Joseph Lo - curriculum vitae

[return to Joseph Lo's research home page]

updated Mar 10, 2005

Contents

Curriculum Vitae

Joseph Yuan-Chieh Lo

PRIMARY ACADEMIC APPOINTMENT:

Radiology
Duke University Medical Ctr.

SECONDARY ACADEMIC APPOINTMENT:

Biomedical Engineering
Duke University

PRESENT ACADEMIC RANK AND TITLE:

Assistant Research Professor

DATE OF BIRTH:

June 12, 1966

PLACE:

Taipei, Taiwan, Republic of China

CITIZEN OF:

Republic of China (permanent resident of U.S.)

EDUCATION:

Duke University, Durham, NC.


 Ph.D. in Biomedical Engineering, 1993
B.S.E. in Biomedical Engineering, 1988

HONORS:


 Graduate Fellowship, Duke University
Magna cum laude, Duke University
Phi Beta Kappa
Tau Beta Pi - Engineering Honor Society

SCHOLARLY SOCIETIES:


AAPM - American Association of Physicists in Medicine
IEEE - Institute of Electrical and Electronics Engineers
SPIE - International Society for Optical Engineering

PROFESSIONAL TRAINING AND ACADEMIC CAREER:

1999-present

Director, Biophysics Third Year Study Program
Duke University Medical School

1997-present

Assistant Research Professor
Biomedical Engineering, Duke University

1995-present

Assistant Research Professor
Radiology, Duke University Medical Ctr

1993-1995

Research Associate
Radiology, Duke University Medical Center

1988-1993

Teaching and Research Assistant
Biomedical Engineering, Duke University

[ return to contents ]

Publications:

A. Refereed Journals:

* indicates first author or senior author (PI or mentor of first author) - 13 total.

