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1

Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study

Clancy, Kadie, Aboutalib, Sarah, Mohamed, Aly, Sumkin, Jules, Wu, Shandong

Journal:

Journal of Digital Imaging

Year:

2020

File:

PDF, 1.25 MB

2020

2

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

3

Recall and detection rates in screening mammography : A review of clinical experience: Implications for practice guidelines

David Gur, Jules H. Sumkin, Lara A. Hardesty, Ronald J. Clearfield, Cathy S. Cohen, Marie A. Ganott, Christiane M. Hakim, Kathleen M. Harris, William R. Poller, Ratan Shah, Luisa P. Wallace, Howard E.

Journal:

Year:

2004

Language:

english

File:

PDF, 75 KB

english, 2004

4

Author reply

David Gur, Jules H. Sumkin, Lara A. Hardesty

Journal:

Year:

2004

Language:

english

File:

PDF, 52 KB

english, 2004

5

Contralateral uptake and metastases in sentinel lymph node mapping for recurrent breast cancer

Anurag Agarwal, Dwight E. Heron, Jules Sumkin, Jeff Falk

Journal:

Journal of Surgical Oncology

Year:

2005

Language:

english

File:

PDF, 123 KB

english, 2005

6

Prospective screening study of 0.5 Tesla dedicated magnetic resonance imaging for the detection of breast cancer in young, high-risk women

Wendy S Rubinstein, Jean J Latimer, Jules H Sumkin, Michelle Huerbin, Stephen G Grant, Victor G Vogel

Journal:

BMC Women's Health

Year:

2006

Language:

english

File:

PDF, 827 KB

english, 2006

7

CT appearance of the Roux limb following choledochojejunostomy in liver transplantation

Daniel P. Greenler, Jules H. Sumkin, William L. Campbell

Journal:

Abdominal Imaging

Year:

1991

Language:

english

File:

PDF, 1.01 MB

english, 1991

8

A Multisite Telemammography System for Remote Management of Screening Mammography: An Assessment of Technical, Operational, and Clinical Issues

Joseph K. Leader, Christiane M. Hakim, Marie A. Ganott, Denise M. Chough, Luisa P. Wallace, Ronald J. Clearfield, Ronald L. Perrin, John M. Drescher, Glenn S. Maitz, Jules H. Sumkin, David Gur

Journal:

Journal of Digital Imaging

Year:

2006

Language:

english

File:

PDF, 325 KB

english, 2006

9

Predictors of Residual Invasive Disease after Core Needle Biopsy Diagnosis of Ductal Carcinoma In Situ

Lisa A. Rutstein, Ronald R. Johnson, William R. Poller, David Dabbs, Jan Groblewski, Tina Rakitt, Allan Tsung, Thomas Kirchner, Jules Sumkin, Donald Keenan, Atilla Soran, Gretchen Ahrendt, Jeffrey S.

Journal:

The Breast Journal

Year:

2007

Language:

english

File:

PDF, 455 KB

english, 2007

10

Complete Clinical Responses to Neoadjuvant Chemotherapy for Uterine Serous Carcinoma

Fredric V. Price, Rajnikant M. Amin, Jules Sumkin

Journal:

Gynecologic Oncology

Year:

1999

Language:

english

File:

PDF, 774 KB

english, 1999

11

Computed tomographic scan confirmation of paraprosthetic enteric fistula

Robert S.D. Higgins, David L. Steed, Albert B. Zajko, Jules Sumkin, Marshall W. Webster

Journal:

The American Journal of Surgery

Year:

1991

Language:

english

File:

PDF, 1.29 MB

english, 1991

12

Bilateral mammographic density asymmetry and breast cancer risk: A preliminary assessment

Bin Zheng, Jules H. Sumkin, Margarita L. Zuley, Xingwei Wang, Amy H. Klym, David Gur

Journal:

European Journal of Radiology

Year:

2012

Language:

english

File:

