Video tutorial
Input data
Multiple input by csv
Input field description
| Field abbreviation | English name | Chinese name | Field properties | Options and instructions | |
| Basic Demographics | Test_ID | ID | 收案編號 | - | |
| Sex | Sex | 性別 | category | 1. 男 2. 女 | |
| Tage | Age (year) | 年齡 (歲) | continuous | year (歲) | |
| D01_BW | Body weight (kg) | 體重 (公斤) | continuous | kg (公斤) | |
| D02_BH | Body height (cm) | 身高 (公分) | continuous | cm (公分) | |
| D03_BMI | Body mass index (kg/m²) | 身體質量指數 (公斤/平方公尺) | continuous | kg/m² (公斤/平方公尺) | |
| Birth_order | Birth order | 出生順序 (兄弟姊妹排行順序) | category | Birth order/出生順序 (兄弟姊妹排行順序) | |
| Prematurity | Prematurity | 早產 | category | 0. 足月(>=37週出生) 1. 早產(<37週出生) | |
| Mom_Gestatiol_age | Maternal age at birth (year) | 母親生產時年齡 (歲) | continuous | year (歲) NA. missing (無數據) | |
| DELIVERY_TYPE | Delivery mode | 生產方式 | category | 1. vaginal delivery (自然產) 2. caesarean delivery (剖腹產) NA. missing (無數據) | |
| Mom_Education | Paternal education | 母親教育程度 | category | 0. senior high school or below (高中職以下) 1. university/college or above (大學/專科 (含)以上) NA. missing (無數據) | |
| Dad_Education | Maternal education | 父親教育程度 | category | 0. senior high school or below (高中職以下) 1. university/college or above (大學/專科 (含)以上) NA. missing (無數據) | |
| Ma_ethnicity | Maternal ethnicity | 母親族裔 | category | 0. Non-Chinese (非華裔) 1. Chinese (華裔) NA. missing (無數據) | |
| Fa_ethnicity | Paternal ethnicity | 父親族裔 | category | 0. Non-Chinese (非華裔) 1. Chinese (華裔) NA. missing (無數據) | |
| Maternal_allergic | Maternal allergic disease | 母親過敏疾病 (氣喘、過敏性鼻炎或異位性皮膚炎) | category | 0. 否 1. 是 NA. missing (無數據) | |
| Paternal_allergic | Paternal allergic disease | 父親過敏疾病 (氣喘、過敏性鼻炎或異位性皮膚炎) | category | 0. 否 1. 是 NA. missing (無數據) | |
| ETS_Current | Household second-hand smoke | 居家二手菸 (同住家人平常抽菸嗎) | category | 0. 否 1. 是 NA. missing (無數據) | |
| Biochemistry(Optional) | Total_IgE | Serum total IgE (KU/L) | 血清免疫球蛋白E總量 (KU/L) | continuous | Serum total IgE (KU/L) NA. missing (無數據) |
| Vit_D | Serum Vitamin D (ng/mL) | 血清維生素D濃度 (ng/mL) | continuous | Serum Vitamin D (ng/mL) NA. missing (無數據) | |
| Leptin | Serum Leptin (ng/mL) | 血清瘦素濃度 (ng/mL) | continuous | Serum Leptin (ng/mL) NA. missing (無數據) | |
| Adiponectin | Serum Adiponectin (μg/mL) | 血清脂聯素濃度 (μg/mL) | continuous | Serum Adiponectin (μg/mL) NA. missing (無數據) | |
| RTL_Standard | Leukocyte telomere relative length | 白血球端粒相對長度 | continuous | Leukocyte telomere relative length (normalized to K562) NA. missing (無數據) | |
| ATL_Standard | Leukocyte telomere absolute length | 白血球端粒絕對長度 | continuous | Leukocyte telomere absolute length (normalized to K562) NA. missing (無數據) | |
| DFeNO1_MeanFeNO | Exhaled nitric oxide (ppb) | 呼氣一氧化氮 (ppb) | continuous | Exhaled nitric oxide (ppb) NA. missing (無數據) | |
| Cotinine | Uriniry cotinine level (ng/ml) | 尿液可丁尼濃度 (ng/ml) | continuous | Uriniry cotinine level (ng/ml) NA. missing (無數據) | |
| Genotyping(Optional) | Telomere | DNA source for telomere length | 端粒檢測之DNA來源 | category | P. 血液 S.口水 NA. missing (無數據) |
| rs34879386 | SNP(rs34879386) Gene(TSPAN5) Band(4q23) |
SNP(rs34879386) Gene(TSPAN5) Band(4q23) |
category | G;G G;T T;T | |
| rs2348622 | SNP(rs2348622) Gene(LINC02233) Band(4q32.1) |
SNP(rs2348622) Gene(LINC02233) Band(4q32.1) |
category | A;A A;G G;G | |
| rs660895 | SNP(rs660895) Gene(HLA-DRB1) Band(6p21.32) |
SNP(rs660895) Gene(HLA-DRB1) Band(6p21.32) |
category | A;A A;G G;G | |
| rs16885806 | SNP(rs16885806) Gene(LOC100127900) Band(6q13) |
SNP(rs16885806) Gene(LOC100127900) Band(6q13) |
category | C;C C;T T;T | |
| rs9376674 | SNP(rs9376674) Gene(NMBR, VTA1) Band(6q24.1) |
SNP(rs9376674) Gene(NMBR, VTA1) Band(6q24.1) |
category | A;A A;C C;C | |
| rs55869541 | SNP(rs55869541) Gene(LY6H, GPIHBP1) Band(8q24.3) |
SNP(rs55869541) Gene(LY6H, GPIHBP1) Band(8q24.3) |
category | C;C C;G C;T G;G G;T | |
| rs497374 | SNP(rs497374) Gene(GLIS3) Band(9p24.2) |
SNP(rs497374) Gene(GLIS3) Band(9p24.2) |
category | C;C C;T T;T | |
| rs11263535 | SNP(rs11263535) Gene(FGF19, LOC100129779) Band(11q13.3) |
SNP(rs11263535) Gene(FGF19, LOC100129779) Band(11q13.3) |
category | A;A A;G G;G | |
| rs7236372 | SNP(rs7236372) Gene(BDPIP) Band(18q23) |
SNP(rs7236372) Gene(BDPIP) Band(18q23) |
category | C;A C;T T;T |
Research methods - Construct a deep learning model
Research Results - Artificial Intelligence Model
Research Results - Feature importance explained