  1. Chotas HG, Floyd CE, Jr, Dobbins JT, III, Lo JY, and Ravin CE, "Scatter fractions in AMBER imaging," Radiology 177, 879-880 (1990).
  2. Floyd CE, Jr , Lo JY, Chotas HG, and Ravin CE, "Quantitative scatter measurement in digital radiography using a photostimulable phosphor imaging system," Med Phys 18, 408-413 (1991).
  3. Floyd CE, Jr, Baker JA, Lo JY, and Ravin CE, "Measurement of scatter fractions in clinical bedside radiography," Radiology 183, 857-861 (1992).
  4. Floyd CE, Jr, Baker JA, Lo JY, and Ravin CE, "Posterior Beam Stop method for scatter fraction measurement in digital radiography," Invest Radiol 27, 119-123 (1992).
  5. Baker JA, Floyd CE, Jr, Lo JY, and Ravin CE, "Observer evaluation of scatter subtraction for digital portable chest radiographs," Invest Radiol 28, 667-670 (1993).
  6. Floyd CE, Jr, Baydush AH, Lo JY, Bowsher JE, and Ravin CE, "Scatter compensation for digital chest radiography using Maximum Likelihood Expectation Maximization," Invest Radiol 28, 427-433 (1993).
  7. Jordan LK, III, Floyd CE, Jr, Lo JY, and Ravin CE, "Measurement of scatter fractions in erect posteroanterior and lateral chest radiography," Radiology 188, 215-218 (1993).
  8. * Lo JY, Floyd CE, Jr, Baker JA, and Ravin CE, "An artificial neural network for estimating scatter exposures in portable chest radiography," Med Phys 20, 965-973 (1993).
  9. Floyd CE, Jr, Baydush AH, Lo JY, Bowsher JE, and Ravin CE, "Bayesian restoration of chest radiographs: Scatter compensation with improved signal to noise ratio," Invest Radiol 29, 904-910 (1994).
  10. Floyd CE, Jr, Lo JY, Yun AJ, Sullivan DC, and Kornguth PJ, "Prediction of breast cancer malignancy using an artificial neural network," Cancer 74, 2944-2948 (1994).
  11. * Lo JY, Floyd CE, Jr, Baker JA, and Ravin CE, "Scatter compensation in digital chest radiography using the Posterior Beam Stop technique," Med Phys 21, 435-443 (1994).
  12. Baker JA, Kornguth PJ, Lo JY, Williford ME, and Floyd CE, Jr, "Breast cancer: prediction with artificial neural network based on BI-RADS standardized lexicon," Radiology 196, 817-822 (1995).
  13. * Lo JY, Baker JA, Kornguth PJ, and Floyd CE, Jr, "Computer-aided diagnosis of breast cancer: artificial neural network approach for optimized merging of mammographic features," Acad Radiol 2, 841-850 (1995).
  14. Baker JA, Kornguth PJ, Lo JY, and Floyd CE, Jr, "Artificial neural network: improving the quality of breast biopsy recommendations," Radiology 198, 131-135 (1996).
  15. Floyd CE, Jr, Lo JY, Tourassi GD, Baker JA, Vitittoe NF, and Vargas-Voracek R, "Computer aided diagnosis in thoracic and mammographic radiology," Medical Imaging Technology 14, 629-634 (1996).
  16. Floyd CE, Jr, Patz EF, Jr, Lo JY, Vittitoe NF, and Stambaugh LE, "Diffuse nodular lung disease on chest radiographs: A pilot study of characterization by fractal dimension," AJR 167, 1185-7 (1996).
  17. * Lo JY, Baker JA, Kornguth PJ, Iglehart JD, and Floyd CE, Jr, "Predicting breast cancer invasion with artificial neural networks on the basis of mammographic features," Radiology 203, 159-163 (1997).
  18. Freed KS, Lo JY, Baker JA, Floyd CE, Jr, Low VHS, Seabourn JT, and Nelson RC, "Predictive model for the diagnosis of intraabdominal abscess," Acad Radiol , 473-9 (1998).
  19. * Lo JY, Baker JA, Kornguth PJ, and Floyd CE, Jr, "Effect of patient history data on the prediction of breast cancer from mammographic findings with artificial neural networks," Acad Radiol 6, 10-15 (1999).
  20. Munley MT, Lo JY, Sibley GS, Bentel GC, Anscher MS, and Marks LB, "A neural network to predict symptomatic lung injury," Phys Med Biol 44, 2241-2249 (1999).
  21. Floyd CE, Jr, Lo JY, and Tourassi GD, "Cased-based reasoning computer algorithm that uses mammographic findings for breast biopsy decisions," AJR 175, 1347-1352 (2000).
  22. * Gavrielides MA, Lo JY, Vargas-Voracek R, and Floyd CE, Jr, "Segmentation of suspicious clustered microcalcifications in mammograms," Med Phys 27, 13-22 (2000).
  23. Akanda A, Land WH, and Lo JY, "Application of support vector machines to breast cancer classification using mammogram and history data," Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining, and Complex Systems, edited by Dagli CH et al. 11 vols. (ASME Press, St. Louis, Missouri, 2001) 11: 839-846.
  24. Baydush AH, Catarious DM, Lo JY, Abbey CK, and Floyd CE, Jr, "Computerized Classification of Lung Nodules in Chest Radiographs using Sub-region Hotelling Observers," Med Phys 28, 2403-9 (2001). [PDF]
  25. Tourassi GD, Markey MK, Lo JY, and Floyd CE, Jr, "A Neural Network Approach to Breast Cancer Diagnosis as a Constraint Satisfaction Problem," Med Phys 28, 804-811 (2001).
  26. * Gavrielides MA, Lo JY, and Floyd CE, Jr, "Parameter optimization of a computer-aided diagnosis scheme for the segmentation of microcalcification clusters in mammograms," Med Phys 28, 2403-9 (2001). [PDF]
  27. Keogan MT, Lo JY, Freed KS, Raptopoulos V, Blake S, R KI, Weisinger K, Rosen MP, and Nelson RC, "Outcome analysis of patients with acute pancreatitis by using of an artificial neural network," Acad Radiol 4, 410-419 (2002) [PDF].
  28. * Lo JY, Markey MK, Baker JA, and Floyd CE, Jr, "Cross-institution evaluation of BI-RADS predictive model for mammographic diagnosis of breast cancer," AJR 178, 457-463 (2002). [PDF]
  29. * Markey MK, Lo JY, and Floyd CE, Jr, "Differences in the computer aided diagnosis of breast masses and calcifications,"Radiology 223, 489-493 (2002).
  30. * Markey MK, Lo JY, Vargas-Voracek R, Tourassi GD, and Floyd CE, Jr, "Perceptron error surface analysis: A case study in breast cancer diagnosis," Computers in Biology & Medicine 32, 99-109 (2002).
  31. Baker JA, Rosen EL, Lo JY, Gimenez EI, Walsh R, and Soo MS, "Computer-aided detection (CAD) in screening mammography: sensitivity of commercial CAD systems for detecting architectural distortion," AJR 181, 1083-8 (2003).
  32. * Bilska-Wolak AO, Floyd CE, Jr, Nolte LW, and Lo JY, "Application of likelihood ratio to classification of mammographic masses; performance comparison to case-based reasoning," Med Phys 30, 949-958 (2003).
  33. * Markey MK, Lo JY, Tourassi GD, and Floyd CE, Jr, "Self-organizing map for cluster analysis of a breast cancer database," Artificial Intelligence in Medicine 27, 113-127 (2003).
  34. Baker JA, Lo JY, Delong DM, and Floyd CE, Jr, "Computer-aided detection in screening mammography: Variability in cues," Radiology 233, 411-417 (2004).
  35. Samei E, Lo JY, Yoshizumi TT, Jesneck JL, Dobbins JT, III, Floyd CE, Jr, McAdams HP, and Ravin CE, "Comparative scatter and dose performance of slot-scan and wide-beam digital chest radiographic systems," Radiology in press, (2005).
  36. Samei E, Saunders RS, Lo JY, Dobbins JT, III, Jesneck JL, Floyd CE, Jr, and Ravin CE, "Fundamental imaging characteristics of a slot-scan digital chest radiographic system," Med Phys 31, 2687-2698 (2004).
  37. * Saunders RS, Samei E, Jesneck JL, and Lo JY, "Physical characterization of a prototype selenium-based full-field digital mammography detector," Med Phys 32, 588 (2005).

