 556 KB

english, 2015

13

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Computer-Aided Diagnosis - Signal enhancement ratio (SER) quantified from breast DCE-MRI and breast cancer risk

Hadjiiski, Lubomir M., Tourassi, Georgia D., Wu, Shandong, Kurland, Brenda F., Berg, Wendie A., Zuley, Margarita L., Jankowitz, Rachel C., Sumkin, Jules, Gur, David

Year:

2015

Language:

english

File:

PDF, 316 KB

english, 2015

14

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Computer-Aided Diagnosis - Deep learning with non-medical training used for chest pathology identification

Hadjiiski, Lubomir M., Tourassi, Georgia D., Bar, Yaniv, Diamant, Idit, Wolf, Lior, Greenspan, Hayit

Year:

2015

Language:

english

File:

PDF, 412 KB

english, 2015

15

Experimental detection of iron overload in liver through neutron stimulated emission spectroscopy

A. J. Kapadia, G. D. Tourassi, A. C. Sharma, A. S. Crowell, M. R. Kiser, C. R. Howell

Year:

2008

Language:

english

File:

PDF, 746 KB

english, 2008

16

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 21 February 2015)] Medical Imaging 2015: Computer-Aided Diagnosis - Spinal focal lesion detection in multiple myeloma using multimodal image features

Hadjiiski, Lubomir M., Tourassi, Georgia D., Fränzle, Andrea, Hillengass, Jens, Bendl, Rolf

Year:

2015

Language:

english

File:

PDF, 576 KB

english, 2015

17

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Classification of SD-OCT volumes for DME detection: an anomaly detection approach

Tourassi, Georgia D., Armato, Samuel G., Sankar, S., Sidibé, D., Cheung, Y., Wong, T. Y., Lamoureux, E., Milea, D., Meriaudeau, F.

Year:

2016

Language:

english

File:

PDF, 717 KB

english, 2016

18

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Computer aided lung cancer diagnosis with deep learning algorithms

Tourassi, Georgia D., Armato, Samuel G., Sun, Wenqing, Zheng, Bin, Qian, Wei

Year:

2016

Language:

english

File:

PDF, 376 KB

english, 2016

19

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Automated morphological analysis of bone marrow cells in microscopic images for diagnosis of leukemia: nucleus-plasma separation and cell classification using a hierarchical tree model of hematopoesis

Tourassi, Georgia D., Armato, Samuel G., Krappe, Sebastian, Wittenberg, Thomas, Haferlach, Torsten, Münzenmayer, Christian

Year:

2016

Language:

english

File:

PDF, 820 KB

english, 2016

20

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data

Tourassi, Georgia D., Armato, Samuel G., Anirudh, Rushil, Thiagarajan, Jayaraman J., Bremer, Timo, Kim, Hyojin

Year:

2016

Language:

english

File:

PDF, 765 KB

english, 2016

21

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, United States (Saturday 27 February 2016)] Medical Imaging 2016: Computer-Aided Diagnosis - Differentiation of several interstitial lung disease patterns in HRCT images using support vector machine: role of databases on performance

Tourassi, Georgia D., Armato, Samuel G., Kale, Mandar, Mukhopadhyay, Sudipta, Dash, Jatindra K., Garg, Mandeep, Khandelwal, Niranjan

Year:

2016

Language:

english

File:

PDF, 405 KB

english, 2016

22

Deep Learning for Automated Extraction of Primary Sites from Cancer Pathology Reports

Qiu, John, Yoon, Hong-Jun, Fearn, Paul A., Tourassi, Georgia D.

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2017

Language:

english

File:

PDF, 1.14 MB

english, 2017

23

[IEEE 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Las Vegas, NV, USA (2018.3.4-2018.3.7)] 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) - Filter pruning of Convolutional Neural Networks for text classification: A case study of cancer pathology report comprehension

Yoon, Hong-Jun, Robinson, Sarah, Christian, J. Blair, Qiu, John X., Tourassi, Georgia D.

