Scholars@Duke

• Background
• 

  Education, Training, & Certifications

  • M.D., University of North Carolina at Chapel Hill 1994
• 

  Duke Appointment History

  • Assistant Professor of Radiology, Radiology, Breast Imaging, Radiology 2012 - 2013
  • Assistant Professor of Radiology, Radiology, Breast Imaging, Radiology 2005 - 2012
  • Associate in the Department of Radiology, Radiology, Breast Imaging, Radiology 2003 - 2005
  • Clinical Associate in the Department of Radiology, Radiology, Breast Imaging, Radiology 2002 - 2003
• Research
• 

  Selected Grants

  • Diagnostic Utility of MRI in Female Patients with Nipple Discharge: A Prospective Trial awarded by Bracco Diagnostics, Inc. 2016 - 2020
  • Can contrast dynamics in breast MRI predict genomic intra-tumor heterogeneity awarded by Bracco Diagnostics, Inc. 2016 - 2020
  • Machine learning and collaborative filtering tools for personalized education in digital breast tomosynthesis awarded by National Institutes of Health 2016 - 2020
  • Commericialization of a computational imaging-based biomarker for prognostication in breast cancer awarded by North Carolina Biotechnology Center 2016 - 2017
  • Simultaneous Emission and Transmission Mammotomography awarded by National Institutes of Health 2002 - 2014
• Publications & Artistic Works
• 

