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Development of Machine Learning Prediction Models to Predict ICU Admission and the Length of Stay in ICU for COVID‑19 Patients Using a Clinical Dataset Including Chest Computed Tomography Severity Score Data

• Authors : Seyed Salman Zakariaee; Negar Naderi; Hadi Kazemi-Arpanahi

Subjects: machine learning; covid-19; length of stay

• Source: Gazi Medical Journal, Vol 36, Iss 3, Pp 278-286 (2025)

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Characteristics Associated with Length of Stay in Intensive Care Unit for Cancer Patients in China: A Nationwide Retrospective Cohort Study

• Authors : Zhang G; Liu H; Xia R

Subjects: Cancer; Length of stay; Intensive care unit

• Source: Journal of Multidisciplinary Healthcare, Vol 18, Iss Issue 1, Pp 6025-6035 (2025)

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Correlation between tracheostomy timing and length of stay in critically ill patients.

• Authors : Permana, Septian Adi¹; Amelia, Alya² ; Adithya, Bara²

• Source: Anaesthesia, Pain & Intensive Care. Nov/Dec2024, Vol. 28 Issue 6, p1004-1009. 6p.

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Clinical nomogram prediction model to assess the risk of prolonged ICU length of stay in patients with diabetic ketoacidosis: a retrospective analysis based on the MIMIC-IV database.

• Authors : Shi, Jincun¹; Chen, Fujin¹; Zheng, Kaihui¹

• Source: BMC Anesthesiology. 2/29/2024, Vol. 24 Issue 1, p1-11. 11p.

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The Modified Nutrition Risk in Critically III (mNUTRIC) Score associated with Clinical Outcome and Length of Stay in Intensive Care Unit (ICU) Patients

• Authors : Galuh Dwi Anjani; Mirza Junando; Rasmi Zakiah Oktarlina

Subjects: clinical outcome; elderly patients; intensive care unit

• Source: Jurnal Kedokteran Diponegoro, Vol 14, Iss 2, Pp 81-87 (2025)

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Relationship Between Intensive Care Unit Length of Stay and One‐Year Mortality Following Cardiac Surgery.

• Authors : Panza, Gregory A.¹ (AUTHOR) ; McKay, Raymond G.² (AUTHOR); Collazo, Susan³ (AUTHOR)

• Source: Journal of Cardiac Surgery. 4/6/2025, Vol. 2025, p1-9. 9p.

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Decreased hospital length of stay and intensive care unit admissions for non-COVID blunt trauma patients during the COVID-19 pandemic.

• Authors : Yeates, Eric O; Grigorian, Areg; Schellenberg, Morgan

Subjects: Humans; Wounds; Nonpenetrating

• Source: American journal of surgery. 224(1 Pt A)

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Transformer-based model for predicting length of stay in intensive care unit in sepsis patients

• Authors : Jeesu Kim; Geun-Hyeong Kim; Jae-Woo Kim

Subjects: sepsis; intensive care unit; length of stay

• Source: Frontiers in Medicine, Vol 11 (2025)

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Association Between Length of Stay and Incidence of Hospital‐Acquired Anaemia in Critically Ill Patients: A Retrospective Cohort Study.

• Authors : Al Amer, Bushra¹ (AUTHOR) ; Alharbi, Ghaleb² (AUTHOR); Alrashdi, Abdulaziz³ (AUTHOR)

• Source: Critical Care Research & Practice. 5/27/2025, Vol. 2025, p1-6. 6p.

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Evaluation of the Initial General Ward Early Warning Score and ICU Admission, Hospital Length of Stay and Mortality

• Authors : Gielen, Anneke; Koekkoek, Kristine; van der Steen, Marijke

Subjects: Adult; Monitoring; Adolescent

• Source: West J Emerg MedWestern Journal of Emergency Medicine, Vol 22, Iss 5 (2021)Western Journal of Emergency Medicine: Integrating Emergency Care with Population Health, vol 22, iss 5

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