LHSPred - Lung Health Severity Prediction
The original dataset was published by Feng Z. et al. (2020) (https://doi.org/10.1038/s41467-020-18786-x).
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| Identifier | Age (years) | White blood cell count - WBC (billions per litre) | Neutrophil Lymphocyte Ratio - NLR | Aspartate transaminase - AST (U/L) | Albumin (g/L) | Lactic dehydrogenase - LDH (U/L) | C-reactive protein - CRP (mg/L) | CT severity score | Risk |
|---|---|---|---|---|---|---|---|---|---|
| CS007 | 53 | 5.67 | 2.40522875816993 | 18.79 | 35 | 177.9 | 27.16 | 7 | High |
| CS030 | 40 | 1.75 | 1.18918918918919 | 13.09 | 40.07 | 88.2 | 2.15 | 1 | Low |
| CS038 | 64 | 5.64 | 4.98913043478261 | 22.63 | 30.29 | 269.4 | 76.4 | 16 | High |
| CS061 | 40 | 4.7 | 1.3314606741573 | 15.28 | 42.73 | 93.2 | 2.73 | 1 | Low |
| CS068 | 28 | 10.34 | 5.12101910828025 | 32.91 | 38.01 | 267.4 | 50.18 | 11 | Low |
| CS078 | 53 | 3.59 | 1.89090909090909 | 23.22 | 36.38 | 153.5 | 38.99 | 9 | Low |
| CS084 | 32 | 3.39 | 0.803921568627451 | 17.85 | 39.04 | 117.4 | 5.12 | 3 | Low |
| CS090 | 70 | 6.44 | 4.19642857142857 | 35.67 | 27.91 | 178 | 12.23 | 10 | Low |
| CS098 | 29 | 5.36 | 2.22602739726027 | 18.34 | 42 | 206 | 16.21 | 7 | Low |
| CS103 | 41 | 5.14 | 2.48905109489051 | 17.52 | 34.18 | 107.1 | 15.73 | 8 | Low |
| CS108 | 29 | 4.57 | 3.41758241758242 | 55.32 | 38.99 | 196.1 | 17.43 | 8 | Low |
| CS125 | 70 | 3.87 | 7.18181818181818 | 25.52 | 33.82 | 120.7 | 34.09 | 4 | High |
| CS131 | 70 | 4.42 | 1.0555555555556 | 30.2 | 28.5 | 230.6 | 53.2 | 14 | Low |
| CS133 | 34 | 3.31 | 1.63478260869565 | 25.1 | 38.83 | 188.4 | 30.89 | 6 | Low |
| CS142 | 72 | 6.17 | 4.65346534653465 | 36 | 37.13 | 304.4 | 91.16 | 9 | Low |
| YY023 | 50 | 4.57 | 3.6038961038961 | 27.13 | 36.5 | 100.8 | 14.89 | 13 | Low |
| YY038 | 48 | 4.68 | 3.00917431192661 | 26.21 | 41.3 | 247.7 | 50.33 | 13 | Low |
| YY043 | 48 | 2.89 | 0.8359375 | 27.04 | 36 | 324.7 | 58.4 | 8 | Low |
| YY049 | 44 | 1.84 | 1.58620689655172 | 27.55 | 34.9 | 248.4 | 5.44 | 6 | Low |
| YY051 | 35 | 2.3 | 0.721739130434783 | 18.81 | 34.8 | 189.5 | 1.8 | 9 | Low |
| SY026 | 35 | 3.15 | 2.08403361344538 | 50 | 38.72 | 247 | 17.1 | 15 | Low |
| SY038 | 52 | 4.63 | 1.42424242424242 | 32 | 41.51 | 188 | 7.51 | 3 | Low |
| SY039 | 47 | 5.53 | 4.52173913043478 | 32 | 38.72 | 202 | 30.4 | 13 | Low |
| SY040 | 42 | 4.1 | 2.57731958762887 | 67 | 40.16 | 299 | 9.12 | 14 | Low |
| SY078 | 29 | 2.32 | 1.94505494505495 | 28.2 | 44.8 | 142.4 | na | 5 | Low |
Bhattacharjee S. et al., Biomed Signal Process Control (2022), 77:103745. doi: 10.1016/j.bspc.2022.103745. Please contact Dr. Sudipto Saha (ssaha4@jcbose.ac.in) regarding any further queries.