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1

Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Cha, Kenny, Richter, Caleb

Journal:

Physics in Medicine and Biology

Year:

2017

Language:

english

File:

PDF, 1.53 MB

english, 2017

2

Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis

Samala, Ravi K, Chan, Heang-Ping, Hadjiiski, Lubomir M, Helvie, Mark A, Richter, Caleb, Cha, Kenny

Journal:

Physics in Medicine and Biology

Year:

2018

Language:

english

File:

PDF, 973 KB

english, 2018

3

Artificial convolution neural network for medical image pattern recognition

Shih-Chung B. Lo, Heang-Ping Chan, Jyh-Shyan Lin, Huai Li, Matthew T. Freedman, Seong K. Mun

Journal:

Neural Networks

Year:

1995

Language:

english

File:

PDF, 1.32 MB

english, 1995

4

Computer-aided diagnosis of pulmonary nodules on CT scans: Segmentation and classification using 3D active contours

Way, Ted W., Hadjiiski, Lubomir M., Sahiner, Berkman, Chan, Heang-Ping, Cascade, Philip N., Kazerooni, Ella A., Bogot, Naama, Zhou, Chuan

Journal:

Medical Physics

Year:

2006

Language:

english

File:

PDF, 253 KB

english, 2006

5

Lung nodule detection on thoracic computed tomography images: Preliminary evaluation of a computer-aided diagnosis system

Gurcan, Metin N., Sahiner, Berkman, Petrick, Nicholas, Chan, Heang-Ping, Kazerooni, Ella A., Cascade, Philip N., Hadjiiski, Lubomir

Journal:

Medical Physics

Year:

2002

Language:

english

File:

PDF, 399 KB

english, 2002

6

Evaluating Imaging and Computer-aided Detection and Diagnosis Devices at the FDA

Gallas, Brandon D., Chan, Heang-Ping, D’Orsi, Carl J., Dodd, Lori E., Giger, Maryellen L., Gur, David, Krupinski, Elizabeth A., Metz, Charles E., Myers, Kyle J., Obuchowski, Nancy A.

Journal:

Academic Radiology

Year:

2012

Language:

english

File:

PDF, 185 KB

english, 2012

7

Auto-Initialized Cascaded Level Set (AI-CALS) Segmentation of Bladder Lesions on Multidetector Row CT Urography

Hadjiiski, Lubomir, Chan, Heang-Ping, Caoili, Elaine M., Cohan, Richard H., Wei, Jun, Zhou, Chuan

Journal:

Academic Radiology

Year:

2013

Language:

english

File:

PDF, 1.37 MB

english, 2013

8

Image feature analysis and computer-aided diagnosis in digital radiography. I. Automated detection of microcalcifications in mammography

Chan, Heang-Ping

Journal:

Medical Physics

Year:

1987

Language:

english

File:

PDF, 1.97 MB

english, 1987

9

Dual system approach to computer-aided detection of breast masses on mammograms

Wei, Jun, Chan, Heang-Ping, Sahiner, Berkman, Hadjiiski, Lubomir M., Helvie, Mark A., Roubidoux, Marilyn A., Zhou, Chuan, Ge, Jun

Journal:

Medical Physics

Year:

2006

Language:

english

File:

PDF, 782 KB

english, 2006

10

Studies of performance of antiscatter grids in digital radiography: Effect on signal-to-noise ratio

Chan, Heang-Ping

Journal:

Medical Physics

Year:

1990

Language:

english

File:

PDF, 1.00 MB

english, 1990

11

[IEEE 1995 International Conference on Acoustics, Speech, and Signal Processing - Detroit, MI, USA (9-12 May 1995)] 1995 International Conference on Acoustics, Speech, and Signal Processing - Detection of masses on mammograms using a convolution neural network

Datong Wei,, Sahiner, B., Heang-Ping Chan,, Petrick, N.

