Name
Title | ||
|---|---|---|
CHI: A contemporaneous health index for degenerative disease monitoring using longitudinal measurements. |
Abstract | ||
|---|---|---|
•CHI is a longitudinal index to reflect the patient condition in progression.•To develop CHI, we focus on the degenerative disease conditions.•A convex optimization formulation is developed along with efficient algorithm.•CHI is demonstrated on Alzheimer’s disease and surgical site infection. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1016/j.jbi.2017.07.003 | Journal of Biomedical Informatics |
Keywords | Field | DocType |
Risk monitoring,Longitudinal measurements,Degenerative disease,Machine learning,Convex optimization | Monotonic function,Data mining,Domain knowledge,Computer science,Multivariate statistics,Risk assessment,Supervised learning,Coordinate descent,Convex optimization,Optimization problem | Journal |
Volume | ISSN | Citations |
73 | 1532-0464 | 1 |
PageRank | References | Authors |
0.35 | 15 | 8 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| yijun huang | 1 | 72 | 4.74 |
| Qiang Meng | 2 | 1 | 0.35 |
| Heather L. Evans | 3 | 9 | 3.04 |
| William B. Lober | 4 | 102 | 27.61 |
| Yu Cheng | 5 | 615 | 55.76 |
| Xiaoning Qian | 6 | 421 | 58.07 |
| Ji Liu | 7 | 1352 | 77.54 |
| Shuai Huang | 8 | 210 | 33.05 |