PDF, 686 KB

english, 2012

13

Performance Change of Mammographic CAD Schemes Optimized with Most-Recent and Prior Image Databases

Zheng, Bin, Good, Walter F., Armfield, Derek R., Cohen, Cathy, Hertzberg, Todd, Sumkin, Jules H., Gur, David

Journal:

Academic Radiology

Year:

2003

Language:

english

File:

PDF, 95 KB

english, 2003

14

A Preliminary Evaluation of Multi-probe Resonance-frequency Electrical Impedance Based Measurements of the Breast

Zheng, Bin, Lederman, Dror, Sumkin, Jules H., Zuley, Margarita L., Gruss, Michelle Z., Lovy, Linda S., Gur, David

Journal:

Academic Radiology

Year:

2011

Language:

english

File:

PDF, 547 KB

english, 2011

15

Is an ROC-type Response Truly Always Better Than a Binary Response in Observer Performance Studies?

Gur, David, Bandos, Andriy I., Rockette, Howard E., Zuley, Margarita L., Hakim, Christiane M., Chough, Denise M., Ganott, Marie A., Sumkin, Jules H.

Journal:

Academic Radiology

Year:

2010

Language:

english

File:

PDF, 161 KB

english, 2010

16

Stereo CT Image Compositing Methods for Lung Nodule Detection and Characterization1

Wang, Xiao Hui, Good, Walter F., Fuhrman, Carl R., Sumkin, Jules H., Britton, Cynthia A., Golla, Saraswathi K.

Journal:

Academic Radiology

Year:

2005

Language:

english

File:

PDF, 248 KB

english, 2005

17

Effects of Lesion Conspicuity on Visual Search in Mammogram Reading1

Mello-Thoms, Claudia, Hardesty, Lara, Sumkin, Jules, Ganott, Marie, Hakim, Christiane, Britton, Cynthia, Stalder, Jennifer, Maitz, Glenn

Journal:

Academic Radiology

Year:

2005

Language:

english

File:

PDF, 163 KB

english, 2005

18

Computed radiography versus screen-film mammography in detection of simulated microcalcifications: A receiver operating characteristic study based on phantom images

Shaw, Chris C., Wang, TienPeng, King, Jill L., Breitenstein, Darryl S., Chang, Thomas S., Harris, Kathleen M., Baratz, Arlene B., Ganott, Marie A., Reginella, Ruthane, Sumkin, Jules H.

Journal:

Academic Radiology

Year:

1998

Language:

english

File:

PDF, 1.36 MB

english, 1998

19

Time to Diagnosis and Performance Levels during Repeat Interpretations of Digital Breast Tomosynthesis

Zuley, Margarita L., Bandos, Andriy I., Abrams, Gordon S., Cohen, Cathy, Hakim, Christiane M., Sumkin, Jules H., Drescher, John, Rockette, Howard E., Gur, David

Journal:

Academic Radiology

Year:

2010

Language:

english

File:

PDF, 104 KB

english, 2010

20

Integrated 2D and 3D mammography

Sumkin, Jules H

Journal:

The Lancet Oncology

Year:

2013

Language:

english

File:

PDF, 42 KB

english, 2013

21

Applying computer-assisted detection schemes to digitized mammograms after JPEG data compression: An assessment

Zheng, Bin, Sumkin, Jules H., Good, Walter F., Maitz, Glenn S., Chang, Yuan-Hsiang, Gur, David

Journal:

Academic Radiology

Year:

2000

Language:

english

File:

PDF, 770 KB

english, 2000

22

Interactive Computer-Aided Diagnosis of Breast Masses: Computerized Selection of Visually Similar Image Sets From a Reference Library

Zheng, Bin, Mello-Thoms, Claudia, Wang, Xiao-Hui, Abrams, Gordon S., Sumkin, Jules H., Chough, Denise M., Ganott, Marie A., Lu, Amy, Gur, David

Journal:

Academic Radiology

Year:

2007

Language:

english

File:

PDF, 425 KB

english, 2007

23

Diagnostic Accuracy and Recall Rates for Digital Mammography and Digital Mammography Combined With One-View and Two-View Tomosynthesis: Results of an Enriched Reader Study

Rafferty, Elizabeth A., Park, Jeong Mi, Philpotts, Liane E., Poplack, Steven P., Sumkin, Jules H., Halpern, Elkan F., Niklason, Loren T.