Year:

2018

Language:

english

File:

PDF, 585 KB

english, 2018

24

Classifying cancer pathology reports with hierarchical self-attention networks

Gao, Shang, Qiu, John X., Alawad, Mohammed, Hinkle, Jacob D., Schaefferkoetter, Noah, Yoon, Hong-Jun, Christian, Blair, Fearn, Paul A., Penberthy, Lynne, Wu, Xiao-Cheng, Coyle, Linda, Tourassi, Georgi

Journal:

Artificial Intelligence in Medicine

Year:

2019

File:

PDF, 1.30 MB

2019

25

[IEEE 2019 IEEE International Conference on Big Data (Big Data) - Los Angeles, CA, USA (2019.12.9-2019.12.12)] 2019 IEEE International Conference on Big Data (Big Data) - Adversarial Training for Privacy-Preserving Deep Learning Model Distribution

Alawad, Mohammed, Gao, Shang, Wu, Xiao-Cheng, Durbin, Eric B., Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia

Year:

2019

Language:

english

File:

PDF, 3.33 MB

english, 2019

26

Knowledge Graph-Enabled Cancer Data Analytics

Hasan, S.M.Shamimul, Rivera, Donna, Wu, Xiao-Cheng, Durbin, Eric B., Christian, Blair, Tourassi, Georgia D

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2020

File:

PDF, 3.78 MB

2020

27

Privacy-Preserving Deep Learning NLP Models for Cancer Registries

Alawad, Mohammed, Yoon, Hong-Jun, Gao, Shang, Mumphrey, Brent, Wu, Xiao-Cheng, Durbin, Eric B., Jeong, Jong Cheol, Hands, Isaac, Rust, David, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia

Journal:

IEEE Transactions on Emerging Topics in Computing

Year:

2020

File:

PDF, 634 KB

2020

28

Lesion Size Quantification in SPECT Using an Artificial Neural Network Classification Approach

Georgia D. Tourassi, Carey E. Floyd Jr.

Journal:

Computers and Biomedical Research

Year:

1995

File:

PDF, 520 KB

1995

29

Fractal Texture Analysis of Perfusion Lung Scans

Georgia D. Tourassi, Erik D. Frederick, Neal F. Vittitoe, R.Edward Coleman

Journal:

Computers and Biomedical Research

Year:

2000

Language:

english

File:

PDF, 194 KB

english, 2000

30

Neutron stimulated emission computed tomography: Background corrections

Carey E. Floyd Jr., Amy C. Sharma, Janelle E. Bender, Anuj J. Kapadia, Jessie Q. Xia, Brian P. Harrawood, Georgia D. Tourassi, Joseph Y. Lo, Matthew R. Kiser, Alexander S. Crowell, Ronald S. Pedroni,

Journal:

Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms

Year:

2007

Language:

english

File:

PDF, 436 KB

english, 2007

31

Near-field high-energy spectroscopic gamma imaging using a rotation modulation collimator

Amy C. Sharma, Timothy G. Turkington, Georgia D. Tourassi, Carey E. Floyd Jr.

Journal:

Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms

Year:

2008

Language:

english

File:

PDF, 1.67 MB

english, 2008

32

Impact of missing data in evaluating artificial neural networks trained on complete data

Mia K. Markey, Georgia D. Tourassi, Michael Margolis, David M. DeLong

Journal:

Computers in Biology and Medicine

Year:

2006

Language:

english

File:

PDF, 165 KB

english, 2006

33

Multifractal texture analysis of perfusion lung scans as a potential diagnostic tool for acute pulmonary embolism

Georgia D. Tourassi, Erik D. Frederick, Carey E.Floyd Jr., R.Edward Coleman

Journal:

Computers in Biology and Medicine

Year:

2001

Language:

english

File:

PDF, 191 KB

english, 2001

34

Perceptron error surface analysis: a case study in breast cancer diagnosis

Mia K. Markey, Joseph Y. Lo, Rene Vargas-Voracek, Georgia D. Tourassi, Carey E. Floyd Jr.

Journal:

Computers in Biology and Medicine

Year:

2002

Language:

english

File:

PDF, 249 KB

english, 2002

35

Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer

Mia K. Markey, Georgia D. Tourassi, Carey E. Floyd Jr.

