Published May 28, 2026
| Version 1.0
Dataset
Open
SynTabFall
Authors/Creators
-
1.
Berliner Hochschule für Technik
- 2. Berliner Hochschule für Technik (BHT)
-
3.
Freie Universität Berlin
-
4.
Alexander von Humboldt Institute for Internet and Society
-
5.
Charité - Universitätsmedizin Berlin
-
6.
Berlin Institute of Health at Charité - Universitätsmedizin Berlin
- 7. Einstein Center Digital Future
Description
SynTabFall
SynTabFall is a generated synthetic tabular dataset for fall prediction based on an anonymized German healthcare tabular dataset suitable for AI model development. The synthetic dataset counts 745,380 samples and 44 attributes, as shown in the schema below.
The dataset consists mainly of attributes such as demographics, diseases, mobility and cognition related risk factors which are already used in practice.
| Column | Dtype | Values |
| fallen | bool | False, True |
| id | object | ID-10000048, ID-10000133 ... |
| age | int64 | 19, 20, 21, 22, 23 ... |
| procedure | object | 1-10, 1-20, 1-22, 1-24, 1-26, null ... |
| diagnosis | object | A010, A011, A014, A020, A021, null ... |
| decubitus-admission | bool | False, True, null |
| decubitus-at_the_moment | bool | False, True, null |
| bed_mobility-impairment | bool | False, True, null |
| bed_mobility-jones | object | 1, 2, 3, 4A, 4B, null |
| bed_mobility-skin_condition | bool | False, True, null |
| transfer-impairment | bool | False, True, null |
| transfer | object | 1, 2, 3, 4A, 4B, null |
| medical_items | bool | False, True, null |
| medical_items-arm_or_leg_splint | bool | False, True |
| medical_items-A_V_system | bool | False, True |
| medical_items-plaster_or_neck_brace | bool | False, True |
| medical_items-compression_stocking | bool | False, True |
| medical_items-ventilation_mask | bool | False, True |
| medical_items-O2_glasses | bool | False, True |
| medical_items-orthesis | bool | False, True |
| medical_items-prosthesis | bool | False, True |
| medical_items-skin_condition_at_item_application | bool | False, True, null |
| fall-last_12_month | bool | False, True, null |
| fall-how_many_last_12_month | float64 | 1.0, 2.0, 3.0, 4.0, 5.0, null |
| fall-while_stay | bool | False, True, null |
| fall-while_transfer | bool | False, True, null |
| walk-impairment | bool | False, True, null |
| walk-jones | object | 1, 2, 3, 4A, 4B, null |
| walk-balance_and_gait_impaired | bool | False, True |
| walking_aid | bool | False, True |
| excretions-impairment | bool | False, True, null |
| excretions-incontinence | bool | False, True |
| excretions-nykturie | bool | False, True |
| cognition-impairment | bool | False, True, null |
| cognition-disoriented_time | bool | False, True |
| cognition-disoriented_location | bool | False, True |
| cognition-disoriented_own_person | bool | False, True |
| cognition-agitated | bool | False, True |
| cognition-confused | bool | False, True |
| psychotropic_or_sedatives_drugs | bool | False, True, null |
| decubitus-risk | object | +, ++, 0, null |
| fall-risk | object | +, ++, 0, null |
| diseases | bool | False, True, null |
| sex | object | female, male |
Files
SynTabFall.csv
Files
(129.9 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:e572abfb16ddf87eb1cafd5191331dd3
|
129.9 MB | Preview Download |
Additional details
Software
- Repository URL
- https://github.com/calgo-lab/Synthius