From: Prediction and risk stratification from hospital discharge records based on Hierarchical sLDA
Number of patient records | Number of patient features | Â | Number of patient feature-value pairs | |
---|---|---|---|---|
420 | 34 | Â | 79 |
Top 15 risk factors | Frequency | Ratio (%) | Descriptions | |
---|---|---|---|---|
Heart rhythm-Sinus | 404 | 96.19% | Â | |
Antiplatelet medication-Yes | 393 | 93.57 | Â | |
Heart rate-norm. | 371 | 88.33 | Â | |
Lipid-lowering medication-Yes | 369 | 87.86 | Â | |
Chest pain-1\(^{\star }\) | 338 | 80.48 | 1. Oppressive, stuffy or \(\hbox {constrictive}^{\star }\) 2. Dyspnea | |
Range of Chest pain-2\(^{\star }\) | 306 | 72.86 | 1. Located behind the sternal body 2. Affected precordial area, palm size \(\hbox {range}^{\star }\) 3. Radiation to the left shoulder, Â Â Â left arm medial ring finger and little finger | |
Sex-Male | 288 | 68.57 | Â | |
Cardiac B-Ultrasound-Abn. | 279 | 66.43 | Â | |
Hypertension-Yes | 271 | 64.52 | Â | |
Ethnic-Han | 253 | 60.24 | Â | |
Incentive-Yes | 224 | 53.33 | Â | |
LDL-C-Abn. | 253 | 60.24 | Â | |
PCI or CABG-Yes | 223 | 53.10 | PCI: percutaneous coronary intervention CABG: coronary artery bypass grafting | |
\(\beta\) blocker medications-Yes | 170 | 40.48 | Â | |
Carotid atherosclerosis with plaque-2\(^{\star }\) | 164 | 39.05 | 1. No atherosclerotic plaque 2. Single plaque \(\hbox {group}^{\star }\) 3. Multiple plaque group | |
Types of CHD | SAP | 265 | 63.10 | Â |
UAP | 98 | 23.33 | Â | |
ICM | 12 | 2.86 | Â | |
AMI | 45 | 10.71 | Â |