• 16149 Citations
  • 47 h-Index
1981 …2018
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Fingerprint Fingerprint is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Sample Size Mathematics
Bandwidth Mathematics
Principal component analysis Engineering & Materials Science
Smoothing Parameter Mathematics
Discrimination Mathematics
Principal Component Analysis Mathematics
Higher Dimensions Mathematics
Density Estimation Mathematics

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Projects 1981 2018

Research Output 1985 2018

1 Citations

Angle-based joint and individual variation explained

Feng, Q., Jiang, M., Hannig, J. & Marron, J. S., Jul 1 2018, In : Journal of Multivariate Analysis. 166, p. 241-265 25 p.

Research output: Contribution to journalArticle

Cytology
Angle
Linear algebra
Data structures
Tumors

Detection of bone loss via subchondral bone analysis

Vimort, J. B., Ruellas, A., Prothero, J., Marron, J. S., McCormick, M., Cevidanes, L., Benavides, E. & Paniagua, B., Jan 1 2018, Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, Vol. 10578. 105780Q

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

Molecular imaging
Molecular Imaging
Computerized tomography
biomarkers
Temporomandibular Joint

Fast Algorithms for Large-Scale Generalized Distance Weighted Discrimination

Lam, X. Y., Marron, J. S., Sun, D. & Toh, K. C., May 15 2018, (Accepted/In press) In : Journal of Computational and Graphical Statistics. p. 1-12 12 p.

Research output: Contribution to journalArticle

Fast Algorithm
Discrimination
Sample Size
Second-order Cone Programming
Robust Algorithm

Image analysis with deep learning to predict breast cancer grade, ER status, histologic subtype, and intrinsic subtype

Couture, H. D., Williams, L. A., Geradts, J., Nyante, S. J., Butler, E. N., Marron, J. S., Perou, C. M., Troester, M. A. & Niethammer, M., Dec 1 2018, In : npj Breast Cancer. 4, 1, 30.

Research output: Contribution to journalArticle

Learning
Breast Neoplasms
RNA
Neoplasms
Biomarkers

Multiple instance learning for heterogeneous images: Training a CNN for histopathology

Couture, H. D., Marron, J. S., Perou, C. M., Troester, M. A. & Niethammer, M., Jan 1 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Fichtinger, G., Davatzikos, C., Alberola-López, C., Frangi, A. F. & Schnabel, J. A. (eds.). Springer Verlag, p. 254-262 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11071 LNCS).

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

Tumors
Quantile Function
Histology
Image classification
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