 This paper proposes a new approach to securely share patient data between patients and the healthcare system. The proposed framework uses a unique key pair generated from random values and multiplied with time stamps. This key pair is used to store data in discrete blocks of hash values using the blockchain methodology. A quantum trust reconciliation agreement model, QTIM, is also introduced to calculate a trust score based on feedback data. During communication, the tuner swarm optimization, TSO, algorithm is used to validate nonce verification messages. Nonce message validation is a part of QTIM that helps ensure the authenticity of the user during transmission. The effectiveness of the proposed scheme was compared against existing state-of-the-art models and found to be superior in terms of performance. This article was authored by Shitharth Selvarajan and Harilambus Muratadis.