FIELD: medicine.
SUBSTANCE: group of inventions relates to medicine and can be used to detect suspected orphan diseases based on analysis of electronic medical records (EMR) of a patient using artificial intelligence (AI) and machine learning (ML) methods. In the method, from the unstructured medical records contained in the EMR of the patient, using artificial intelligence and machine learning methods, using a set of modules, performing the extraction of features characteristic of orphan diseases, based on the obtained signs characteristic of orphan diseases, using one or more decision rule modules, detecting suspicions of orphan diseases, wherein each decision rule module is designed to detect suspicion of each separately taken orphan disease.
EFFECT: group of inventions provides detection of patients with suspected orphan diseases.
7 cl, 6 dwg, 8 tbl
| Title | Year | Author | Number |
|---|---|---|---|
| SYSTEM FOR SUPPORTING MEDICAL DECISION-MAKING | 2020 |
|
RU2752792C1 |
| METHOD OF EARLY DIAGNOSTICS OF CHRONIC DISEASES OF A PATIENT BASED ON CLUSTER ANALYSIS OF BIG DATA | 2021 |
|
RU2800315C2 |
| METHOD AND SYSTEM FOR SUPPORTING MEDICAL DECISION MAKING USING MATHEMATICAL MODELS OF PRESENTING PATIENTS | 2017 |
|
RU2703679C2 |
| MEDICAL DECISION SUPPORT SYSTEM | 2023 |
|
RU2818874C1 |
| MEDICAL DECISION SUPPORT SYSTEM BASED ON MEDICAL IMAGE ANALYSIS | 2021 |
|
RU2789260C1 |
| DEVICE AND METHOD FOR DETERMINING BOUNDARIES OF PATHOLOGY ON MEDICAL IMAGE | 2022 |
|
RU2813938C1 |
| DEVICE AND METHOD FOR DETERMINING THE PATHOLOGY OF THE CHEST ORGANS BASED ON X-RAY IMAGES | 2021 |
|
RU2782518C1 |
| DEVICE AND METHOD FOR ANALYSIS OF MEDICAL IMAGES | 2022 |
|
RU2806982C1 |
| METHOD FOR GENERATING MATHEMATICAL MODELS OF A PATIENT USING ARTIFICIAL INTELLIGENCE TECHNIQUES | 2017 |
|
RU2720363C2 |
| HARDWARE AND SOFTWARE COMPLEX FOR ELECTROCARDIOGRAPHIC MEASUREMENTS | 2020 |
|
RU2759404C1 |