Year:

1995

Language:

english

File:

PDF, 394 KB

english, 1995

12

Improvement of Radiologists' Characterization of Mammographic Masses by Using Computer-aided Diagnosis: An ROC Study1

Chan, Heang-Ping, Sahiner, Berkman, Helvie, Mark A., Petrick, Nicholas, Roubidoux, Marilyn A., Wilson, Todd E., Adler, Dorit D., Paramagul, Chintana, Newman, Joel S., Sanjay-Gopal, Sethumadavan

Journal:

Year:

1999

Language:

english

File:

PDF, 209 KB

english, 1999

13

Effect of CT scanning parameters on volumetric measurements of pulmonary nodules by 3D active contour segmentation: a phantom study

Way, Ted W, Chan, Heang-Ping, Goodsitt, Mitchell M, Sahiner, Berkman, Hadjiiski, Lubomir M, Zhou, Chuan, Chughtai, Aamer

Journal:

Physics in Medicine and Biology

Year:

2008

Language:

english

File:

PDF, 300 KB

english, 2008

14

SPIE Proceedings [SPIE SPIE Medical Imaging - Orlando, Florida, United States (Saturday 11 February 2017)] Medical Imaging 2017: Computer-Aided Diagnosis - Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography

Armato, Samuel G., Petrick, Nicholas A., Gordon, Marshall, Hadjiiski, Lubomir, Cha, Kenny, Chan, Heang-Ping, Samala, Ravi, Cohan, Richard H., Caoili, Elaine M.

Year:

2017

Language:

english

File:

PDF, 490 KB

english, 2017

15

Bladder Cancer Treatment Response Assessment in CT using Radiomics with Deep-Learning

Cha, Kenny H., Hadjiiski, Lubomir, Chan, Heang-Ping, Weizer, Alon Z., Alva, Ajjai, Cohan, Richard H., Caoili, Elaine M., Paramagul, Chintana, Samala, Ravi K.

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 3.16 MB

english, 2017

16

Classifier performance estimation under the constraint of a finite sample size: Resampling schemes applied to neural network classifiers

Berkman Sahiner, Heang-Ping Chan, Lubomir Hadjiiski

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 808 KB

english, 2008

17

Automated coronary artery tree extraction in coronary CT angiography using a multiscale enhancement and dynamic balloon tracking (MSCAR-DBT) method

Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Smita Patel, Lubomir M. Hadjiiski, Jun Wei, Ella A. Kazerooni

Journal:

Computerized Medical Imaging and Graphics

Year:

2012

Language:

english

File:

PDF, 1.27 MB

english, 2012

18

Performance Analysis of Three-Class Classifiers: Properties of a 3-D ROC Surface and the Normalized Volume Under the Surface for the Ideal Observer

Sahiner, B., Heang-Ping Chan, Hadjiiski, L.M.

Journal:

IEEE Transactions on Medical Imaging

Year:

2008

Language:

english

File:

PDF, 757 KB

english, 2008

19

Sample size and validation issues on the development of CAD systems

Heang-Ping Chan, Berkman Sahiner, Lubomir Hadjiiski

Journal:

International Congress Series

Year:

2004

Language:

english

File:

PDF, 289 KB

english, 2004

20

Automatic multiscale enhancement and segmentation of pulmonary vessels in CT pulmonary angiography images for CAD applications

Zhou, Chuan, Chan, Heang-Ping, Sahiner, Berkman, Hadjiiski, Lubomir M., Chughtai, Aamer, Patel, Smita, Wei, Jun, Ge, Jun, Cascade, Philip N., Kazerooni, Ella A.

Journal:

Medical Physics

Year:

2007

Language:

english

File:

PDF, 1.13 MB

english, 2007

21

Phototimer setup for CR imaging

Christodoulou, Emmanuel G., Goodsitt, Mitchell M., Chan, Heang-Ping, Hepburn, Thomas W.