  Selected Publications

  • Academic Articles

    • Saha, Ashirbani, Lars J. Grimm, Sujata V. Ghate, Connie E. Kim, Mary S. Soo, Sora C. Yoon, and Maciej A. Mazurowski. “Machine learning-based prediction of future breast cancer using algorithmically measured background parenchymal enhancement on high-risk screening MRI..” Journal of Magnetic Resonance Imaging : Jmri, January 16, 2019. https://doi.org/10.1002/jmri.26636.
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    • Grimm, Lars J., Ashirbani Saha, Sujata V. Ghate, Connie Kim, Mary Scott Soo, Sora C. Yoon, and Maciej A. Mazurowski. “Relationship between Background Parenchymal Enhancement on High-risk Screening MRI and Future Breast Cancer Risk..” Academic Radiology 26, no. 1 (January 2019): 69–75. https://doi.org/10.1016/j.acra.2018.03.013.
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    • Saha, Ashirbani, Michael R. Harowicz, Lars J. Grimm, Connie E. Kim, Sujata V. Ghate, Ruth Walsh, and Maciej A. Mazurowski. “A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features..” British Journal of Cancer 119, no. 4 (August 2018): 508–16. https://doi.org/10.1038/s41416-018-0185-8.
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    • Kaunitz, Andrew M., JoAnn V. Pinkerton, Sujata V. Ghate, and Andrew M. D. Wolf. “Screening mammography for average-risk women..” Menopause (New York, N.Y.) 25, no. 3 (March 2018): 343–45. https://doi.org/10.1097/gme.0000000000001026.
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    • Grimm, Lars J., Sujata V. Ghate, E Shelley Hwang, and Mary Scott Soo. “Imaging Features of Patients Undergoing Active Surveillance for Ductal Carcinoma in Situ..” Academic Radiology 24, no. 11 (November 2017): 1364–71. https://doi.org/10.1016/j.acra.2017.05.017.
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    • Grimm, Lars J., David Y. Johnson, Karen S. Johnson, Jay A. Baker, Mary Scott Soo, E Shelley Hwang, and Sujata V. Ghate. “Suspicious breast calcifications undergoing stereotactic biopsy in women ages 70 and over: Breast cancer incidence by BI-RADS descriptors..” European Radiology 27, no. 6 (June 2017): 2275–81. https://doi.org/10.1007/s00330-016-4617-7.
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    • Bahl, Manisha, Jay A. Baker, Mythreyi Bhargavan-Chatfield, Eugenia K. Brandt, and Sujata V. Ghate. “Impact of Breast Density Notification Legislation on Radiologists' Practices of Reporting Breast Density: A Multi-State Study..” Radiology 280, no. 3 (September 2016): 701–6. https://doi.org/10.1148/radiol.2016152457.
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    • Wang, M., J. Zhang, L. J. Grimm, S. V. Ghate, R. Walsh, K. S. Johnson, J. Y. Lo, and M. A. Mazurowski. “Predicting false negative errors in digital breast tomosynthesis among radiology trainees using a computer vision-based approach.” Expert Systems With Applications 56 (September 1, 2016): 1–8. https://doi.org/10.1016/j.eswa.2016.01.053.
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    • Bahl, Manisha, Irene J. Pien, Kate J. Buretta, E Shelley Hwang, Rachel A. Greenup, Sujata V. Ghate, and Scott T. Hollenbeck. “Can Vascular Patterns on Preoperative Magnetic Resonance Imaging Help Predict Skin Necrosis after Nipple-Sparing Mastectomy?.” Journal of the American College of Surgeons 223, no. 2 (August 2016): 279–85. https://doi.org/10.1016/j.jamcollsurg.2016.04.045.
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    • Saha, Ashirbani, Lars J. Grimm, Michael Harowicz, Sujata V. Ghate, Connie Kim, Ruth Walsh, and Maciej A. Mazurowski. “Interobserver variability in identification of breast tumors in MRI and its implications for prognostic biomarkers and radiogenomics..” Medical Physics 43, no. 8 (August 2016). https://doi.org/10.1118/1.4955435.
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    • Kiarashi, Nooshin, Loren W. Nolte, Joseph Y. Lo, W Paul Segars, Sujata V. Ghate, Justin B. Solomon, and Ehsan Samei. “Impact of breast structure on lesion detection in breast tomosynthesis, a simulation study..” Journal of Medical Imaging (Bellingham, Wash.) 3, no. 3 (July 2016). https://doi.org/10.1117/1.JMI.3.3.035504.
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    • Bahl, Manisha, Jay A. Baker, and Sujata V. Ghate. “Reply to "Conventional Ductography Combined With Digital Breast Tomosynthesis for Imaging of Pathologic Nipple Discharge"..” Ajr. American Journal of Roentgenology 206, no. 2 (February 2016). https://doi.org/10.2214/ajr.15.15606.