Journal:

Year:

2003

Language:

english

File:

PDF, 41 KB

english, 2003

36

Computer control of robotic manipulators using predictors

Vassilios D. Tourassis

Journal:

Journal of Intelligent & Robotic Systems

Year:

1989

Language:

english

File:

PDF, 645 KB

english, 1989

37

Singularity-robust decoupled control of dual-elbow manipulators

Dimitrios M. Emiris, Vassilios D. Tourassis

Journal:

Journal of Intelligent & Robotic Systems

Year:

1993

Language:

english

File:

PDF, 895 KB

english, 1993

38

Task decoupling in robot manipulators

Vassilios D. Tourassis, Marcelo H. Ang

Journal:

Journal of Intelligent & Robotic Systems

Year:

1995

Language:

english

File:

PDF, 1.05 MB

english, 1995

39

Estimation of generalized entropies with sample spacing

Mark P. Wachowiak, Renata Smolíková, Georgia D. Tourassi, Adel S. Elmaghraby

Journal:

Pattern Analysis and Applications

Year:

2005

Language:

english

File:

PDF, 105 KB

english, 2005

40

Estimation of generalized entropies with sample spacing

Mark P. Wachowiak, Renata Smolíková, Georgia D. Tourassi, Adel S. Elmaghraby

Journal:

Pattern Analysis and Applications

Year:

2005

Language:

english

File:

PDF, 424 KB

english, 2005

41

Data mining in proteomic mass spectrometry

Asha Thomas, Georgia D. Tourassi, Adel S. Elmaghraby, Roland Valdes, Saeed A. Jortani

Journal:

Clinical Proteomics

Year:

2006

Language:

english

File:

PDF, 535 KB

english, 2006

42

Robust discrete nonlinear feedback control for robotic manipulators

Charles P. Neuman, Vassilios D. Tourassis

Journal:

Journal of Field Robotics

Year:

1987

Language:

english

File:

PDF, 1.32 MB

english, 1987

43

General-purpose inverse kinematics transformations for robotic manipulators

Marcelo H. Ang Jr., Vassilios D. Tourassis

Journal:

Journal of Field Robotics

Year:

1987

Language:

english

File:

PDF, 951 KB

english, 1987

44

Robot arm-wrist coordination. Part 1. Quantitative rating

Marcelo H. Ang Jr., Vassilios D. Tourassis

Journal:

Journal of Field Robotics

Year:

1990

Language:

english

File:

PDF, 706 KB

english, 1990

45

The reachability and dexterity of elbow and dual-elbow robot manipulators

Dimitrios M. Emiris, Vassilios D. Tourassis

Journal:

Journal of Field Robotics

Year:

1992

Language:

english

File:

PDF, 939 KB

english, 1992

46

The inertial characteristics of dynamic robot models

Vassilios D Tourassis, Charles P Neuman

Journal:

Mechanism and Machine Theory

Year:

1985

Language:

english

File:

PDF, 1.01 MB

english, 1985

47

Properties and structure of dynamic robot models for control engineering applications

Vassilios D Tourassis, Charles P Neuman

Journal:

Mechanism and Machine Theory

Year:

1985

Language:

english

File:

PDF, 1.10 MB

english, 1985

48

Workspace analysis of realistic elbow and dual-elbow robot manipulators

Dimitrios M Emiris, Vassilios D Tourassis

Journal:

Mechanism and Machine Theory

Year:

1993

Language:

english

File:

PDF, 1.55 MB

english, 1993

49

Analysis of the effects of manufacturing errors on the accuracy of dual-elbow and elbow manipulators

Dimitrios M Emiris, Vassilios D Tourassis

Journal:

Mechanism and Machine Theory

Year:

1995

Language:

english

File:

PDF, 851 KB

english, 1995

50

A comparative study of ideal elbow and dual-elbow robot manipulators

Vassilios D Tourassis, Dimitrios M Emiris

Journal:

Mechanism and Machine Theory

Year:

1993

Language:

english

File:

PDF, 1015 KB

english, 1993

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