Journal:

Medical Physics

Year:

2000

Language:

english

File:

PDF, 191 KB

english, 2000

22

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Physics of Medical Imaging - Multiscale regularized reconstruction for enhancing microcalcification in digital breast tomosynthesis

Lu, Yao, Chan, Heang-Ping, Wei, Jun, Hadjiiski, Lubomir, Zhou, Chuan, Pelc, Norbert J., Nishikawa, Robert M., Whiting, Bruce R.

Year:

2012

Language:

english

File:

PDF, 1.60 MB

english, 2012

23

SPIE Proceedings [SPIE Medical Imaging - San Diego, CA (Saturday 16 February 2008)] Medical Imaging 2008: Computer-Aided Diagnosis - Automated detection of breast vascular calcification on full-field digital mammograms

Ge, Jun, Giger, Maryellen L., Karssemeijer, Nico, Chan, Heang-Ping, Sahiner, Berkman, Zhou, Chuan, Helvie, Mark A., Wei, Jun, Hadjiiski, Lubomir M., Zhang, Yiheng, Wu, Yi-Ta, Shi, Jiazheng

Year:

2008

Language:

english

File:

PDF, 330 KB

english, 2008

24

SPIE Proceedings [SPIE Medical Imaging - San Diego, CA (Saturday 17 February 2007)] Medical Imaging 2007: Computer-Aided Diagnosis - The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists

Sahiner, Berkman, Hadjiiski, Lubomir M., Chan, Heang-Ping, Shi, Jiazheng, Way, Ted, Cascade, Philip N., Kazerooni, Ella A., Zhou, Chuan, Wei, Jun, Giger, Maryellen L., Karssemeijer, Nico

Year:

2007

Language:

english

File:

PDF, 277 KB

english, 2007

25

SPIE Proceedings [SPIE Medical Imaging 2000 - San Diego, CA (Saturday 12 February 2000)] Medical Imaging 2000: Image Processing - Computerized image analysis: estimation of breast density on mammograms

Zhou, Chuan, Chan, Heang-Ping, Petrick, Nicholas, Sahiner, Berkman, Helvie, Mark A., Roubidoux, Marilyn A., Hadjiiski, Lubomir M., Goodsitt, Mitchell M., Hanson, Kenneth M.

Year:

2000

Language:

english

File:

PDF, 1.23 MB

english, 2000

26

Computer-aided characterization of mammographic masses: accuracy of mass segmentation and its effects on characterization

Sahiner, B., Petrick, N., Heang-Ping Chan,, Hadjiiski, L.M., Paramagul, C., Helvie, M.A., Gurcan, M.N.

Journal:

IEEE Transactions on Medical Imaging

Year:

2001

Language:

english

File:

PDF, 218 KB

english, 2001

27

Improvement of mammographic mass characterization using spiculation measures and morphological features

Sahiner, Berkman, Chan, Heang-Ping, Petrick, Nicholas, Helvie, Mark A., Hadjiiski, Lubomir M.

Journal:

Medical Physics

Year:

2001

Language:

english

File:

PDF, 546 KB

english, 2001

28

Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images

Sahiner, B., Heang-Ping Chan,, Petrick, N., Datong Wei,, Helvie, M.A., Adler, D.D., Goodsitt, M.M.

Journal:

IEEE Transactions on Medical Imaging

Year:

1996

Language:

english

File:

PDF, 2.18 MB

english, 1996

29

Pulmonary nodule registration in serial CT scans based on rib anatomy and nodule template matching

Shi, Jiazheng, Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir, Zhou, Chuan, Cascade, Philip N., Bogot, Naama, Kazerooni, Ella A., Wu, Yi-Ta, Wei, Jun

Journal:

Medical Physics

Year:

2007

Language:

english

File:

PDF, 661 KB

english, 2007

30

Bilateral analysis based false positive reduction for computer-aided mass detection

Wu, Yi-Ta, Wei, Jun, Hadjiiski, Lubomir M., Sahiner, Berkman, Zhou, Chuan, Ge, Jun, Shi, Jiazheng, Zhang, Yiheng, Chan, Heang-Ping

Journal:

Medical Physics

Year:

2007

Language:

english

File:

PDF, 931 KB

english, 2007

31

Computer-aided detection of breast masses: Four-view strategy for screening mammography

Wei, Jun, Chan, Heang-Ping, Zhou, Chuan, Wu, Yi-Ta, Sahiner, Berkman, Hadjiiski, Lubomir M., Roubidoux, Marilyn A., Helvie, Mark A.