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    • Grimm, Lars J., Jing Zhang, Joseph Y. Lo, Karen S. Johnson, Sujata V. Ghate, Ruth Walsh, and Maciej A. Mazurowski. “Radiology Trainee Performance in Digital Breast Tomosynthesis: Relationship Between Difficulty and Error-Making Patterns..” Journal of the American College of Radiology : Jacr 13, no. 2 (February 2016): 198–202. https://doi.org/10.1016/j.jacr.2015.09.025.
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    • Bahl, Manisha, Jay A. Baker, Emily N. Kinsey, and Sujata V. Ghate. “Architectural Distortion on Mammography: Correlation With Pathologic Outcomes and Predictors of Malignancy..” Ajr. American Journal of Roentgenology 205, no. 6 (December 2015): 1339–45. https://doi.org/10.2214/ajr.15.14628.
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    • Bahl, Manisha, Jay A. Baker, Rachel A. Greenup, and Sujata V. Ghate. “Evaluation of Pathologic Nipple Discharge: What is the Added Diagnostic Value of MRI?.” Ann Surg Oncol 22 Suppl 3 (December 2015): S435–41. https://doi.org/10.1245/s10434-015-4792-9.
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    • Mazurowski, Maciej A., Lars J. Grimm, Jing Zhang, P Kelly Marcom, Sora C. Yoon, Connie Kim, Sujata V. Ghate, and Karen S. Johnson. “Recurrence-free survival in breast cancer is associated with MRI tumor enhancement dynamics quantified using computer algorithms..” European Journal of Radiology 84, no. 11 (November 2015): 2117–22. https://doi.org/10.1016/j.ejrad.2015.07.012.
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    • Myers, Evan R., Patricia Moorman, Jennifer M. Gierisch, Laura J. Havrilesky, Lars J. Grimm, Sujata Ghate, Brittany Davidson, et al. “Benefits and Harms of Breast Cancer Screening: A Systematic Review..” Jama 314, no. 15 (October 20, 2015): 1615–34. https://doi.org/10.1001/jama.2015.13183.
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    • Grimm, Lars J., Mary S. Soo, Sora Yoon, Connie Kim, Sujata V. Ghate, and Karen S. Johnson. “Abbreviated screening protocol for breast MRI: a feasibility study..” Academic Radiology 22, no. 9 (September 2015): 1157–62. https://doi.org/10.1016/j.acra.2015.06.004.
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    • Grimm, Lars J., Andy L. Anderson, Jay A. Baker, Karen S. Johnson, Ruth Walsh, Sora C. Yoon, and Sujata V. Ghate. “Frequency of Malignancy and Imaging Characteristics of Probably Benign Lesions Seen at Breast MRI..” Ajr. American Journal of Roentgenology 205, no. 2 (August 2015): 442–47. https://doi.org/10.2214/ajr.14.13530.
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    • Bahl, Manisha, Jay A. Baker, Rachel A. Greenup, and Sujata V. Ghate. “Diagnostic Value of Ultrasound in Female Patients With Nipple Discharge..” Ajr Am J Roentgenol 205, no. 1 (July 2015): 203–8. https://doi.org/10.2214/AJR.14.13354.
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    • Kiarashi, Nooshin, Adam C. Nolte, Gregory M. Sturgeon, William P. Segars, Sujata V. Ghate, Loren W. Nolte, Ehsan Samei, and Joseph Y. Lo. “Development of realistic physical breast phantoms matched to virtual breast phantoms based on human subject data..” Medical Physics 42, no. 7 (July 2015): 4116–26. https://doi.org/10.1118/1.4919771.
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    • Zhang, Jing, Lars J. Grimm, Joseph Y. Lo, Karen S. Johnson, Sujata V. Ghate, Ruth Walsh, and Maciej A. Mazurowski. “Does Breast Imaging Experience During Residency Translate Into Improved Initial Performance in Digital Breast Tomosynthesis?.” Journal of the American College of Radiology : Jacr 12, no. 7 (July 2015): 728–32. https://doi.org/10.1016/j.jacr.2015.02.025.
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    • Grimm, Lars J., Andy L. Anderson, Jay A. Baker, Karen S. Johnson, Ruth Walsh, Sora C. Yoon, and Sujata V. Ghate. “Interobserver Variability Between Breast Imagers Using the Fifth Edition of the BI-RADS MRI Lexicon..” Ajr Am J Roentgenol 204, no. 5 (May 2015): 1120–24. https://doi.org/10.2214/AJR.14.13047.
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    • Mazurowski, M. A., L. J. Grimm, J. Zhang, P. K. Marcom, S. C. Yoon, C. Kim, S. V. Ghate, and K. S. Johnson. “Recurrence-free survival in breast cancer is associated with MRI tumor enhancement dynamics quantified using computer algorithms.” European Journal of Radiology 84, no. 11 (2015): 2117–22. https://doi.org/10.1016/j.ejrad.2015.07.012.
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    • Omonuwa, T., M. Small, and S. Ghate. “Prenatal maternal-fetal imaging for global health radiology” 9781461406044 (October 1, 2014): 219–32. https://doi.org/10.1007/978-1-4614-0604-4_20.