Journal:

American Journal of Roentgenology

Year:

2014

Language:

english

File:

PDF, 695 KB

english, 2014

24

Comparison of Two-dimensional Synthesized Mammograms versus Original Digital Mammograms Alone and in Combination with Tomosynthesis Images

Zuley, Margarita L., Guo, Ben, Catullo, Victor J., Chough, Denise M., Kelly, Amy E., Lu, Amy H., Rathfon, Grace Y., Lee Spangler, Marion, Sumkin, Jules H., Wallace, Luisa P., Bandos, Andriy I.

Journal:

Year:

2014

Language:

english

File:

PDF, 828 KB

english, 2014

25

Detection and Classification of Calcifications on Digital Breast Tomosynthesis and 2D Digital Mammography: A Comparison

Spangler, M. Lee, Zuley, Margarita L., Sumkin, Jules H., Abrams, Gordan, Ganott, Marie A., Hakim, Christiane, Perrin, Ronald, Chough, Denise M., Shah, Ratan, Gur, David

Journal:

American Journal of Roentgenology

Year:

2011

Language:

english

File:

PDF, 739 KB

english, 2011

26

Localized Detection and Classification of Abnormalities on FFDM and Tomosynthesis Examinations Rated Under an FROC Paradigm

Gur, David, Bandos, Andriy I., Rockette, Howard E., Zuley, Margarita L., Sumkin, Jules H., Chough, Denise M., Hakim, Christiane M.

Journal:

American Journal of Roentgenology

Year:

2011

Language:

english

File:

PDF, 561 KB

english, 2011

27

Digital Breast Tomosynthesis in the Diagnostic Environment: A Subjective Side-by-Side Review

Hakim, Christiane M., Chough, Denise M., Ganott, Marie A., Sumkin, Jules H., Zuley, Margarita L., Gur, David

Journal:

American Journal of Roentgenology

Year:

2010

Language:

english

File:

PDF, 551 KB

english, 2010

28

Binary and multi-category ratings in a laboratory observer performance study: A comparison

Gur, David, Bandos, Andriy I., King, Jill L., Klym, Amy H., Cohen, Cathy S., Hakim, Christiane M., Hardesty, Lara A., Ganott, Marie A., Perrin, Ronald L., Poller, William R., Shah, Ratan, Sumkin, Jule

Journal:

Medical Physics

Year:

2008

Language:

english

File:

PDF, 421 KB

english, 2008

29

A method to improve visual similarity of breast masses for an interactive computer-aided diagnosis environment

Zheng, Bin, Lu, Amy, Hardesty, Lara A., Sumkin, Jules H., Hakim, Christiane M., Ganott, Marie A., Gur, David

Journal:

Medical Physics

Year:

2006

Language:

english

File:

PDF, 464 KB

english, 2006

30

No Association Between Left-Breast Radiation Therapy or Breast Arterial Calcification and Long-Term Cardiac Events in Patients with Breast Cancer

Soran, Ozlem, Vargo, John A., Polat, Ahmet Veysel, Soran, Atilla, Sumkin, Jules, Beriwal, Sushil

Journal:

Journal of Women's Health

Year:

2014

Language:

english

File:

PDF, 163 KB

english, 2014

31

CAD in Screening Mammography

Gur, David, Sumkin, Jules H.

Journal:

American Journal of Roentgenology

Year:

2006

Language:

english

File:

PDF, 57 KB

english, 2006

32

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 4 February 2012)] Medical Imaging 2012: Image Perception, Observer Performance, and Technology Assessment - Assessment of two mammographic density related features in predicting near-term breast cancer risk

Zheng, Bin, Sumkin, Jules H., Zuley, Margarita L., Wang, Xingwei, Klym, Amy H., Gur, David, Abbey, Craig K., Mello-Thoms, Claudia R.

Year:

2012

Language:

english

File:

PDF, 243 KB

english, 2012

33

Impact of the New Density Reporting Laws

Gur, David, Klym, Amy H., King, Jill L., Bandos, Andriy I., Sumkin, Jules H.

Journal:

Academic Radiology

Year:

2015

Language:

english

File:

PDF, 641 KB

english, 2015

34

Risk of Malignancy When Microscopic Radial Scars and Microscopic Papillomas Are Found at Percutaneous Biopsy

Lee, Karen A., Zuley, Margarita L., Chivukula, Mamatha, Choksi, Neha Desai, Ganott, Marie A., Sumkin, Jules H.

Journal:

American Journal of Roentgenology

Year:

2012

Language:

english

File:

PDF, 756 KB

english, 2012

35

Effect of the Availability of Prior Full-Field Digital Mammography and Digital Breast Tomosynthesis Images on the Interpretation of Mammograms

Hakim, Christiane M., Catullo, Victor J., Chough, Denise M., Ganott, Marie A., Kelly, Amy E., Shinde, Dilip D., Sumkin, Jules H., Wallace, Luisa P., Bandos, Andriy I., Gur, David

Journal:

Year:

2015

Language:

english

File:

PDF, 302 KB

english, 2015

36

Assessing Radiologist Performance Using Combined Digital Mammography and Breast Tomosynthesis Compared with Digital Mammography Alone: Results of a Multicenter, Multireader Trial

Rafferty, Elizabeth A., Park, Jeong Mi, Philpotts, Liane E., Poplack, Steven P., Sumkin, Jules H., Halpern, Elkan F., Niklason, Loren T.

Journal:

Year:

2013

Language:

english

File:

PDF, 1.22 MB

english, 2013

37

New Screening Technologies and Practices: A Different Approach to Estimation of Performance Improvement by Using Data from the Transition Period

Gur, David, Nishikawa, Robert M., Sumkin, Jules H.

Journal:

Year:

2015

Language:

english

File:

PDF, 179 KB

english, 2015

38

Ultrasound Guided Core Biopsy versus Fine Needle Aspiration for Evaluation of Axillary Lymphadenopathy in Patients with Breast Cancer

Ganott, Marie A., Zuley, Margarita L., Abrams, Gordon S., Lu, Amy H., Kelly, Amy E., Sumkin, Jules H., Chivukula, Mamatha, Carter, Gloria, Austin, R. Marshall, Bandos, Andriy I.

Journal:

Year:

2014

Language:

english

File:

PDF, 664 KB

english, 2014

39

Digital Breast Tomosynthesis versus Supplemental Diagnostic Mammographic Views for Evaluation of Noncalcified Breast Lesions

Zuley, Margarita L., Bandos, Andriy I., Ganott, Marie A., Sumkin, Jules H., Kelly, Amy E., Catullo, Victor J., Rathfon, Grace Y., Lu, Amy H., Gur, David

Journal:

Year:

2013

Language:

english

File:

PDF, 553 KB

english, 2013

40

Axillary Lymph Node Burden in Invasive Breast Cancer: A Comparison of the Predictive Value of Ultrasound-Guided Needle Biopsy and Sentinel Lymph Node Biopsy

Boone, Brian A., Huynh, Cindy, Spangler, Marion L., Sumkin, Jules, Johnson, Ronald, McGuire, Kandace P., Soran, Atilla, Ahrendt, Gretchen M.