Journal:

Medical Physics

Year:

2011

Language:

english

File:

PDF, 496 KB

english, 2011

32

Analysis of temporal changes of mammographic features: Computer-aided classification of malignant and benign breast masses

Hadjiiski, Lubomir, Sahiner, Berkman, Chan, Heang-Ping, Petrick, Nicholas, Helvie, Mark A., Gurcan, Metin

Journal:

Medical Physics

Year:

2001

Language:

english

File:

PDF, 291 KB

english, 2001

33

Computerized characterization of masses on mammograms: The rubber band straightening transform and texture analysis

Sahiner, Berkman, Chan, Heang-Ping, Petrick, Nicholas, Helvie, Mark A., Goodsitt, Mitchell M.

Journal:

Medical Physics

Year:

1998

Language:

english

File:

PDF, 333 KB

english, 1998

34

Classification of malignant and benign masses based on hybrid ART2LDA approach

Hadjiiski, L., Sahiner, B., Heang-Ping Chan,, Petrick, N., Helvie, M.

Journal:

IEEE Transactions on Medical Imaging

Year:

1999

Language:

english

File:

PDF, 147 KB

english, 1999

35

SPIE Proceedings [SPIE SPIE Medical Imaging - Lake Buena Vista, Florida (Saturday 12 February 2011)] Medical Imaging 2011: Computer-Aided Diagnosis - BI-RADS guided mammographic mass retrieval

Tao, Yimo, Lo, Shih-Chung B., Hadjiski, Lubomir, Chan, Heang-Ping, Freedman, Matthew T., Summers, Ronald M., van Ginneken, Bram

Year:

2011

Language:

english

File:

PDF, 2.49 MB

english, 2011

36

Computerized classification of malignant and benign microcalcifications on mammograms: texture analysis using an artificial neural network

Chan, Heang-Ping, Sahiner, Berkman, Petrick, Nicholas, Helvie, Mark A, Lam, Kwok Leung, Adler, Dorit D, Goodsitt, Mitchell M

Journal:

Physics in Medicine and Biology

Year:

1997

Language:

english

File:

PDF, 301 KB

english, 1997

37

A comparative study of limited-angle cone-beam reconstruction methods for breast tomosynthesis

Zhang, Yiheng, Chan, Heang-Ping, Sahiner, Berkman, Wei, Jun, Goodsitt, Mitchell M., Hadjiiski, Lubomir M., Ge, Jun, Zhou, Chuan

Journal:

Medical Physics

Year:

2006

Language:

english

File:

PDF, 1.33 MB

english, 2006

38

CT urography: segmentation of urinary bladder using CLASS with local contour refinement

Cha, Kenny, Hadjiiski, Lubomir, Chan, Heang-Ping, Caoili, Elaine M, Cohan, Richard H, Zhou, Chuan

Journal:

Physics in Medicine and Biology

Year:

2014

Language:

english

File:

PDF, 1.82 MB

english, 2014

39

Preliminary Investigation of Computer-aided Detection of Pulmonary Embolism in Three-dimensional Computed Tomography Pulmonary Angiography Images1

Zhou, Chuan, Chan, Heang-Ping, Patel, Smita, Cascade, Philip N., Sahiner, Berkman, Hadjiiski, Lubomir M., Kazerooni, Ella A.