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    • Zhang, Jing, Joseph Y. Lo, Cherie M. Kuzmiak, Sujata V. Ghate, Sora C. Yoon, and Maciej A. Mazurowski. “Using computer-extracted image features for modeling of error-making patterns in detection of mammographic masses among radiology residents..” Medical Physics 41, no. 9 (September 2014). https://doi.org/10.1118/1.4892173.
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    • Grimm, Lars J., Cherie M. Kuzmiak, Sujata V. Ghate, Sora C. Yoon, and Maciej A. Mazurowski. “Radiology resident mammography training: interpretation difficulty and error-making patterns..” Academic Radiology 21, no. 7 (July 2014): 888–92. https://doi.org/10.1016/j.acra.2014.01.025.
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    • Kiarashi, Nooshin, Joseph Y. Lo, Yuan Lin, Lynda C. Ikejimba, Sujata V. Ghate, Loren W. Nolte, James T. Dobbins, William P. Segars, and Ehsan Samei. “Development and application of a suite of 4-D virtual breast phantoms for optimization and evaluation of breast imaging systems..” Ieee Transactions on Medical Imaging 33, no. 7 (July 2014): 1401–9. https://doi.org/10.1109/TMI.2014.2312733.
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    • Grimm, Lars J., Sujata V. Ghate, Sora C. Yoon, Cherie M. Kuzmiak, Connie Kim, and Maciej A. Mazurowski. “Predicting error in detecting mammographic masses among radiology trainees using statistical models based on BI-RADS features..” Medical Physics 41, no. 3 (March 2014). https://doi.org/10.1118/1.4866379.
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    • Grimm, L. J., S. V. Ghate, S. C. Yoon, C. M. Kuzmiak, C. Kim, and M. A. Mazurowski. “Predicting error in detecting mammographic masses among radiology trainees using statistical models based on BI-RADS features.” Medical Physics 41, no. 3 (January 1, 2014). https://doi.org/10.1118/1.4866379.
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    • Ikejimba, L. C., N. Kiarashi, S. V. Ghate, E. Samei, and J. Y. Lo. “Task-based strategy for optimized contrast enhanced breast imaging: Analysis of six imaging techniques for mammography and tomosynthesis.” Medical Physics 41, no. 6 (January 1, 2014). https://doi.org/10.1118/1.4873317.
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    • Kiarashi, N., S. V. Ghate, J. Y. Lo, L. W. Nolte, and E. Samei. “Application of a dynamic 4D anthropomorphic breast phantom in contrast-based imaging system optimization: Dual-energy or temporal subtraction?.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7361 LNCS (August 15, 2012): 658–65. https://doi.org/10.1007/978-3-642-31271-7_85.
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    • Ghate, Sujata V., Jay A. Baker, Connie E. Kim, Karen S. Johnson, Ruth Walsh, and Mary Scott C. Soo. “Using the BI-RADS lexicon in a restrictive form of double reading as a strategy for minimizing screening mammography recall rates..” Ajr. American Journal of Roentgenology 198, no. 4 (April 2012): 962–70. https://doi.org/10.2214/ajr.11.6648.
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    • Ghate, Sujata V., Jay A. Baker, Ashley D. Hawkins, and Brian J. Soher. “Titanium vs carbon coated ceramic breast tissue marker clips: 3T MR susceptibility artifact and local signal disturbance..” Academic Radiology 18, no. 6 (June 2011): 770–73. https://doi.org/10.1016/j.acra.2011.01.008.
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    • Webb, Lincoln J., Ehsan Samei, Joseph Y. Lo, Jay A. Baker, Sujata V. Ghate, Connie Kim, Mary Scott Soo, and Ruth Walsh. “Comparative performance of multiview stereoscopic and mammographic display modalities for breast lesion detection..” Medical Physics 38, no. 4 (April 2011): 1972–80. https://doi.org/10.1118/1.3562901.
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    • Bennett, Lisa E., Sujata V. Ghate, Rex Bentley, and Jay A. Baker. “Is surgical excision of core biopsy proven benign papillomas of the breast necessary?.” Acad Radiol 17, no. 5 (May 2010): 553–57. https://doi.org/10.1016/j.acra.2010.01.001.
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    • Wilke, Lee G., Gloria Broadwater, Sarah Rabiner, Elizabeth Owens, Sora Yoon, Sujata Ghate, Victoria Scott, et al. “Breast self-examination: defining a cohort still in need..” American Journal of Surgery 198, no. 4 (October 2009): 575–79. https://doi.org/10.1016/j.amjsurg.2009.06.012.
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    • Pollard, Benjamin J., Ehsan Samei, Amarpreet S. Chawla, Jay Baker, Sujata Ghate, Connie Kim, Mary S. Soo, and Noriyuki Hashimoto. “The influence of increased ambient lighting on mass detection in mammograms..” Academic Radiology 16, no. 3 (March 2009): 299–304. https://doi.org/10.1016/j.acra.2008.08.017.
