20002020
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Research Output 2000 2020

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Conference contribution
2015

Objective evaluation of reconstruction methods for quantitative SPECT imaging in the absence of ground truth

Jha, A. K., Song, N., Caffo, B. S. & Frey, E., 2015, Medical Imaging 2015: Image Perception, Observer Performance, and Technology Assessment. SPIE, Vol. 9416. 94161K

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

Single photon emission computed tomography
ground truth
Single-Photon Emission-Computed Tomography
tomography
Imaging techniques

Robust estimation of transition matrices in high dimensional heavy-tailed vector autoregressive processes

Qiu, H., Xu, S., Han, F., Liu, H. & Caffo, B. S., 2015, 32nd International Conference on Machine Learning, ICML 2015. International Machine Learning Society (IMLS), Vol. 3. p. 1843-1851 9 p.

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

Time series
Finance
Economics

Robust portfolio optimization

Qiu, H., Han, F., Liu, H. & Caffo, B. S., 2015, Advances in Neural Information Processing Systems. Neural information processing systems foundation, Vol. 2015-January. p. 46-54 9 p.

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

Statistics
2013

Clustering of high dimensional longitudinal imaging data

Lee, S., Zipunnikov, V., Shiee, N., Crainiceanu, C. M., Caffo, B. S. & Pham, D. L., 2013, Proceedings - 2013 3rd International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013. p. 33-36 4 p. 6603550

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

Brain
Imaging techniques
Measurement errors
Aging of materials
Trajectories

Information criteria for dynamic contrast-enhanced magnetic resonance imaging

Shinohara, R. T., Crainiceanu, C. M., Caffo, B. S. & Reich, D. S., 2013, Proceedings - 2013 3rd International Workshop on Pattern Recognition in Neuroimaging, PRNI 2013. p. 37-41 5 p. 6603551

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

Magnetic resonance
Brain
Imaging techniques
Blood
Inspection
2012

Pulse pileup statistics for energy sensitive photon counting detectors with pulse height analysis

Taguchi, K., Srivastava, S., Tang, Q., Caffo, B. S., Iwanczyk, J. S., Hartsough, N. E., Barber, W. C. & Cammin, J., 2012, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 8313. 83130Z

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

pulse amplitude
Photons
counting
Statistics
statistics

Towards automatic quantitative quality control for MRI

Lauzon, C. B., Caffo, B. S. & Landman, B. A., 2012, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 8314. 83140K

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

Diffusion tensor imaging
Diffusion Tensor Imaging
quality control
Quality Control
Quality control
2011

Accounting for random regressors: A unified approach to multi-modality imaging

Yang, X., Lauzon, C. B., Crainiceanu, C. M., Caffo, B. S., Resnick, S. M. & Landman, B. A., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7012 LNCS. p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS).

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

Multimodality
Regression
Imaging
Imaging techniques
Neuroimaging
2007

Markov chain Monte Carlo (MCMC) based ideal observer estimation using a parameterized phantom and a pre-calculated dataset

He, X., Caffo, B. S. & Frey, E., 2007, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. Vol. 6515. 651516

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

Markov processes
Imaging techniques
Sampling
Imaging systems
Image processing