Research output per year
Research output per year
- 14 results
Search results
-
2022
Self-explaining neural network with concept-based explanations for ICU mortality prediction
Kumar, S., Yu, S. C., Kannampallil, T., Abrams, Z., Michelson, A. & Payne, P. R. O., Aug 7 2022, Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022. Association for Computing Machinery, Inc, 8. (Proceedings of the 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations -
2021
Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems
Li, D., Lyons, P., Klaus, J., Gage, B., Kollef, M. & Lu, C., Oct 26 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 913-922 10 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access8 Scopus citations -
2020
DeepAlerts: Deep learning based multi-horizon alerts for clinical deterioration on oncology hospital wards
Li, D., Lyons, P. G., Lu, C. & Kollef, M., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 743-750 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
11 Scopus citations -
2019
Acoustofluidic platform for in-channel immunoassays
Binkley, M. M., Cui, M., Yantis, J., Keeler, S. P., Gerovac, B. J., Byers, D. E., Holtzman, M. J. & Mark Meacham, J., 2019, Reporters, Markers, Dyes, Nanoparticles, and Molecular Probes for Biomedical Applications XI. Achilefu, S. & Raghavachari, R. (eds.). SPIE, 1089304. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10893).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Detecting inflammatory responses in live animal models with near-infrared ROS probes
Zhou, H., Akers, W., Brody, S., Wood, M. & Berezin, M. Y., 2019, Optical Molecular Probes, Imaging and Drug Delivery, OMP 2019. Optica Publishing Group (formerly OSA), (Optics InfoBase Conference Papers; vol. Part F163-OMP 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2018
Dual-radiolabeled nanoparticle probes for depth-independent in vivo imaging of enzyme activation
Black, K. C. L., Zhou, M., Sarder, P., Kuchuk, M., Al-Yasiri, A. Y., Gunsten, S. P., Liang, K., Hennkens, H. M., Akers, W. J., Laforest, R., Brody, S. L., Cutler, C. S. & Achilefu, S., 2018, Reporters, Markers, Dyes, Nanoparticles, and Molecular Probes for Biomedical Applications X. Achilefu, S. & Raghavachari, R. (eds.). SPIE, 1050805. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10508).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2016
In vivo small animal lung speckle imaging with a benchtop in-line XPC system
Garson, A. B., Gunsten, S., Vasireddi, S., Brody, S. & Anastasio, M. A., 2016, Medical Imaging 2016: Physics of Medical Imaging. Kontos, D., Lo, J. Y. & Flohr, T. G. (eds.). SPIE, 97834Z. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9783).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Rare-cell enrichment using closed-loop operation of spiral microfluidics
Ryu, H., Choi, K., Qu, Y., Kwon, T., Lee, J. & Han, J., 2016, 20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016. Chemical and Biological Microsystems Society, p. 683-684 2 p. (20th International Conference on Miniaturized Systems for Chemistry and Life Sciences, MicroTAS 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2015
Small animal lung imaging with an in-line X-ray phase contrast benchtop system
Garson, A. B., Gunsten, S., Guan, H., Vasireddi, S., Brody, S. & Anastasio, M. A., 2015, Medical Imaging 2015: Physics of Medical Imaging. Hoeschen, C., Kontos, D. & Hoeschen, C. (eds.). SPIE, 94120L. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9412).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
2014
NIR fluorescent contrast agents for detection of inflammation of lungs in vivo
Zhou, H., He, S., Gunsten, S., Brody, S., Akers, W. & Berezin, M. Y., 2014, CLEO: Applications and Technology, CLEO_AT 2014. Optical Society of America (OSA), (Optics InfoBase Conference Papers).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
2012
An integrated data mining approach to real-time clinical monitoring and deterioration warning
Mao, Y., Chen, W., Chen, Y., Lu, C., Kollef, M. & Bailey, T., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1140-1148 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access54 Scopus citations -
Experiences with an end-to-end wireless clinical monitoring system
Dor, R., Hackmann, G., Yang, Z., Lu, C., Chen, Y., Kollef, M. & Bailey, T., 2012, Proceedings - Wireless Health 2012, WH 2012. 2448100. (Proceedings - Wireless Health 2012, WH 2012).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations -
2011
Medical data mining for early deterioration warning in general hospital wards
Mao, Y., Chen, Y., Hackmann, G., Chen, M., Lu, C., Kollef, M. & Bailey, T. C., 2011, Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011. p. 1042-1049 8 p. 6137495. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access31 Scopus citations -
2010
Redox signaling in inflammation: Interactions of endogenous electrophiles and mitochondria in cardiovascular disease
Koenitzer, J. R. & Freeman, B. A., Aug 2010, Oxidative/Nitrosative Stress and Disease. Blackwell Publishing Inc., p. 45-52 8 p. (Annals of the New York Academy of Sciences; vol. 1203).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
74 Scopus citations