[ return to contents ]

B. Non-refereed Publications:

  1. Floyd CE, Jr, Bowsher JE, Munley MT, Tourassi GD, Garg S, Baydush AH, Lo JY, and Coleman RE, "Artificial neural networks for SPECT image reconstruction with optimized weighted backprojection," 1991 IEEE Nuclear Science Symposium and Medical Imaging Conference, Sante Fe, NM, 3: 2184-2188 (1991).

  2. Lo JY, Baydush AH, and Floyd CE, Jr, "Spatially varying scatter compensation for chest radiographs using a hybrid Madaline artificial neural network," Medical Imaging 1994: Image Processing, Loew MH, Ed., SPIE Medical Imaging 1994: Image Processing, Proc. SPIE 2167: 601-611 (1994).

  3. Lo JY, Baker JA, Kornguth PJ, and Floyd CE, Jr, "Computer-aided diagnosis of mammography: Artificial neural networks for optimized merging of standardized BIRADS features," Brown DG et al., Ed., World Congress on Neural Networks 95 (International Neural Network Society Annual Meeting), Washington, D.C., 2: 885-888 (1995).

  4. Lo JY, Grisson AT, Floyd CE, Jr, and Kornguth PJ, "Computer-aided diagnosis of mammograms using an artificial neural network: merging of standardized input features from the ACR lexicon," Medical Imaging 1995: Image Processing, Loew MH, Ed., SPIE Medical Imaging 1995: Image Processing, Proc. SPIE 2434: 571-578 (1995).

  5. Freed K, Baker JA, Floyd CE, Jr, Low VHS, Seabourn JT, Lo JY, and Nelson RC, "Use of an artificial neural network for the diagnosis of intraabdominal abscess," American Roentgen Ray Society, San Diego, CA, in press: (1996).

  6. Lo JY, and Floyd CE, Jr, "Analysis of error surfaces of neural network applied to computer-aided diagnosis in mammography," World Congress on Neural Networks '96 (International Neural Network Society 1996 Annual Meeting), Lawrence Erlbaum Associates, Inc., San Diego, CA, 1240 (1996).

  7. Lo JY, Kim J, Baker JA, and Floyd CE, Jr, "Computer-aided diagnosis of mammography using an artificial neural network: Predicting the invasiveness of breast cancers from image features," Medical Imaging 1996: Image Processing, Loew MH, Ed., SPIE Medical Imaging 1996: Image Processing, Proc. SPIE 2710: 725-732 (1996).

  8. Lo JY, and Floyd CE, Jr, "Self-organizing maps for analyzing mammographic findings," 4, Karayiannis NB, Ed., IEEE International Conference on Neural Networks, IEEE, Houston, TX, 4: 2472-4 (1997).

