ArticleProceedings : ... IEEE International Conference on Big Data. IEEE International Conference on Big Data2019
bench4gis: Benchmarking Privacy-aware Geocoding with Open Big Data.
Article in Proceedings : ... IEEE International Conference on Big Data. IEEE International Conference on Big Data, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
7 citing papers in PubMed, 10 citations in OpenAlex.
- Article
- Geospatial Imprecision With Constraints for Precision Public Health: Algorithm Development and Validation.Online journal of public health informatics · 2024Article
- POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data.Applied clinical informatics · 2023Article
- Geographic Information Systems as Data Sharing Infrastructure for Clinical Data Warehouses.Journal of the Society for Clinical Data Management · 2023Article
- Methodological Challenges in Spatial and Contextual Exposome-Health Studies.Critical reviews in environmental science and technology · 2023Article
- Substance use disorders and social determinants of health from electronic medical records obtained during Kentucky's "triple wave".Pharmacology, biochemistry, and behavior · 2022Article
- Leveraging Differential Privacy in Geospatial Analyses of Standardized Healthcare Data.Proceedings : ... IEEE International Conference on Big Data. IEEE International Conference on Big Data · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Geocoding, the process of translating addresses to geographic coordinates, is a relatively straight-forward and well-studied process, but limitations due to privacy concerns may restrict usage of geographic data. The impact of these limitations are further compounded by the scale of the data, and in turn, also limits viable geocoding strategies. For example, healthcare data is protected by patient privacy laws in addition to possible institutional regulations that restrict external transmission and sharing of data. This results in the implementation of "in-house" geocoding solutions where data is processed behind an organization's firewall; quality assurance for these implementations is problematic because sensitive data cannot be used to externally validate results. In this paper, we present our software framework called bench4gis which benchmarks privacy-aware geocoding solutions by leveraging open big data as surrogate data for quality assurance; the scale of open big data sets for address data can ensure that results are geographically meaningful for the locale of the implementing institution.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.