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    • Ghate, Sujata V., Michele M. Crockett, Brita K. Boyd, and Erik K. Paulson. “Sonohysterography: do 3D reconstructed images provide additional value?.” Ajr. American Journal of Roentgenology 190, no. 4 (April 2008): W227–33. https://doi.org/10.2214/ajr.07.2561.
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    • Ghate, S. V., C. Kim, K. Johnson, J. A. Baker, and M. C. Soo. “Minimal Screening Mammography Recall Rates Using Standardized BI-RADS Criteria.” American Journal of Roentgenology 188, no. 5 (May 1, 2007).
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    • Maxwell, Robert W., Sujata V. Ghate, Rex C. Bentley, and Mary Scott Soo. “Primary primitive neuroectodermal tumor of the breast..” J Ultrasound Med 25, no. 10 (October 2006): 1331–33.
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    • Ghate, Sujata V., Eric L. Rosen, Mary Scott C. Soo, and Jay A. Baker. “MRI-guided vacuum-assisted breast biopsy with a handheld portable biopsy system..” Ajr. American Journal of Roentgenology 186, no. 6 (June 2006): 1733–36. https://doi.org/10.2214/ajr.05.0551.
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    • Soo, Mary Scott, Sujata V. Ghate, Jay A. Baker, Eric L. Rosen, Ruth Walsh, Brenda N. Warwick, A. R. Ramachandran, and Kathryn R. Nightingale. “Streaming detection for evaluation of indeterminate sonographic breast masses: a pilot study..” Ajr. American Journal of Roentgenology 186, no. 5 (May 2006): 1335–41. https://doi.org/10.2214/ajr.05.0005.
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    • Soo, M. S., S. Ghate, J. A. Baker, and E. Rosen. “Reply [2].” American Journal of Roentgenology 186, no. 3 (March 1, 2006): 902–3. https://doi.org/10.2214/AJR.06.5013-1.
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    • Ghate, Sujata V., Mary Scott Soo, Jay A. Baker, Ruth Walsh, Edgardo I. Gimenez, and Eric L. Rosen. “Comparison of recall and cancer detection rates for immediate versus batch interpretation of screening mammograms..” Radiology 235, no. 1 (April 2005): 31–35. https://doi.org/10.1148/radiol.2351040699.
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    • Soo, Mary Scott, Eric L. Rosen, Jessie Q. Xia, Sujata Ghate, and Jay A. Baker. “Computer-aided detection of amorphous calcifications..” Ajr. American Journal of Roentgenology 184, no. 3 (March 2005): 887–92. https://doi.org/10.2214/ajr.184.3.01840887.
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    • Soo, Mary Scott, Mark A. Kliewer, Sujata Ghate, Richard S. Helsper, and Eric L. Rosen. “Stereotactic breast biopsy of noncalcified lesions: a cost-minimization analysis comparing 14-gauge multipass automated core biopsy to 14- and 11-gauge vacuum-assisted biopsy..” Clinical Imaging 29, no. 1 (January 2005): 26–33. https://doi.org/10.1016/s0899-7071(04)00051-8.
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    • Soo, M. S., and S. Ghate. “Herpes simplex virus mastitis: clinical and imaging findings..” Ajr. American Journal of Roentgenology 174, no. 4 (April 2000): 1087–88. https://doi.org/10.2214/ajr.174.4.1741087.
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    • Soo, M. S., S. Ghate, and D. Delong. “Stereotactic biopsy of noncalcified breast lesions: utility of vacuum-assisted technique compared to multipass automated gun technique..” Clinical Imaging 23, no. 6 (November 1999): 347–52. https://doi.org/10.1016/s0899-7071(00)00164-9.
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    • Ghate, S. V., M. S. Soo, and P. M. Mengoni. “Extended field-of-view two-dimensional ultrasonography of the breast: improvement in lesion documentation..” Journal of Ultrasound in Medicine : Official Journal of the American Institute of Ultrasound in Medicine 18, no. 9 (September 1999): 597–601. https://doi.org/10.7863/jum.1999.18.9.597.
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    • Pisano, E. D., B. C. Yankaskas, S. V. Ghate, M. W. Plankey, and J. T. Morgan. “Patient compliance in mobile screening mammography..” Academic Radiology 2, no. 12 (December 1995): 1067–72. https://doi.org/10.1016/s1076-6332(05)80517-3.
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    • George, J. W., S. Ghate, S. W. Matson, and J. M. Besterman. “Inhibition of DNA helicase II unwinding and ATPase activities by DNA-interacting ligands. Kinetics and specificity..” The Journal of Biological Chemistry 267, no. 15 (May 1992): 10683–89.