Journal:

Academic Radiology

Year:

2005

Language:

english

File:

PDF, 410 KB

english, 2005

40

Assessment methodologies and statistical issues for computer-aided diagnosis of lung nodules in computed tomography

Dodd, Lori E, Wagner, Robert F, Armato, Samuel G, McNitt-Gray, Michael F, Beiden, Sergey, Chan, Heang-Ping, Gur, David, McLennan, Geoffrey, Metz, Charles E, Petrick, Nicholas, Sahiner, Berkman, Sayre,

Journal:

Academic Radiology

Year:

2004

Language:

english

File:

PDF, 110 KB

english, 2004

41

On the repeated use of databases for testing incremental improvement of computer-aided detection schemes

Gur, David, Wagner, Robert F, Chan, Heang-Ping

Journal:

Academic Radiology

Year:

2004

Language:

english

File:

PDF, 34 KB

english, 2004

42

Analysis of Uncertainties in Estimates of Components of Variance in Multivariate ROC Analysis

Beiden, Sergey V., Wagner, Robert F., Campbell, Gregory, Chan, Heang-Ping

Journal:

Academic Radiology

Year:

2001

Language:

english

File:

PDF, 404 KB

english, 2001

43

Multi-modality CADx

Sahiner, Berkman, Chan, Heang-Ping, Hadjiiski, Lubomir M., Roubidoux, Marilyn A., Paramagul, Chintana, Bailey, Janet E., Nees, Alexis V., Blane, Caroline E., Adler, Dorit D., Patterson, Stephanie K.,

Journal:

Academic Radiology

Year:

2009

Language:

english

File:

PDF, 122 KB

english, 2009

44

Optimal Neural Network Architecture Selection

Gurcan, Metin N., Chan, Heang-Ping, Sahiner, Berkman, Hadjiiski, Lubomir, Petrick, Nicholas, Helvie, Mark A.

Journal:

Academic Radiology

Year:

2002

Language:

english

File:

PDF, 445 KB

english, 2002

45

UNIVERSITY OF GLASGOW.

Gurcan, Metin N., Chan, Heang-Ping, Sahiner, Berkman, Hadjiiski, Lubomir, Petrick, Nicholas, Helvie, Mark A.

Journal:

Year:

1908

Language:

english

File:

PDF, 432 KB

english, 1908

46

Notes, Short Comments, and Answers to Correspondents.

Gurcan, Metin N., Chan, Heang-Ping, Sahiner, Berkman, Hadjiiski, Lubomir, Petrick, Nicholas, Helvie, Mark A.

Journal:

Year:

1915

Language:

english

File:

PDF, 410 KB

english, 1915

47

Computer-Aided Diagnosis of Lung Cancer and Pulmonary Embolism in Computed Tomography—A Review

Chan, Heang-Ping, Hadjiiski, Lubomir, Zhou, Chuan, Sahiner, Berkman

Journal:

Academic Radiology

Year:

2008

Language:

english

File:

PDF, 194 KB

english, 2008

48

Computer-Aided Detection Systems for Breast Masses: Comparison of Performances on Full-Field Digital Mammograms and Digitized Screen-Film Mammograms

Wei, Jun, Hadjiiski, Lubomir M., Sahiner, Berkman, Chan, Heang-Ping, Ge, Jun, Roubidoux, Marilyn A., Helvie, Mark A., Zhou, Chuan, Wu, Yi-Ta, Paramagul, Chintana

Journal:

Academic Radiology

Year:

2007

Language:

english

File:

PDF, 937 KB

english, 2007

49

Quasi-Continuous and Discrete Confidence Rating Scales for Observer Performance Studies

Hadjiiski, Lubomir, Chan, Heang-Ping, Sahiner, Berkman, Helvie, Mark A., Roubidoux, Marilyn A.

Journal:

Academic Radiology

Year:

2007

Language:

english

File:

PDF, 419 KB

english, 2007

50

Digital Mammography

Chan, Heang-Ping, Helvie, Mark A., Petrick, Nicholas, Sahiner, Berkman, Adler, Dorit D., Paramagul, Chintana, Roubidoux, Marilyn A., Blane, Caroline E., Joynt, Lynn K., Wilson, Todd E.

Journal:

Academic Radiology

Year:

2001

File:

PDF, 3.35 MB

2001

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