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Medical triage as an AI ethics benchmark.

• Authors : Kirch, Nathalie Maria^1,2 (AUTHOR); Hebenstreit, Konstantin¹ (AUTHOR); Samwald, Matthias¹ (AUTHOR)

• Source: Scientific Reports. 8/22/2025, Vol. 15 Issue 1, p1-8. 8p.

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Development and internal validation of an AI-based emergency triage model for predicting critical outcomes in emergency department.

• Authors : Sitthiprawiat P; Department of Emergency Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Wittayachamnankul B

Subjects: Triage*/Triage*/Triage*/methods ; Emergency Service, Hospital*/Emergency Service, Hospital*/Emergency Service, Hospital*/statistics & numerical data; Intensive Care Units/Intensive Care Units/Intensive Care Units/statistics & numerical data

• Source: Scientific reports [Sci Rep] 2025 Aug 25; Vol. 15 (1), pp. 31212. Date of Electronic Publication: 2025 Aug 25.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Comparison of triage performance among DRP tool, ChatGPT, and outpatient rehabilitation doctors.

• Authors : Zou Y; Department of Rehabilitation, Shenzhen Second People's Hospital, First Affiliated Hospital of Shenzhen University, 3002 Sungang West Road, Futian District, Shenzhen, 518035, Guangdong Province, China.; Ye R

Subjects: Triage*/Triage*/Triage*/methods ; Rehabilitation*; Humans

• Source: Scientific reports [Sci Rep] 2025 Apr 23; Vol. 15 (1), pp. 14084. Date of Electronic Publication: 2025 Apr 23.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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A transfer triage tool for COVID-19 mass critical care surges.

• Authors : Azeli Y; Sistema d'Emergències Mèdiques de Catalunya, Carrer de Pablo Iglesias 101-115, L'Hospitalet de Llobregat, Barcelona, Spain. .; Red de Investigación de Emergencias Prehospitalarias (RINVEMER), SEMES, Madrid, Spain. .

Subjects: COVID-19*/COVID-19*/COVID-19*/mortality ; COVID-19*/COVID-19*/COVID-19*/therapy ; COVID-19*/COVID-19*/COVID-19*/epidemiology

• Source: Scientific reports [Sci Rep] 2025 Apr 05; Vol. 15 (1), pp. 11726. Date of Electronic Publication: 2025 Apr 05.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Interpretable machine learning for predicting sepsis risk in emergency triage patients.

• Authors : Liu Z; Department of Emergency, The First Hospital of China Medical University, No. 155, Nanjing North Street, Heping District, Shenyang, 11001, China.; Shu W

Subjects: Sepsis*/Sepsis*/Sepsis*/diagnosis ; Triage*/Triage*/Triage*/methods ; Machine Learning*

• Source: Scientific reports [Sci Rep] 2025 Jan 06; Vol. 15 (1), pp. 887. Date of Electronic Publication: 2025 Jan 06.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Development and usability evaluation of a mHealth application for prehospital triage

• Authors : Elham Asadiara; Hassan Emami; Mehdi Safari

Subjects: Medical emergency service; Emergency care; Prehospital triage

• Source: Scientific Reports, Vol 15, Iss 1, Pp 1-11 (2025)

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Use of a BMI-independent biomarker-based prostate cancer risk score to identify and triage individuals at risk of prostate disease

• Authors : Joanne Watt; Allister Irvine; Mary Jo Kurth

Subjects: Prostate cancer risk score; Triage; Prostate specific antigen

• Source: Scientific Reports, Vol 15, Iss 1, Pp 1-9 (2025)

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Leveraging graph neural networks for supporting automatic triage of patients.

• Authors : Defilippo, Annamaria¹ (AUTHOR); Veltri, Pierangelo² (AUTHOR); Lió, Pietro³ (AUTHOR)

• Source: Scientific Reports. 5/31/2024, Vol. 14 Issue 1, p1-17. 17p.

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AUPA: weakly supervised approach for streamlining breast cancer diagnostic workflow by WSI histological type classification for efficient IHC triage.

• Authors : Garcia-Gonzalez MJ; Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebastián, Spain. .; eHealth Group, Bioengineering Area, Biogipuzkoa Health Research Institute, Donostia-San Sebastián, Spain. .

Subjects: Breast Neoplasms*/Breast Neoplasms*/Breast Neoplasms*/diagnosis ; Breast Neoplasms*/Breast Neoplasms*/Breast Neoplasms*/pathology ; Breast Neoplasms*/Breast Neoplasms*/Breast Neoplasms*/metabolism

• Source: Scientific reports [Sci Rep] 2025 Nov 26; Vol. 15 (1), pp. 42115. Date of Electronic Publication: 2025 Nov 26.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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The RepVig framework for designing use-case specific representative vignettes and evaluating triage accuracy of laypeople and symptom assessment applications.

• Authors : Kopka M; Division of Ergonomics, Department of Psychology and Ergonomics (IPA), Technische Universität Berlin, Berlin, Germany. .; Napierala H

Subjects: Triage*/Triage*/Triage*/methods ; Symptom Assessment*/Symptom Assessment*/Symptom Assessment*/methods; Humans

• Source: Scientific reports [Sci Rep] 2024 Dec 23; Vol. 14 (1), pp. 30614. Date of Electronic Publication: 2024 Dec 23.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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