Health+: Empowering Individuals via Unifying Health Data
Not on the map. Why?
Abstract (arXiv)
Managing personal health data is a challenge in today's fragmented and institution-centric healthcare ecosystem. Individuals often lack meaningful control over their medical records, which are scattered across incompatible systems and formats. This vision paper presents Health+, a user-centric, multimodal health data management system that empowers individuals (including those with limited technical expertise) to upload, query, and share their data across modalities (e.g., text, images, reports). Rather than aiming for institutional overhaul, Health+ emphasizes individual agency by providing intuitive interfaces and intelligent recommendations for data access and sharing. At the system level, it tackles the complexity of storing, integrating, and securing heterogeneous health records, ensuring both efficiency and privacy. By unifying multimodal data and prioritizing patients, Health+ lays the foundation for a more connected, interpretable, and user-controlled health information ecosystem.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 10 of its 71 references that are in the map. First posted on arXiv 22 Feb 2026.
Builds on
10 of 71 references.
References · 10
- 2020The Future of Digital Health with Federated Learningcited by 625
- 2018Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sourcescited by 24
- 2017Software Grand Exposure: SGX Cache Attacks Are Practicalcited by 14
- 2022Natural Language Interfaces to Datacited by 14
- 2022Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropoutcited by 12
- 2016SMCQL: Secure Querying for Federated Databasescited by 5
- 2022Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analyticscited by 4
- 2024CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analyticscited by 3
- 2024MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Reportcited by 3
- 2013Evolution of Cloud Storage as Cloud Computing Infrastructure Servicecited by 1
Built on by
Not cited yet.