  9. Lo JY, and Floyd CE, Jr, "Computer-aided diagnosis of breast cancer," Doi K et al., Ed., First International Workshop on Computer-Aided Diagnosis, Elsevier Science, Univ. of Chicago, Chicago, IL, 1182 (ICS 1182): 221-5 (1998).

  10. Lo JY, Land WH, and Morrison CT, "Application of evolutionary programming and probabilistic neural networks to breast cancer diagnosis," 1999 International Joint Conference on Neural Networks, IEEE, Washington, DC, 5: 3712-6 (1999).

  11. Tourassi GD, FLoyd CE, Jr, and Lo JY, "A constraint satisfaction neural network for medical diagnosis," 1999 International Joint Conference on Neural Networks, IEEE, Washington, DC, Manuscript #0261 Session #10.5A: 1-4 (1999).

  12. Land WH, Masters T, and Lo JY, "Application of a new evolutionary programming / adaptive boosting hybrid to breast cancer diagnosis," IEEE Congress on Evolutionary Computation Proceedings, in press: (2000).

  13. Land WH, Masters T, Lo JY, and McKee DW, "Using evolutionary computation to develop neural network breast cancer benign/malignant classification models," 4th World Conference on Systemics, Cybernetics, and Informatics, 10: 343-7 (2000).

  14. Lo JY, Land WH, and Morrison CT, "Evolutionary programming technique for reducing complexity of artificial neural networks for breast cancer diagnosis," Medical Imaging 2000: Image Processing, Hanson KM, Ed., SPIE Medical Imaging 2000: Image Processing, Proc. SPIE 3979: 153-8 (2000).

  15. Tourassi GD, Floyd CE, Jr, and Lo JY, "Use of constraint satisfaction neural network for breast cancer diagnosis and dynamic scenarios simulation," Medical Imaging 2000: Image Processing, Hanson KM, Ed., SPIE Medical Imaging 2000: Image Processing, Proc. SPIE 3979: 46-54 (2000).

  16. Land WH, Masters T, Lo JY, and McKee DW, "Application of adaptive boosting to EP-derived multi-layer feedforward neural networks (MLFN) to improve benign/malignant breast cancer classificatioin," Medical Imaging 2001: Image Processing, SPIE Medical Imaging 2001: Image Processing, Proc. SPIE: (2001).

  17. Land WH, Masters T, Lo JY, and McKee DW, "Application of Evolutionary Computation and Neural Network Hybrids for Breast Cancer Classification Using Mammogram and History Data," IEEE World Congress of Evolutionary Computation, IEEE, in press: (2001).

  18. Land WH, Masters T, Lo JY, McKee DW, and Anderson FR, "New Results in Breast Cancer Classification Obtained from an Evolutionary Computation/Adaptive Boosting Hybrid Using Mammogram and History Data," IEEE Mountain Workshop on Soft Computing in Industrial Applications, Virginia Tech, Blacksburg, Virginia, in press: (2001).

  19. Markey MK, Lo JY, Tourassi GD, and Floyd CE, Jr, "Cluster analysis of BI-RADS descriptions of biopsy-proven breast lesions," SPIE Medical Imaging 2002, to appear: (2002).

[ return to contents ]

C. Selected Abstracts:

  1. Floyd CE, Jr, Lo JY, Chotas HG, and Ravin CE, "Quantitative digital radiography using a photostimulable phosphor imaging system," Association of University Radiologists, Minneapolis, Minn., (1990).

  2. Floyd CE, Jr, Lo JY, and Ravin CE, "Simultaneous acquisition of diagnostic and scatter images in chest radiography," Radiology 177(P), 268 (1990).

  3. Lo JY, Floyd CE, Jr, Chotas HG, and Ravin CE, "Quantitative scatter measurement in digital radiography using a photostimulable phosphor system," Association of University Radiologists, Minneapolis, Minn., (1990).

  4. Lo JY, Floyd CE, Jr, and Ravin CE, "Scatter compensation in chest radiography with a single-exposure estimation-subtraction method," Radiology 177(P), 172-173 (1990).

  5. Baker JA, Floyd CE, Jr, and Lo JY, "Observer evaluation of scatter compensation for digital portable chest radiographs," Radiology 181(P), 137 (1991).

  6. Baker JA, Floyd CE, Jr, Lo JY, Chotas HG, and Ravin CE, "Scatter fraction measurements in patients using computed radiography," Association of University Radiologists, Orlando, Fla., (1991).

