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. 2025 Jan 10;63(5):1319–1342. doi: 10.1007/s11517-024-03274-x

Table 10.

Solutions are used for difficulties in the mentioned RQ 6.1

Solutions to addressed the challenges Frequency
Integrating cloud/decentralized storage to provide off-chain storage for extensive medical data 2
Complies with the GDPR by keeping separate (off-chain data lake) its data from the clinical data (data minimization, right to erasure) 2
Splitting and merging to handle extensive image data to reduce viewing latency 2
Perform parallel processing/ sharding to decrease delay 2
Faster access/querying/analysis with multiple levels of indexing schemes 2
To address the challenges of on-chain data storage by minimizing the data inserted into the chain using reference-based data compression 1
Use an efficient alternative consensus algorithm that is capable of registering provenance for multiple clinical trials 1
Using machine learning technologies to predict the transaction throughput in clinical trials 1
Implementation of the HL7 FHIR API to ensure system interoperability 1
Standards that extend an open protocol that supports efficient standards-based healthcare data exchange 1
Blockchain developers require education on regulatory basics related to healthcare facilities 1
The validation mechanism needed to maintain the scientific integrity of the study 1
The data format must be standardized to promote the interoperability of blockchain solutions for clinical research 1
Smart Contract implementation to improve code consistency across multiple sites 1