Junchen Zhao
Dados Biográficos
| ID | 9993665 |
|---|---|
| NOME | Junchen Zhao |
| PRENOMES | Junchen |
| SOBRENOME | Zhao |
| ASSINATURA | ZHAO J |
| AFILIAÇÕES | Qujiang People's Hospital |
| VERIFICADO | Não |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2026 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2026 |
| ÍNDICE H | 0 |
MLP-CKD
Objective To develop and validate a clinically informed deep learning framework for admission laboratory-based screening and risk stratification of uremia-associated advanced renal dysfunction. Methods We propose MLP-CKD, a multi-branch feature interaction-enhanced multilayer perceptron that groups laboratory variables by clinical domain and incorporates missingness indicators to capture test-availability patterns. Adult ICU patients were extract…
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MLP-CKD
Objective To develop and validate a clinically informed deep learning framework for admission laboratory-based screening and risk stratification of uremia-associated advanced renal dysfunction. Methods We propose MLP-CKD, a multi-branch feature interaction-enhanced multilayer perceptron that groups laboratory variables by clinical domain and incorporates missingness indicators to capture test-availability patterns. Adult ICU patients were extract…
Acute Kidney Injury Research (1 obras) · Chronic Kidney Disease and Diabetes (1 obras) · Confidence interval (1 obras) · Deep learning (1 obras) · Dialysis and Renal Disease Management (1 obras) · F1 score (1 obras) · Missing data (1 obras) · Multilayer perceptron (1 obras) · Random forest (1 obras) · Receiver operating characteristic (1 obras)