  • Conference Papers

    • Saha, A., M. R. Harowicz, L. J. Grimm, C. E. Kim, S. V. Ghate, R. Walsh, and M. A. Mazurowski. “Association of high proliferation marker Ki-67 expression with DCEMR imaging features of breast: A large scale evaluation.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 10575, 2018. https://doi.org/10.1117/12.2293207.
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    • Zhang, J., S. V. Ghate, L. J. Grimm, A. Saha, E. H. Cain, Z. Zhu, and M. A. Mazurowski. “Convolutional encoder-decoder for breast mass segmentation in digital breast tomosynthesis.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 10575, 2018. https://doi.org/10.1117/12.2295437.
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    • Wang, M., J. Zhang, L. J. Grimm, S. V. Ghate, R. Walsh, K. S. Johnson, J. Y. Lo, and M. A. Mazurowski. “Identification of error making patterns in lesion detection on digital breast tomosynthesis using computer-extracted image features.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 9787, 2016. https://doi.org/10.1117/12.2201061.
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    • Pien, Irene J., Manisha Bahl, Kate J. Buretta, Rachel A. Greenup, Sujata V. Ghate, and Scott T. Hollenbeck. “Vascular Patterns on Preoperative Breast MRI Predict Ischemia and Necrosis after Nipple-Sparing Mastectomy.” In Journal of the American College of Surgeons, 221:S120–S120. Elsevier BV, 2015. https://doi.org/10.1016/j.jamcollsurg.2015.07.282.
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    • Kiarashi, N., L. W. Nolte, J. Y. Lo, W. P. Segars, S. V. Ghate, and E. Samei. “The impact of breast structure on lesion detection in breast tomosynthesis.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 9412, 2015. https://doi.org/10.1117/12.2082473.
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    • Mazurowski, M. A., J. Zhang, J. Y. Lo, C. M. Kuzmiak, S. V. Ghate, and S. Yoon. “Modeling resident error-making patterns in detection of mammographic masses using computer-extracted image features: Preliminary experiments.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 9037, 2014. https://doi.org/10.1117/12.2044404.
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    • Kiarashi, N., Y. Lin, W. P. Segars, S. V. Ghate, L. Ikejimba, B. Chen, J. Y. Lo, J. T. Dobbins, L. W. Nolte, and E. Samei. “Development of a dynamic 4D anthropomorphic breast phantom for contrast-based breast imaging.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 8313, 2012. https://doi.org/10.1117/12.913332.
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    • Lin, Y., S. Ghate, J. Lo, and E. Samei. “3D biopsy for tomosynthesis: Simulation of prior information based reconstruction for dose and artifact reduction.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 8313, 2012. https://doi.org/10.1117/12.912346.
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    • Ikejimba, L., N. Kiarashi, Y. Lin, B. Chen, S. V. Ghate, M. Zerhouni, E. Samei, and J. Y. Lo. “Task-based strategy for optimized contrast enhanced breast imaging: Analysis of six imaging techniques for mammography and tomosynthesis.” In Progress in Biomedical Optics and Imaging  Proceedings of Spie, Vol. 8313, 2012. https://doi.org/10.1117/12.913377.
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    • Ghate, S. V., and E. L. Rosen. “MRI-guided breast biopsies using a novel hand-held portable breast biopsy system.” In American Journal of Roentgenology, 184:58–58. AMER ROENTGEN RAY SOC, 2005.
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    • Soo, M. S., J. A. Baker, S. V. Ghate, R. Walsh, B. Warwick, and K. Nightingale. “Streaming detection for evaluation of indeterminate sono-graphic breast masses - A pilot study.” In American Journal of Roentgenology, 184:27–27. AMER ROENTGEN RAY SOC, 2005.
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