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Comparative Analysis of LSTM Neural Networks and Traditional Machine Learning Models for Predicting Diabetes Patient Readmission

• Authors : Zarghani, Abolfazl

Subjects: Computer Science - Machine Learning

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PREDICTING HOSPITAL PATIENT READMISSION BY ANALYZING ELECTRONIC HEALTH RECORD WITH INTERPRETABLE MACHINE LEARNING

• Authors : H. Bunyamin; T. Wargasetia; J. Kasih

• Source: Eurasian Journal of Mathematical and Computer Applications. 12:32-46

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Patient Readmission for Ischemic Stroke: Risk Factors and Impact on Mortality

• Authors : Chuang Liu; Li Luo; Xiaozhou He

Subjects: Male; Length of Stay; Patient Readmission

• Source: InquiryInquiry: The Journal of Health Care Organization, Provision, and Financing, Vol 61 (2024)

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Integration of Rapid Response Teams and Early Warning Systems to Reduce Cardiac Arrests and Intensive Care Unit Readmissions.

• Authors : Weigand L; Laura Weigand is the supervisor of the high-acuity response team nurse program at Blessing Hospital in Quincy, Illinois.; Viers T

Subjects: Hospital Rapid Response Team*/Hospital Rapid Response Team*/Hospital Rapid Response Team*/organization & administration ; COVID-19*/COVID-19*/COVID-19*/nursing ; COVID-19*/COVID-19*/COVID-19*/epidemiology

• Source: Critical care nurse [Crit Care Nurse] 2025 Aug 01; Vol. 45 (4), pp. 49-56.Publisher: American Association of Critical-Care Nurses Country of Publication: United States NLM ID: 8207799 Publication Model: Print Cited Medium:

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Evaluating the effectiveness of sociotherapy following psychiatric hospitalization: a target trial emulation protocol using German statutory health insurance data.

• Authors : Kohl R; Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität Zu Berlin, Institute of Medical Sociology and Rehabilitation Science, Charitéplatz 1, 10117, Berlin, Germany. .; Zander S

Subjects: Mental Disorders*/Mental Disorders*/Mental Disorders*/therapy ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data ; Hospitals, Psychiatric*/Hospitals, Psychiatric*/Hospitals, Psychiatric*/statistics & numerical data

• Source: BMC health services research [BMC Health Serv Res] 2025 Jul 31; Vol. 25 (1), pp. 1012. Date of Electronic Publication: 2025 Jul 31.Publisher: BioMed Central Country of Publication: England NLM ID: 101088677 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6963

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Association between albumin and short-term outcomes of unplanned early readmission emergency department patients: A retrospective cohort study.

• Authors : Zhou L; State Key Laboratory of Trauma and Chemical Poisoning, Department of Field Medical Equipment, Daping Hospital, Army Medical University, Chongqing, China.; Cai X

Subjects: Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data ; Emergency Service, Hospital*/Emergency Service, Hospital*/Emergency Service, Hospital*/statistics & numerical data ; Serum Albumin*/Serum Albumin*/Serum Albumin*/analysis

• Source: PloS one [PLoS One] 2025 Jul 24; Vol. 20 (7), pp. e0327501. Date of Electronic Publication: 2025 Jul 24 (Print Publication: 2025).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Utilizing machine learning models for predicting outcomes in acute pancreatitis: development and validation in three retrospective cohorts.

• Authors : Gu K; Department of Internal Medicine, Shaoxing Maternity and Child Health Care Hospital, Shaoxing, Zhejiang, China.; Liu Y

Subjects: Machine Learning* ; Pancreatitis*/Pancreatitis*/Pancreatitis*/mortality ; Pancreatitis*/Pancreatitis*/Pancreatitis*/diagnosis

• Source: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2025 Jul 11; Vol. 25 (1), pp. 261. Date of Electronic Publication: 2025 Jul 11.Publisher: BioMed Central Country of Publication: England NLM ID: 101088682 Publication Model: Electronic Cited Medium: Internet ISSN: 1472-6947

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Increased social deprivation index scores are associated with 180-day readmissions, but not index admissions, for acute heart failure.

• Authors : Ehrman RR; Department of Emergency Medicine, Wayne State University School of Medicine, Integrative Biosciences Center, Detroit, Michigan, United States of America.; Haber BD

Subjects: Heart Failure*/Heart Failure*/Heart Failure*/epidemiology ; Heart Failure*/Heart Failure*/Heart Failure*/therapy ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data

• Source: PloS one [PLoS One] 2025 Jul 03; Vol. 20 (7), pp. e0327123. Date of Electronic Publication: 2025 Jul 03 (Print Publication: 2025).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Impact of functional status and biomarkers on hospital costs and readmission rates in geriatric patients: An observational study with comprehensive geriatric assessment.

• Authors : Simonetti I; Economics and Business, University of Amsterdam, The Netherlands.; Landi S

Subjects: Patient Readmission*/Patient Readmission*/Patient Readmission*/economics ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data ; Geriatric Assessment*

• Source: PloS one [PLoS One] 2025 May 29; Vol. 20 (5), pp. e0324465. Date of Electronic Publication: 2025 May 29 (Print Publication: 2025).Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet

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Analysis of the Incidence of Knee Arthroscopy, Total Knee Arthroplasty (TKA), and Readmission Rates for TKA After Previous Knee Arthroscopy in the Queensland (QLD) Population.

• Authors : Kang SHS; Redland Hospital, Princess Alexandra Hospital, Queensland Children's Hospital, University of Queensland, Queensland Health, Brisbane, QLD, Australia. .; Hwang AY

Subjects: Arthroplasty, Replacement, Knee*/Arthroplasty, Replacement, Knee*/Arthroplasty, Replacement, Knee*/statistics & numerical data ; Arthroplasty, Replacement, Knee*/Arthroplasty, Replacement, Knee*/Arthroplasty, Replacement, Knee*/trends ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data

• Source: BMC musculoskeletal disorders [BMC Musculoskelet Disord] 2025 Mar 25; Vol. 26 (1), pp. 292. Date of Electronic Publication: 2025 Mar 25.Publisher: BioMed Central Country of Publication: England NLM ID: 100968565 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2474

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