Research output per year
Research output per year
Research output
- 17 results
Search results
-
2020
Automated phenotyping of patients with non-Alcoholic fatty liver disease reveals clinically relevant disease subtypes
Vandromme, M., Jun, T., Perumalswami, P., Dudley, J. T., Branch, A. & Li, L., 2020, In: Pacific Symposium on Biocomputing. 25, 2020, p. 91-102 12 p.Research output: Contribution to journal › Conference article › peer-review
14 Scopus citations -
Scaling structural learning with NO-BEARS to infer causal transcriptome networks
Lee, H. C., Danieletto, M., Miotto, R., Cherng, S. T. & Dudley, J. T., 2020, In: Pacific Symposium on Biocomputing. 25, 2020, p. 391-402 12 p.Research output: Contribution to journal › Conference article › peer-review
24 Scopus citations -
2019
Enhancing high-content imaging for studying microtubule networks at large-scale
Lee, H. C., Cherng, S. T., Miotto, R. & Dudley, J. T., 2019, In: Proceedings of Machine Learning Research. 106, p. 592-613 22 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Evaluation of patient re-identification using laboratory test orders and mitigation via latent space variables
Johnson, K. W., De Freitas, J. K., Glicksberg, B. S., Bobe, J. R. & Dudley, J. T., 2019, In: Pacific Symposium on Biocomputing. 24, 2019, p. 415-426 12 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
2018
Automated disease cohort selection using word embeddings from Electronic Health Records
Glicksberg, B. S., Miotto, R., Johnson, K. W., Shameer, K., Li, L., Chen, R. & Dudley, J. T., 2018, In: Pacific Symposium on Biocomputing. 0, 212669, p. 145-156 12 p.Research output: Contribution to journal › Conference article › peer-review
56 Scopus citations -
Causal inference on electronic health records to assess blood pressure treatment targets: An application of the parametric g formula
Johnson, K. W., Glicksberg, B. S., Hodos, R. A., Shameer, K. & Dudley, J. T., 2018, In: Pacific Symposium on Biocomputing. 0, p. 180-191 12 p.Research output: Contribution to journal › Conference article › peer-review
16 Scopus citations -
Cell-specific prediction and application of drug-induced gene expression profiles
Hodos, R., Zhang, P., Lee, H. C., Duan, Q., Wang, Z., Clark, N. R., Ma’ayan, A., Wang, F., Kidd, B., Hu, J., Sontag, D. & Dudley, J., 2018, In: Pacific Symposium on Biocomputing. 0, 212669, p. 32-43 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access25 Scopus citations -
Loss-of-function of neuroplasticity-related genes confers risk for human neurodevelopmental disorders
Smith, M. R., Glicksberg, B. S., Li, L., Chen, R., Morishita, H. & Dudley, J. T., 2018, In: Pacific Symposium on Biocomputing. 0, 212669, p. 68-79 12 p.Research output: Contribution to journal › Conference article › peer-review
10 Scopus citations -
2017
Classification Based on Feature Extraction for Hepatocellular Carcinoma Diagnosis Using High-throughput Dna Methylation Sequencing Data
Yang, Z., Jin, M., Zhang, Z., Lu, J. & Hao, K., 2017, In: Procedia Computer Science. 107, p. 412-417 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access15 Scopus citations -
Exploring the reproducibility of probabilistic causal molecular network models
Cohain, A., Divaraniya, A. A., Zhu, K., Scarpa, J. R., Kasarskis, A., Zhu, J., Chang, R., Dudley, J. T. & Schadt, E. E., 2017, In: Pacific Symposium on Biocomputing. 0, 212679, p. 120-131 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access18 Scopus citations -
Learning parsimonious ensembles for unbalanced computational genomics problems
Stanescu, A. & Pandey, G., 2017, In: Pacific Symposium on Biocomputing. 0, p. 288-299 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access6 Scopus citations -
Methods for clustering time series data acquired from mobile health apps
Tignor, N., Wang, P., Genes, N., Rogers, L., Hershman, S. G., Scott, E. R., Zweig, M., Chan, Y. F. Y. & Schadt, E. E., 2017, In: Pacific Symposium on Biocomputing. 0, 212679, p. 300-311 12 p.Research output: Contribution to journal › Conference article › peer-review
9 Scopus citations -
Predictive modeling of hospital readmission rates using electronic medical record-wide machine learning: A case-study using mount sinai heart failure cohort
Shameer, K., Johnson, K. W., Yahi, A., Miotto, R., Li, L. I., Ricks, D., Jebakaran, J., Kovatch, P., Sengupta, P. P., Gelijns, A., Moskovitz, A., Darrow, B., Reich, D. L., Kasarskis, A., Tatonetti, N. P., Pinney, S. & Dudley, J. T., 2017, In: Pacific Symposium on Biocomputing. 0, 212679, p. 276-287 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access123 Scopus citations -
2015
An integrative pipeline for multi-modal discovery of disease relationships
Glicksberg, B. S., Li, L., Cheng, W. Y., Shameer, K., Hakenberg, J., Castellanos, R., Ma, M., Shi, L., Shah, H., Dudley, J. T. & Chen, R., 2015, In: Pacific Symposium on Biocomputing. p. 407-418 12 p.Research output: Contribution to journal › Conference article › peer-review
20 Scopus citations -
Personalized medicine: From genotypes, molecular phenotypes and the quantified self, towards improved medicine
Dudley, J. T., Listgarten, J., Stegle, O., Brenner, S. E. & Parts, L., 2015, In: Pacific Symposium on Biocomputing. p. 342-346 5 p.Research output: Contribution to journal › Conference article › peer-review
29 Scopus citations -
2013
A comparative analysis of ensemble classifiers: Case studies in genomics
Whalen, S. & Pandey, G., 2013, In: Proceedings - IEEE International Conference on Data Mining, ICDM. p. 807-816 10 p., 6729565.Research output: Contribution to journal › Conference article › peer-review
Open Access54 Scopus citations -
1983
TREATMENT OF CHRONIC HYPOVENTILATION.
Glenn, W. W. L., Phelps, M. L., Hogan, J. F., Fukuda, Y., Gee, J. B. L., Haak, B., Lake, J. S. O. & Schachter, E. N., 1983, In: Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. p. 93 1 p.Research output: Contribution to journal › Conference article › peer-review