  7. Lo JY, Baker JA, and Floyd CE, Jr, "Artificial neural network for estimating scatter exposures in portable chest radiography," Radiology 181(P), 143 (1991).

  8. Lo JY, Dobbins JT, III, and Floyd CE, Jr, "Fractal analysis for edge-enhancement in digital chest radiography," Radiology 181(P), 143 (1991).

  9. Lo JY, Floyd CE, Jr, Baker JA, Chotas HG, and Ravin CE, "Quantitative scatter compensation in clinical portable digital chest radiographs," Association of University Radiologists, Orlando, Fla., (1991).

  10. Baydush AH, Floyd CE, Jr, Lo JY, Bowsher JE, and Ravin CE, "Improved contrast-to-noise in digital chest radiography by Bayesian image estimation," Association of University Radiologists, Chicago, Ill., (1992).

  11. Baydush AH, Floyd CE, Jr, Lo JY, Bowsher JE, and Ravin CE, "Scatter reduction in portable digital chest radiography by Bayesian image estimation," Radiology 185(P), 305 (1992).

  12. Jordan LK, III, Floyd CE, Jr, Lo JY, Chotas HG, and Ravin CE, "Development of the Posterior Beam Stop scatter measurement technique for conventional chest radiography including anti-scatter grids," Association of University Radiologists, Chicago, Ill., (1992).

  13. Lo JY, Floyd CE, Jr, Bowsher JE, and Ravin CE, "Spatial-varying scatter estimation in portable chest radiography using an artificial neural network," Radiology 185(P), 300 (1992).

  14. Lo JY, Floyd CE, Jr, and Ravin CE, "Spatial-varying scatter compensation for portable chest radiographs using an artificial neural network," Association of University Radiologists, Chicago, Ill., (1992).

  15. Lo JY, Baydush AH, Floyd CE, Jr, and Ravin CE, "Comparative evaluation of scatter compensation techniques for quantitative digital chest radiography," Radiology 189(P), 129 (1993).

  16. Lo JY, Floyd CE, Jr, and Tourassi GD, "Artificial neural networks for diagnosis in radiology," Lo SCB, Ed., Computer-Aided Diagnosis Workshop, Georgetown University Medical Center, Washington, DC, 22 (1994).

  17. Lo JY, Baker JA, Kornguth PJ, and Floyd CE, Jr, "Application of artificial neural networks to the interpretation of mammograms based on the radiologist impression and optimized BI-RADS™ image features," Radiology 197(P), 242 (1995).

  18. Lo JY, Baydush AH, Baker JA, Kornguth PJ, and Floyd CE, Jr, "Computer-aided diagnosis of breast mass malignancy using automated feature extraction and artificial neural networks," Radiology 197(P), 425 (1995).

  19. Lo JY, Baker JA, and Floyd CE, Jr, "Artificial neural networks for the prediction of breast cancer invasiveness by using Breast Imaging and Reporting Data System mammography lexicon," Radiology 201(P), 370 (1996).

  20. Lo JY, and Floyd CE, Jr, "Analysis of error surfaces of neural network applied to computer-aided diagnosis in mammography," World Congress on Neural Networks '96 (International Neural Network Society 1996 Annual Meeting), Lawrence Erlbaum Associates, Inc., San Diego, CA, 1240 (1996).

  21. Lo JY, Baker JA, Frederick ED, Kornguth PJ, and Floyd CE, Jr, "Predicting breast lesion malignancy and invasion using the BI-RADS mammography lexicon," Radiology 205(P), 447 (1997).

  22. Baker JA, Frederick ED, Lo JY, Kornguth PJ, and Floyd CE, Jr, "Incorporation of an artificial neural network into clinical mammography to reduce benign breast biopsies," AJR Am J Roentgenol Supplement 170, 84 (1998).

  23. Lo JY, Kornguth PJ, and Floyd CE, Jr, "Multi-institution evaluation of BI-RADS breast cancer prediction model," Radiology 209(P), 271 (1998).

  24. Lo JY, and Floyd CE, Jr, "Predicting malignancy of breast masses with ultrasound findings," Radiology 213(P), 198 (1999).

  25. Lo JY, and Floyd CE, Jr, "Predicting malignancy and invasion of breast lesions from BI-RADS and history data: New results from 1204 cases," Radiology 217(P), 317 (2000).

