RuMedPrimeData

The Dataset contains anonymized data from outpatient visits to SSMU hospital. <br> Each visit has the following fields:<br> new_patient_id – patient identification;<br> new_event_id – visit identification;<br> new_event_time – date and time of the event (random for each patient);<br> symptoms – patient complains, registered by the doctor;<br> anamnesis – patient anamnesis;<br> ICD10 – illness code, assigned during the visit in accordance with ICD-10 classification;<br> <br> Text encoding - utf-8.<br> Number of visits – 7625.<br> Data is stored in Tab-Separated Values (TSV) format, File data.tsv (md5sum abc73e2b0e1fecb187e10152185b4c64).<br> Dataset version – 1.0 Before this dataset publication, it was anonymized in two steps:<br> Automated exception of all personal information during data acquisition from original raw data;<br> Manually checking and anonymization by trained assessors.<br> Specifically, each record was manually checked for personal information presents. Some sensitive pieces of such information were completely removed from texts. For example, phone / fax / car license plate numbers; emails; insurance policy / medical record / taxpayer-identification numbers; place of employment etc. Less sensitive parts are replaced with masked templates, for example, any specific date or name replaced with *ДАТА* or *ИМЯ*.<br> The dataset was prepared in compliance with fundamental principles of ethics.<br> <br>