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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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Systems and Methods for Reducing Patient Readmission to Acute Care Facilities

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Malnutrition in spondylodiscitis: an overlooked risk factor.

• Authors : Gerstmeyer J; Swedish Neuroscience Institute, Swedish Medical Center, Seattle 550 17th Avenue, Suite 500, Seattle, WA, 98122, USA. .; Seattle Science Foundation, 550 17th Avenue, Suite 600, Seattle, WA, 98122, USA. .

Subjects: Malnutrition*/Malnutrition*/Malnutrition*/epidemiology ; Malnutrition*/Malnutrition*/Malnutrition*/complications ; Malnutrition*/Malnutrition*/Malnutrition*/diagnosis

• Source: Journal of orthopaedic surgery and research [J Orthop Surg Res] 2025 Jan 07; Vol. 20 (1), pp. 17. Date of Electronic Publication: 2025 Jan 07.Publisher: BioMed Central Country of Publication: England NLM ID: 101265112 Publication Model: Electronic Cited Medium: Internet ISSN: 1749-799X

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ApoB/ApoA-Ι is associated with major cardiovascular events and readmission risk of patients after percutaneous coronary intervention in one year.

• Authors : Zhang J; Department of Clinical Nutrition, Shandong Provincial Hospital affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.; Department of Clinical Nutrition, Shandong Provincial Hospital, Shandong University, Jinan, 250012, Shandong, China.

Subjects: Percutaneous Coronary Intervention*/Percutaneous Coronary Intervention*/Percutaneous Coronary Intervention*/adverse effects ; Apolipoprotein A-I*/Apolipoprotein A-I*/Apolipoprotein A-I*/blood ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data

• Source: Scientific reports [Sci Rep] 2025 Jan 06; Vol. 15 (1), pp. 996. 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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Utilization of transitional care management services and 30-day readmission.

• Authors : Kim EJ; Department of Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States of America.; Institute of Health System Science, Feinstein Institutes for Medical Research, Manhasset, NY, United States of America.

Subjects: Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data ; Transitional Care*/Transitional Care*/Transitional Care*/statistics & numerical data ; Patient Discharge*/Patient Discharge*/Patient Discharge*/statistics & numerical data

• Source: PloS one [PLoS One] 2025 Jan 03; Vol. 20 (1), pp. e0316892. Date of Electronic Publication: 2025 Jan 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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Development of a prognostic scoring system for predicting hospitalization duration in postpartum endometritis.

• Authors : Yagur Y; Department of Obstetrics and Gynecology, Meir Medical Center, Kfar Saba, Israel. .; School of Medicine, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel. .

Subjects: Endometritis*/Endometritis*/Endometritis*/epidemiology ; Endometritis*/Endometritis*/Endometritis*/diagnosis ; Length of Stay*/Length of Stay*/Length of Stay*/statistics & numerical data

• Source: BMC pregnancy and childbirth [BMC Pregnancy Childbirth] 2024 Dec 28; Vol. 24 (1), pp. 877. Date of Electronic Publication: 2024 Dec 28.Publisher: BioMed Central Country of Publication: England NLM ID: 100967799 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2393

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Clinical features and prognostic risk factors of different sex with acute exacerbations of chronic obstructive pulmonary disease.

• Authors : Yu YX; Department of Pulmonary and Critical Care Medicine, Shanghai Fifth People's Hospital, Fudan University, No. 128 Ruili Road, Minghang District, Shanghai, China.; Center of Community-Based Health Research, Fudan University, Shanghai, China.

Subjects: Pulmonary Disease, Chronic Obstructive*/Pulmonary Disease, Chronic Obstructive*/Pulmonary Disease, Chronic Obstructive*/epidemiology ; Pulmonary Disease, Chronic Obstructive*/Pulmonary Disease, Chronic Obstructive*/Pulmonary Disease, Chronic Obstructive*/complications ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data

• Source: Scientific reports [Sci Rep] 2024 Dec 28; Vol. 14 (1), pp. 31043. Date of Electronic Publication: 2024 Dec 28.Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN:

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Safety of perioperative intravenous different doses of dexamethasone in primary total joint arthroplasty: a retrospective large-scale cohort study.

• Authors : Mou P; Department of Orthopedics, Orthopedic Research Institute, West China Hospital, Sichuan University, #37 Guoxue Road, Chengdu, 610041, People's Republic of China.; Department of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China.

Subjects: Dexamethasone*/Dexamethasone*/Dexamethasone*/administration & dosage ; Dexamethasone*/Dexamethasone*/Dexamethasone*/adverse effects ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data

• Source: BMC musculoskeletal disorders [BMC Musculoskelet Disord] 2024 Dec 26; Vol. 25 (1), pp. 1067. Date of Electronic Publication: 2024 Dec 26.Publisher: BioMed Central Country of Publication: England NLM ID: 100968565 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2474

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Sepsis survivors readmitted within 30 days: outcomes of a single-center retrospective study.

• Authors : Nanah A; Department of Internal Medicine, Cleveland Clinic Foundation, Fairview Hospital -Cleveland, Ohio, United States.; Abdeljaleel F

Subjects: Sepsis*/Sepsis*/Sepsis*/mortality ; Sepsis*/Sepsis*/Sepsis*/therapy ; Patient Readmission*/Patient Readmission*/Patient Readmission*/statistics & numerical data

• Source: Critical care science [Crit Care Sci] 2024 Dec 16; Vol. 36, pp. e20240116en. Date of Electronic Publication: 2024 Dec 16 (Print Publication: 2024).Publisher: Associação de Medicina Intensiva Brasileira Country of Publication: Brazil NLM ID: 9918627781706676 Publication Model: eCollection Cited

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Diabetes does not increase in-hospital or short-term mortality in patients undergoing surgical repair for type A aortic dissection: insight from the national readmission database.

• Authors : Chaudhry H; Research Department, Weill Cornell Medicine-Qatar, Doha, Qatar.; Dargham S

Subjects: Aortic Dissection*/Aortic Dissection*/Aortic Dissection*/surgery ; Aortic Dissection*/Aortic Dissection*/Aortic Dissection*/mortality ; Databases, Factual*

• Source: Cardiovascular diabetology [Cardiovasc Diabetol] 2024 Dec 06; Vol. 23 (1), pp. 436. Date of Electronic Publication: 2024 Dec 06.Publisher: BioMed Central Country of Publication: England NLM ID: 101147637 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2840

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