GEMINI: An Integrative Healthcare Analytics System
Summary: GEMINI builds a patient-profile graph unifying structured data (demographics, labs, meds) and unstructured notes for real-time, point-of-care analytics. Clinician-in-the-loop self-learning feedback enhances inference for predictive analytics, demonstrated on readmission risk. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zheng Jye Ling (National University Health System)
- 2. Quoc Trung Tran (National University of Singapore)
- 3. Ju Fan (National University of Singapore)
- 4. Gerald C.H. Koh (National University Health System)
- 5. Thi Nguyen (National University of Singapore)
- 6. Chuen Seng Tan (National University Health System)
- 7. James W. L. Yip (National University Health System)
- 8. Meihui Zhang (National University of Singapore)
BibTeX Citation
@article{ling_vldb14,
title = {{GEMINI: An Integrative Healthcare Analytics System}},
author = {Ling, Zheng Jye and Tran, Quoc Trung and Fan, Ju and Koh, Gerald C.H. and Nguyen, Thi and Tan, Chuen Seng and Yip, James W. L. and Zhang, Meihui},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {13},
doi = {10.14778/2733004.2733081},
url = {https://doi.org/10.14778/2733004.2733081},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,118 | Rafiki: Machine Learning as an Analytics Service System | 2019 | VLDB | 6.8908973e-05 |
| 6,115 | Fine-grained Concept Linking using Neural Networks in Healthcare | 2018 | SIGMOD | 5.9709282e-05 |
| 11,789 | TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications | 2020 | SIGMOD | 5.093636e-05 |
| 12,005 | Developing a Low Dimensional Patient Class Profile in Accordance to Their Respiration-Induced Tumor Motion | 2017 | VLDB | 5.093636e-05 |
| 13,421 | DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics | 2022 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,354 | epiC: an Extensible and Scalable System for Processing Big Data | 2014 | VLDB | 8.7060612e-05 |
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