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1. Identification of angiogenesis-related genes and molecular subtypes for psoriasis based on random forest algorithm.

2. Plasma MERTK Is a Promising Biomarker for the Diagnosis and Prognosis of Hepatitis B Virus-Related Acute-on-Chronic Liver Failure.

3. Machine Learning-Based Sample Misidentification Error Detection in Clinical Laboratory Tests: A Retrospective Multicenter Study.

4. Ultrasound-based detection of inflammatory changes for early diagnosis and risk model construction of psoriatic arthritis.

5. Parametric mapping using cardiovascular magnetic resonance for the differentiation of light chain amyloidosis and transthyretin-related amyloidosis.

6. MicroHDF: predicting host phenotypes with metagenomic data using a deep forest-based framework.

7. Predicting functional outcome in ischemic stroke patients using genetic, environmental, and clinical factors: a machine learning analysis of population-based prospective cohort study.

8. Development and validation of an explainable machine learning model for predicting multidimensional frailty in hospitalized patients with cirrhosis.

9. Chemokine receptor CXCR4 based positron emission tomography imaging in systemic sclerosis-related interstitial lung disease.

10. Neutrophil-Associated Proteins as Novel Biomarkers Elevated in Cerebrospinal Fluid of Patients With Neurosyphilis.

11. A Machine Learning-Based Risk Score for Prediction of Infective Endocarditis Among Patients With Staphylococcus aureus Bacteremia-The SABIER Score.

12. Deciphering prognostic indicators in non-HIV cryptococcal meningitis: Constructing and validating a predictive Nomogram model.

13. D-dimer cut-off value for predicting venous thromboembolism at the initial diagnosis in Japanese patients with advanced lung cancer.

14. Diagnostic and prognostic value of circulating exosomal glypican-1 in pancreatic cancer: a meta-analysis.

15. Circulating miR-199a and long noncoding-RNA ANRIL as Promising Diagnostic Biomarkers for Inflammatory Bowel Disease.

16. Development and validation of a prognostic scoring system for 1-year mortality in older patients with hip fractures.

17. A machine learning-based prediction model for gout in hyperuricemics: a nationwide cohort study.

18. Von Willebrand factor antigen as a marker of disease activity in childhood-onset antineutrophil cytoplasmic antibody-associated vasculitis.

19. Clinical risk prediction using language models: benefits and considerations.

20. Tricuspid annular plane systolic excursion over systolic pulmonary artery pressure prognostic value for in-hospital adverse events in patients hospitalized for acute coronary syndrome.

21. Validation of three health literacy screening questions compared with S-TOFHLA in a low-income diverse English- and Spanish-Speaking population.

22. Utility of a Short-Form Phonemic Fluency Task.

23. The Ability of a 3-Gene Host Signature in Blood to Distinguish Tuberculous Meningitis From Other Brain Infections.

24. Decreased glucagon in diabetic peripheral neuropathy patients with long duration type 2 diabetes.

25. Combinatorial Host-Response Biomarker Signature (BV Score) and Its Subanalytes TRAIL, IP-10, and C-Reactive Protein in Children With Mycoplasma pneumoniae Community-Acquired Pneumonia.

26. Value of high-output pace-mapping of the right phrenic nerve for enabling safe radiofrequency ablation of atrial fibrillation: insights from three-dimensional computed tomography segmentation.

27. Diagnostic performance of the (1-3)-β-d-glucan assay in patients with different risks for invasive fungal diseases.

28. Machine Learning-Based Prediction of Hemoglobinopathies Using Complete Blood Count Data.

29. Diagnosis of calcium pyrophosphate crystal deposition disease by ultrasonography: how many and which sites should be scanned?

30. Impact of wearable device data and multi-scale entropy analysis on improving hospital readmission prediction.

31. In-hospital prognostic value of TAPSE/sPAP in patients hospitalized for acute heart failure.

32. Large language model produces high accurate diagnosis of cancer from end-motif profiles of cell-free DNA.

33. Characteristic Profiling of Soluble Factors in the Cerebrospinal Fluid of Patients With Neurosyphilis.

34. PMiSLocMF: predicting miRNA subcellular localizations by incorporating multi-source features of miRNAs.

35. Sigmoidal relationship between liver fat content and nonalcoholic fatty liver disease in Chinese adults.

36. Machine Learning Identifies Metabolic Dysfunction-Associated Steatotic Liver Disease in Patients With Diabetes Mellitus.

37. A meta-analysis of urinary transferrin for early diagnosis of diabetic nephropathy.

38. The role of gastrin 17 and pepsinogen I:pepsinogen II ratio in pathological diagnosis and endoscopic selection in gastritis patients.

39. The McCusker Subjective Cognitive Impairment Inventory (McSCI): a novel measure of perceived cognitive decline.

40. Risk factors and development of machine learning diagnostic models for lateral lymph node metastasis in rectal cancer: multicentre study.

41. Screening for Primary Aldosteronism by Mass Spectrometry Versus Immunoassay Measurements of Aldosterone: A Prospective Within-Patient Study.

42. Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning.

43. Peak atrial longitudinal strain and risk stratification in moderate and severe aortic stenosis.

44. Understanding decision curve analysis in clinical prediction model research.

45. Impact of cardiac size on diagnostic performance of single-photon emission computed tomography myocardial perfusion imaging: insights from the REgistry of Fast Myocardial Perfusion Imaging with NExt generation single-photon emission computed tomography.

46. Guiding early revascularization using [15O]H2O positron emission tomography myocardial perfusion imaging: impact of atrial fibrillation.

47. Deep learning to detect left ventricular structural abnormalities in chest X-rays.

48. Frameshift mutations in peripheral blood as a biomarker for surveillance of Lynch syndrome.

49. Limitations of apical sparing pattern in cardiac amyloidosis: a multicentre echocardiographic study.

50. Cross-cultural Diagnostic Validity of the Multilingual Naming Test (MINT) in a Sample of Older Adults.

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