1.1 The Clinical History-Taking Bottleneck in Indian Hospitals History taking - the structured elicitation of a patient's presenting complaints, history of present illness, past medical and surgical history, drug and allergy history, family and personal history, and a review of systems - is the single most important diagnostic activity in clinical medicine. Classical teaching holds that a well-conducted history yields the correct diagnosis in 70–80% of cases, even before examination or investiga
2.1 The Problem in Precise Terms There is no purpose-built, patient-facing software system that enables patients to independently and comprehensively record their medical history - through both natural spoken...
1.1 The Clinical History-Taking Bottleneck in Indian Hospitals History taking - the structured elicitation of a patient's presenting complaints, history of present illness, past medical and... Classical teaching holds that a well-conducted history yields the correct diagnosis in 70–80% of cases, even before examination or investiga
2.1 The Problem in Precise Terms There is no purpose-built, patient-facing software system that enables patients to independently and comprehensively record their medical history - through both natural spoken conversation and guided touchscreen interaction - and simultaneously digitize their existing physical medical documents, generating a structured, physician-ready clinical history summary that integrates with the hospital information system and the ABDM ecosystem before the patient enters the consultation room. 2.2 Why Existing Solutions Fall Short • Existing hospital registration systems (currently deployed in some Indian hospitals) capture only demographic and appointment data - name, age, department, token number. They do not elicit any clinical history or process medical document