Establishment of a differential diagnosis method and an online prediction platform for AOSD and sepsis based on gradient boosting decision trees algorithm

[1] Fautrel B(2008)Adult-onset Still disease Best practice & research in clinical rheumatology 22 773-792

[2] Park HJ(2018)Red blood cell distribution width is useful in discriminating adult onset Still's disease and sepsis within 24 hours after hospitalization Korean J Intern Med 33 1234-1240

[3] Song J(2021)Combination value of biomarkers in discriminating adult onset Still's disease and sepsis Wien Klin Wochenschr 133 118-122

[4] Park YB(2014)Delta neutrophil index as an early marker for differential diagnosis of adult-onset Still's disease and sepsis Yonsei Med J 55 753-759

[5] Lee SK(2019)Platelet parameters aid identification of adult-onset Still's disease from sepsis Neth J Med 77 274-279

[6] Lee SW(2021)Adult-onset Still's disease in focus: clinical manifestations, diagnosis, treatment, and unmet needs in the era of targeted therapies Semin Arthritis Rheum 51 858-874

[7] Zhang M(2017)Prognostic factors of macrophage activation syndrome, at the time of diagnosis, in adult patients affected by autoimmune disease: analysis of 41 cases collected in 2 rheumatologic centers Autoimmun Rev 16 16-21

[8] Xie M(2021)Machine learning and deep learning predictive models for type 2 diabetes: a systematic review Diabetol Metab Syndr 13 148-867

[9] Wang Y(2020)Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets Nat Commun 11 4080-544

[10] Li J(2019)Machine Learning-Assisted System for Thyroid Nodule Diagnosis Thyroid 29 858-430

[1] Fautrel B(2008)Adult-onset Still disease Best practice & research in clinical rheumatology 22 773-792

[2] Park HJ(2018)Red blood cell distribution width is useful in discriminating adult onset Still's disease and sepsis within 24 hours after hospitalization Korean J Intern Med 33 1234-1240

[3] Song J(2021)Combination value of biomarkers in discriminating adult onset Still's disease and sepsis Wien Klin Wochenschr 133 118-122

[4] Park YB(2014)Delta neutrophil index as an early marker for differential diagnosis of adult-onset Still's disease and sepsis Yonsei Med J 55 753-759

[5] Lee SK(2019)Platelet parameters aid identification of adult-onset Still's disease from sepsis Neth J Med 77 274-279

[6] Lee SW(2021)Adult-onset Still's disease in focus: clinical manifestations, diagnosis, treatment, and unmet needs in the era of targeted therapies Semin Arthritis Rheum 51 858-874

[7] Zhang M(2017)Prognostic factors of macrophage activation syndrome, at the time of diagnosis, in adult patients affected by autoimmune disease: analysis of 41 cases collected in 2 rheumatologic centers Autoimmun Rev 16 16-21

[8] Xie M(2021)Machine learning and deep learning predictive models for type 2 diabetes: a systematic review Diabetol Metab Syndr 13 148-867

[9] Wang Y(2020)Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets Nat Commun 11 4080-544

[10] Li J(2019)Machine Learning-Assisted System for Thyroid Nodule Diagnosis Thyroid 29 858-430