BI: Inflammation and Cancer, Biodesign Institute Center for (IC)

Research Output 2013 2019

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Conference contribution
2018

Improving classification with forced labeling of other related classes: Application to prediction of upstaged ductal carcinoma in situ using mammographic features

Hou, R., Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Shelley Hwang, E. & Lo, J. Y., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105750R

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Carcinoma, Intraductal, Noninfiltrating
Biopsy
Labeling
marking
cancer
1 Citation (Scopus)

Learning better deep features for the prediction of occult invasive disease in ductal carcinoma in situ through transfer learning

Shi, B., Hou, R., Mazurowski, M. A., Grimm, L. J., Ren, Y., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105752R

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Carcinoma, Intraductal, Noninfiltrating
learning
Biopsy
cancer
Learning
2017

Can upstaging of ductal carcinoma in situ be predicted at biopsy by histologic and mammographic features?

Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. SPIE, Vol. 10134. 101342X

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Carcinoma, Intraductal, Noninfiltrating
Biopsy
cancer
Screening
Needles
3 Citations (Scopus)

Prediction of occult invasive disease in ductal carcinoma in situ using computer-extracted mammographic features

Shi, B., Grimm, L. J., Mazurowski, M. A., Marks, J. R., King, L. M., Maley, C., Hwang, E. S. & Lo, J. Y., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. SPIE, Vol. 10134. 101341I

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Carcinoma, Intraductal, Noninfiltrating
cancer
predictions
Calcinosis
Mammography