  26. Markey MK, Lo JY, and Floyd CE, Jr, "Differences in computer aided diagnosis of breast cancer: masses vs. calcifications," Chicago 2000: World Congress on Medical Physics and Biomedical Engineering, Chicago, IL, (2000).

[ return to contents ]

Consultant Appointments:

Manuscript reviewer:

Grant reviewer:

United States Army Medical Research and Materiel Command, 1995-1998

Susan G. Komen Breast Cancer Foundation, 2000-2005

NIH CSR

[ return to contents ]

Areas Of Research Interest (Basic And Applied):

Artificial neural networks for computer-aided diagnosis

breast cancer: predictive modeling of malignancy and invasion

Digital Mammography

breast tomosynthesis imaging
automated detection of breast lesions
automated feature extraction and characterization
digital mammography detector characterization
digital mammography radiographic technique optimization

Digital chest radiography

scatter compensation: numerical and hardware techniques
automated detection of lung nodules
quantitative exposure measurements

Image processing

[ return to contents ]

Teaching Responsibilities:

Advising duties as secondary faculty in biomedical engineering (BME):

Ph.D. committee participation for the following additional graduate students:

Biomedical Imaging & Medical Physics Study Program director and mentor for the following third year medical students:

Radiology Residents Medical Physics review course, co-instructor, 2004

[ return to contents ]

External Support:

Grants:

(Grants are listed in chronological order. Dollar amounts are total costs over all years.)

Principal Investigator, DAMD17-94-J-4371, "Computer Aided Mammography Using Automated Feature Extraction for the Detection and Diagnosis of Breast Cancer," United States Army Medical Research and Materiel Command, $130,000, 9/15/94 - 10/15/97.

Co-investigator, "Computer Aided Breast Cancer Diagnosis," PI Carey Floyd. United States Army Medical Research and Materiel Command, $620,000, 9/1/94 - 9/31/98.

Co-investigator, "Computer Aided Diagnosis of Breast Cancer: a Multi-Center Demonstration," PI Carey Floyd. United States Army Medical Research and Materiel Command, $340,000, 10/1/96 - 6/30/00.

Principal Investigator, DAMD17-96-1-6226, "Breast Ultrasound: Computer-Aided Diagnosis Approach to Improving Specificity and Decreasing Observer Variability," United States Army Medical Research and Materiel Command, $340,000, 1/1/96 - 1/30/00.

Principal Investigator, RG 97-0322, "Artificial Neural Networks for Breast Cancer Invasion," Whitaker Foundation, $156,319, 1/1/98 - 12/31/00.

Principal Investigator, R29 CA75547, "Computer-aided Diagnosis of Breast Cancer Invasion," National Institutes of Health/National Cancer Institute (NIH/NCI), $540,000, 7/1/98 - 6/30/03.

Principal Investigator, R21 CA92573, "Improved diagnosis of breast microcalcification clusters," NIH/NCI, $310,000, 7/1/01 - 6/30/03.

Principal Investigator, R21 CA93461, "Predicting breast cancer with ultrasound and mammography," NIH/NCI, $310,000, 3/1/02 - 2/28/04.

Principal Investigator, DISS 0100400, "Modular machine learning methods for computer-aided diagnosis of breast cancer," Susan G. Komen Breast Cancer Foundation, $30,000, 10/1/01 - 9/30/02.

Principal Investigator, "Improved Breast Cancer Detection using a novel sub-region Hotelling Observer Technique," United States Army Medical Research and Materiel Command, $462,000, 4/1/02-3/31/05

Principal Investigator, DAMD17-02-1-0373 (fellowship for Jesneck), "Modular machine learning methods for computer-aided diagnosis of breast cancer," United States Army Medical Research and Materiel Command, $66,000, 5/1/02-4/30/05

Co-investigator, "Reducing Benign Breast Biopsies with Computer Modeling," PI Jay Baker. NIH/NCI, $1,078,000, 6/01/03-5/31/07.

Principal Investigator, Digital Mammography Research Agreement, Siemens Medical Solutions, $90,000, 10/1/03-9/30/06.

Total grant support as Principal Investigator: $2.43 million
(10 grants awarded as PI since 1994)

[ return to contents ]

Contact Information

Joseph Y. Lo, Ph.D.
Dept. of Radiology
Duke University Medical Center
DUMC - 3302
Durham, NC 27710
USA

I may be reached using this email form

[ return to contents ]

[ work | CV | publications | personal ]