3 results about "One chronic disease" patented technology

The application provides a follow-up method, device and equipment for a chronic disease patient, and relates to the technical field of data processing. The method comprises the following steps: acquiring a chronic disease type, current follow-up data, historical diagnosis and treatment data and historical follow-up data of the chronic disease patient; determining blank data in the current follow-up data according to the chronic disease type; wherein the blank data is follow-up data that is not obtained when the chronic disease patient is followed up; determining a risk probability of a chronic disease condition change of the chronic disease patient according to the chronic disease type, the current follow-up data, the blank data, the historical diagnosis and treatment data and the historical follow-up data; and determining a time of next follow-up of the chronic disease patient based on the chronic disease type, the risk probability and the blank data of the chronic disease patient. The application can acquire follow-up data of the chronic disease patient in time, master the recovery condition of the chronic disease patient and ensure the effectiveness of follow-up.

The application discloses a kind of chronic disease auxiliary drug curative effect evaluation and personalized recommendation method, comprising the following steps: step one: real world data acquisition, step two: data standardization and annotation, step three: curative effect evaluation model construction, step four: patient population stratification, step five: personalized drug recommendation, step six: data update and model iteration;The application is aimed at the clinical characteristics of three kinds of chronic diseases, liver disease, diabetes and hypertension, and constructs a multidimensional real world database and a targeted curative effect evaluation model, realizes the personalized and accurate recommendation of the auxiliary drug of the three kinds of chronic diseases, breaks through the limitation of single disease drug recommendation, effectively improves the clinical curative effect of auxiliary drug, reduces the risk of adverse drug reactions, and provides scientific support for the clinical rational use of drugs for the three kinds of chronic diseases.

This invention discloses a personalized nursing plan management system for patients with chronic diseases, relating to the fields of medical informatization and intelligent health management. The invention decomposes rhythms into time-varying phases and amplitudes and estimates them online, forming continuously updatable rhythm trajectories. This allows rhythm changes to be explicitly characterized as parametric trajectories, thereby reducing reliance on fixed steady-state assumptions. By judging unidirectional cumulative drift and cumulative decay within continuous monitoring periods and introducing uncertainty gating and graded state transitions, the warning is transformed from single-point triggering to evidence accumulation triggering, reducing misjudgments caused by noise, missing data, and uneven sampling, while retaining sensitivity to asymptotic distortion. Furthermore, through missing data marking, continuation strategies, and uncertainty propagation mechanisms, the system can maintain continuous output even when data is incomplete, and adopts a confirmation mode for low-confidence interval judgments to avoid triggering excessive intervention when evidence is insufficient.