Journal:

Clinical Breast Cancer

Year:

2015

Language:

english

File:

PDF, 198 KB

english, 2015

41

Use of Preoperative MR Imaging in the Management of Endometrial Carcinoma: Cost Analysis1

Hardesty, Lara A., Sumkin, Jules H., Nath, Manju E., Edwards, Robert P., Price, Fredric V., Chang, Thomas S., Johns, Christopher M., Kelley, Joseph L.

Journal:

Year:

2000

Language:

english

File:

PDF, 128 KB

english, 2000

42

Computer-aided Detection Performance in Mammographic Examination of Masses: Assessment1

Gur, David, Stalder, Jennifer S., Hardesty, Lara A., Zheng, Bin, Sumkin, Jules H., Chough, Denise M., Shindel, Betty E., Rockette, Howard E.

Journal:

Year:

2004

Language:

english

File:

PDF, 102 KB

english, 2004

43

Computer-aided Detection with Screening Mammography: Improving Performance or Simply Shifting the Operating Point?

Sumkin, Jules H., Gur, David

Journal:

Year:

2006

Language:

english

File:

PDF, 133 KB

english, 2006

44

Recall Rate Reduction with Tomosynthesis During Baseline Screening Examinations

Sumkin, Jules H., Ganott, Marie A., Chough, Denise M., Catullo, Victor J., Zuley, Margarita L., Shinde, Dilip D., Hakim, Christiane M., Bandos, Andriy I., Gur, David

Journal:

Academic Radiology

Year:

2015

File:

PDF, 172 KB

2015

45

Digital Breast Tomosynthesis: Observer Performance Study

Gur, David, Abrams, Gordon S., Chough, Denise M., Ganott, Marie A., Hakim, Christiane M., Perrin, Ronald L., Rathfon, Grace Y., Sumkin, Jules H., Zuley, Margarita L., Bandos, Andriy I.

Journal:

American Journal of Roentgenology

Year:

2009

File:

PDF, 482 KB

2009

46

Is Maximum Positive Predictive Value a Good Indicator of an Optimal Screening Mammography Practice?

Hardesty, Lara A., Klym, Amy H., Shindel, Betty E., Chough, Denise M., Sumkin, Jules H., Gur, David

Journal:

American Journal of Roentgenology

Year:

2005

Language:

english

File:

PDF, 129 KB

english, 2005

47

Recall Rate Reduction with Tomosynthesis During Baseline Screening Examinations

Sumkin, Jules H., Ganott, Marie A., Chough, Denise M., Catullo, Victor J., Zuley, Margarita L., Shinde, Dilip D., Hakim, Christiane M., Bandos, Andriy I., Gur, David

Journal:

Academic Radiology

Year:

2015

Language:

english

File:

PDF, 172 KB

english, 2015

48

Digital Breast Tomosynthesis: Observer Performance Study

Gur, David, Abrams, Gordon S., Chough, Denise M., Ganott, Marie A., Hakim, Christiane M., Perrin, Ronald L., Rathfon, Grace Y., Sumkin, Jules H., Zuley, Margarita L., Bandos, Andriy I.

Journal:

American Journal of Roentgenology

Year:

2009

Language:

english

File:

PDF, 482 KB

english, 2009

49

Imaging in Hepatic Transplantation

Davis, Peter, van Thiel, David, Zajko, Albert, Campbell, William, Sumkin, Jules, Rothschild, Marcus

Journal:

Seminars in Liver Disease

Year:

1989

Language:

english

File:

PDF, 1.29 MB

english, 1989

50

Detection of Masses and Clustered Microcalcifications on Data Compressed Mammograms

Good, Walter F., Sumkin, Jules H., Ganott, Marie, Hardesty, Lara, Holbert, Brenda, Johns, Christopher M., Klym, Amy H.

Journal:

American Journal of Roentgenology

Year:

2000

Language:

english

File:

PDF, 24 KB

english, 2000

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