Published September 1, 2024 | Version v4

Cognitive performance of older patients

Contributors

Project member:

  • 1. ROR icon Lukasiewicz Research Network - Krakow Institute of Technology

Description

Full cohort: 283 patients hospitalized at the John Paul II Geriatric Hospital in Katowice between 2015 and 2019 as part of a comprehensive geriatric evaluation
Cohort subgroup: Control (C) (n=101), Mild cognitive impairment (MCI) (n=144), Dementia (D) (n=38)

  • Sociodemographic data: Age (1-female, 2-male), Sex, Education (years)
  • Clinical Diagnosis (control, MCI, dementia) - based on screening test: MMSE (Mini Mental State Examination), MoCA (Montreal Cognitive Assessment) and CDT (Clock Drawing Test)
  • Biochemical data: Sodium, Potassium, Creatinine, Hemoglobin, C-reactive protein, Vitamins D and B12, Uric acid, Glycated hemoglobin, Thyrotropic hormone
  • Comorbidities: Hypertension, Diabetes type 2, History of myocardial infarction, Atrial fibrillation, Stroke, Generalized atherosclerosis, (1-disease present, 2-no disease)
  • Functional scales data: ADL (Activities of Daily Living), IADL (Instrumental Activities of Daily Living), Berg scale (test of static and dynamic human balance abilities)  
  • Other data related to lifestyle: Stressors within the past two years, Body mass index (BMI)


Please cite the following references if you use these data: will follow soon 

Files

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Additional details

Software

Repository URL
https://www.kaggle.com/code/monialisa91/cognitive-performance
Programming language
Python
Development Status
Active