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
- 2. Quoc Trung Tran
- 3. Ju Fan
- 4. Gerald C.H. Koh
- 5. Thi Nguyen
- 6. Chuen Seng Tan
- 7. James W. L. Yip
- 8. Meihui Zhang
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,745 | Rafiki: Machine Learning as an Analytics Service System | 2019 | VLDB | 5.9466323e-05 |
| 5,959 | Fine-grained Concept Linking using Neural Networks in Healthcare | 2018 | SIGMOD | 5.2514585e-05 |
| 11,598 | TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications | 2020 | SIGMOD | 4.1905499e-05 |
| 11,809 | Developing a Low Dimensional Patient Class Profile in Accordance to Their Respiration-Induced Tumor Motion | 2017 | VLDB | 4.1905499e-05 |
| 13,232 | 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 |
|---|---|---|---|---|
| 1,797 | epiC: an Extensible and Scalable System for Processing Big Data | 2014 | VLDB | 0.00010502488 |
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