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Nnomogram prediction model. APACHE II score, Acute Physiology and Chronic Health Evaluation II score; NT-proBNP, N-terminal pro-brain natriuretic peptide; sTREM-1, soluble tremen-1; HMGB1, high-mobility group box protein 1.

Journal: Frontiers in Cardiovascular Medicine

Article Title: Predictive models of immune microenvironment-related markers in patients with sepsis accompanied by myocardial dysfunction and their roles in diagnosis

doi: 10.3389/fcvm.2025.1705594

Figure Lengend Snippet: Nnomogram prediction model. APACHE II score, Acute Physiology and Chronic Health Evaluation II score; NT-proBNP, N-terminal pro-brain natriuretic peptide; sTREM-1, soluble tremen-1; HMGB1, high-mobility group box protein 1.

Article Snippet: The specific prediction model is as follows: Logit ( P ) = − 26.305 + 0.392 × ( APACHE II score ) + 0.013 × ( NT - proBNP ) + 0.110 × ( sTREM - 1 ) + 0.006 × ( HMGB 1 ) .

Techniques:

Decision tree prediction model. 0, no SIMD occurred, 1 indicates SIMD; APACHE II score, Acute Physiology and Chronic Health Evaluation II score; NT-proBNP, N-terminal pro-brain natriuretic peptide; sTREM-1, soluble tremen-1; HMGB1, high-mobility group box protein 1.

Journal: Frontiers in Cardiovascular Medicine

Article Title: Predictive models of immune microenvironment-related markers in patients with sepsis accompanied by myocardial dysfunction and their roles in diagnosis

doi: 10.3389/fcvm.2025.1705594

Figure Lengend Snippet: Decision tree prediction model. 0, no SIMD occurred, 1 indicates SIMD; APACHE II score, Acute Physiology and Chronic Health Evaluation II score; NT-proBNP, N-terminal pro-brain natriuretic peptide; sTREM-1, soluble tremen-1; HMGB1, high-mobility group box protein 1.

Article Snippet: The specific prediction model is as follows: Logit ( P ) = − 26.305 + 0.392 × ( APACHE II score ) + 0.013 × ( NT - proBNP ) + 0.110 × ( sTREM - 1 ) + 0.006 × ( HMGB 1 ) .

Techniques:

GBM prediction model. APACHE II score, Acute Physiology and Chronic Health Evaluation II score; NT-proBNP, N-terminal pro-brain natriuretic peptide; sTREM-1, soluble tremen-1; HMGB1, high-mobility group box protein 1.

Journal: Frontiers in Cardiovascular Medicine

Article Title: Predictive models of immune microenvironment-related markers in patients with sepsis accompanied by myocardial dysfunction and their roles in diagnosis

doi: 10.3389/fcvm.2025.1705594

Figure Lengend Snippet: GBM prediction model. APACHE II score, Acute Physiology and Chronic Health Evaluation II score; NT-proBNP, N-terminal pro-brain natriuretic peptide; sTREM-1, soluble tremen-1; HMGB1, high-mobility group box protein 1.

Article Snippet: The specific prediction model is as follows: Logit ( P ) = − 26.305 + 0.392 × ( APACHE II score ) + 0.013 × ( NT - proBNP ) + 0.110 × ( sTREM - 1 ) + 0.006 × ( HMGB 1 ) .

Techniques:

Baseline characteristics of study subjects.

Journal: Journal of Clinical Medicine

Article Title: Critically-Ill Patients with Biliary Obstruction and Cholangitis: Bedside Fluoroscopic-Free Endoscopic Drainage versus Percutaneous Drainage

doi: 10.3390/jcm11071869

Figure Lengend Snippet: Baseline characteristics of study subjects.

Article Snippet: In our EBD group, the median APACHE II score was 26.5 and the 30-day mortality rate was 31.25.

Techniques:

Predictive factors associated with 30-day mortality.

Journal: Journal of Clinical Medicine

Article Title: Critically-Ill Patients with Biliary Obstruction and Cholangitis: Bedside Fluoroscopic-Free Endoscopic Drainage versus Percutaneous Drainage

doi: 10.3390/jcm11071869

Figure Lengend Snippet: Predictive factors associated with 30-day mortality.

Article Snippet: In our EBD group, the median APACHE II score was 26.5 and the 30-day mortality rate was 31.25.

Techniques: