Digital Commons Network^™

Effectiveness Of Cognitive Stimulation Therapy On The Quality Of Life Of Adults With Dementia: A Secondary Analysis, Evelyn Airam

UNLV Theses, Dissertations, Professional Papers, and Capstones

This secondary analysis study evaluated the effectiveness of Cognitive Stimulation Therapy (CST) on quality of life (QoL), depressive symptoms, and cognitive function in 108 community-dwelling older adults with cognitive impairments, including dementia. Outcomes involved Quality of Life (QoL) measured by the Quality of Life in Alzheimer’s Disease (QoL-AD), symptoms of depression by the Cornell Scale for Depression in Dementia (CSDD), and cognitive function using the Saint Louis University Mental Status (SLUMS). After the CST, significant improvements were observed in QoL (p = .004), depressive symptoms (p = .002), and cognitive function (p < .001), with small effect sizes. Additionally, a significant interaction between sex and dementia diagnosis status was found in predicting cognitive changes, suggesting that the relationship between dementia diagnosis and cognitive improvement differs by sex. No between-group differences were found for QoL or depression. Findings support CST as a multidimensional, non-pharmacological intervention that improves cognitive, psychological, and social outcomes. Although effects were small, consistent improvements are clinically meaningful given the progressive nature of dementia. This study extends existing literature by demonstrating CST’s effectiveness in a community-based setting and reinforces its alignment with occupational therapy’s emphasis on participation and holistic care. Results highlight the need for early intervention and expanded access to CST programs to enhance quality of life in this population.

Development And Evaluation Of A Training Program On Pain Assessments For Pediatric Care Teams In Skilled Nursing Facilities, Rudy Velasquez-Correa

UNLV Theses, Dissertations, Professional Papers, and Capstones

This capstone project was a program development and quality improvement initiative at Silver State Pediatrics focused on improving consistency and confidence of pediatric care staff in assessing and documenting pain in children, particularly those who are non-speaking and medically complex. Although validated tools such as the Face, Legs, Activity, Cry, Consolability (FLACC), revised-FLACC (R-FLACC), and Non-communicating Children’s Pain Checklist-Revised (NCCPC-R) exists, inconsistent training and limited interdisciplinary communication have led to variability in clinical practice. This project involved implementing a brief, 20-30-minute interdisciplinary training session for nursing and rehabilitation staff on the use of validated pediatric pain assessment tools and collaborative …

Multiple Intracranial Aneurysms: An International Consensus Statement, Stavropoula Tjoumakaris

Department of Neurosurgery Faculty Papers

Introduction: Multiple intracranial aneurysms (MIAs) pose diagnostic and therapeutic challenges, and widely used rupture-risk scores have not been validated for this subgroup. Research question: To develop expert-based recommendations for the diagnosis, rupture-risk assessment, treatment selection, and follow-up of patients with MIAs. Material and methods: A modified Delphi process was conducted. After topic generation from the literature, iterative questionnaires were administered anonymously online to invited experts. Consensus was prespecified as ≥70% agreement. Twenty-six of 35 invitees (74.3%) completed the survey. Results: Consensus identified the ruptured lesion in aneurysmal subarachnoid hemorrhage (aSAH) using computed tomographic angiography (CTA) and 3D rotational digital subtraction …

Golden Steps: A Dance-Based Program To Improve Balance In Older Adults — A Feasibility And Acceptability Study, Ramyr Bognot, Sophia Botelho, Nolan Caberto, Lauren Valerio, Joshua Yu, Jason Zeidman

UNLV Theses, Dissertations, Professional Papers, and Capstones

Background

Falls are a leading cause of injury and loss of independence among older adults. Evidence-based programs such as Otago and Tai Ji Quan reduce fall risk, yet barriers to access and adherence remain. Dance-based interventions may offer a practical, enjoyable approach to engage older adults in balance training.

Purpose

This formative pilot study aimed to develop four dance routines grounded in evidence- based balance principles and evaluate their feasibility and acceptability among older adults, including factors influencing enjoyment and willingness to continue participation, to inform future clinical and community implementation.

Methods

Four routines (Polka, Country, Rockabilly, Salsa) were developed …

Correlation Between Maxillary Transverse Width, Alveolar Housing Width And Palatal Bone Thickness: A Cbct Retrospective Study, Eric G. Hollensbe

UNLV Theses, Dissertations, Professional Papers, and Capstones

Background:

Accurate assessment of transverse maxillary dimensions and surrounding bone morphology is critical for safe orthodontic treatment planning. Orthodontic expansion should remain within the biological limits of the alveolar housing and palatal bone to prevent adverse periodontal outcomes, including dehiscence, fenestration, and gingival recession. Standard diagnostic methods, such as dental casts and two-dimensional radiographs, offer limited information about the three-dimensional anatomy that restricts orthodontic tooth movement. Cone-beam computed tomography (CBCT) provides detailed evaluation of skeletal dimensions and cortical bone boundaries. This study aimed to examine the relationships among maxillary transverse width, alveolar housing thickness, and palatal thickness using CBCT imaging. …

Multiple Interest Holder Perspectives Of The True Grit Sci Residential Program: A Mixed Methods Program Evaluation, Keara Mcnair

Seton Hall University Dissertations and Theses (ETDs)

Young adults with spinal cord injury (SCI) face significant challenges during the transition to adulthood, including barriers to independence, community participation, and psychosocial adjustment (Ingimarsdóttir et al., 2023; Zebracki et al., 2010). Current rehabilitation models in the United States prioritize short-term physical recovery and offer limited support for the developmental and contextual needs that shape long-term outcomes after SCI, particularly during transitions from inpatient rehabilitation to the community (Anderson et al., 2024; Bryden & Gran, 2024). Community-based programs may help address these gaps, though few have been rigorously evaluated using implementation science frameworks that attend to health equity, contextual influences, …

Quality Improvement (Qi) Project Aimed At Reducing Unnecessary Antibiotic Usage Among Older Adult Patients By Addressing Inappropriate Antibiotic Prescribing In Primary And Long-Term Care Settings, Pamela M. Thomas

Seton Hall University Dissertations and Theses (ETDs)

Antibiotic overuse among older adults remains a significant patient safety and public health concern. Recent national data indicate that approximately 30%–50% of outpatient antibiotic prescriptions may be unnecessary, particularly for viral or self-limiting conditions (Chua et al., 2021). Antimicrobial resistance has been associated with more than 1.27 million deaths globally (Murray et al., 2022). This quality improvement project evaluated a multifaceted antimicrobial stewardship intervention in primary and long-term care settings. Baseline review of 167 antibiotic cases revealed 37.1% were inappropriate or questionable, and 28.7% lacked adequate diagnostic documentation. The intervention incorporated provider education, electronic health record decision-support tools, audit and …

Enhancing Psychosocial Well-Being And Quality Of Life In Parkinson’S Disease: Integrating Patient Experiences And Physical Therapists’ Expertise, Adetayo Adeoti Babarinde

UNLV Theses, Dissertations, Professional Papers, and Capstones

Parkinson’s disease (PD) is characterized by a wide range of non-motor symptoms that often affect the quality of life of persons with Parkinson’s disease (PwPD) even more profoundly than the motor symptoms typically associated with the condition. These non-motor symptoms include olfactory and gastrointestinal dysfunction, cognitive impairments, sleep disturbances, and psychological and social concerns. Psychosocial concerns include the mental, emotional, and social impact of PD on an individual’s functioning and, overall well-being. They reflect the interplay between symptoms of the disease, psychological development and functioning, personal relationships, and environmental factors. Mental health and psychosocial concerns such as depression, anxiety, fear …

Correlation Of Buccolingual Angulation Of Posterior Teeth And Transverse Skeletal Width In Adult Orthodontic Patients: A Retrospective Cbct Study, Anya T. Hatfield

UNLV Theses, Dissertations, Professional Papers, and Capstones

Objective:

Accurate evaluation of transverse skeletal relationships is essential for orthodontic diagnosis and treatment planning. Dentition may compensate for skeletal discrepancies through buccolingual tipping of posterior teeth, potentially masking underlying transverse imbalance. The purpose of this study was to investigate the relationship between transverse skeletal width and posterior tooth angulation using cone-beam computed tomography (CBCT).

Methods:

Sixty-six pre-orthodontic adult CBCT scans were analyzed. Maxillary and mandibular transverse skeletal widths were measured at the level of the first molar furcation using buccal cortical plate– to–buccal cortical plate landmarks. Buccolingual angulation of the first and second premolars and first and second molars …

The Contribution Of Psychophysiological Stress Factors On Muscle Cramp Susceptibility, Lauren D. Levine

UNLV Theses, Dissertations, Professional Papers, and Capstones

Exercise-associated muscle cramps (EAMCs) are painful phenomenon that involves involuntary muscle spasms occurring during physical activity or directly after. 1 The landscape of the research on EAMC etiology has expanded from focusing on a single prevailing cause (e.g., hydration status) to a more holistic approach of how numerous factors contribute to the onset of neuromuscular fatigue, and the significance of each factor in those who suffer from EAMC. Following the multifactorial theory of cramp pathophysiology, this research sought to advance the knowledge of cramp susceptibility by investigating if there is a relationship between common psychophysiological factors like high anxiety, sleep …

Exploring Bidirectionality In Global Health Partnerships: Perspectives From U.S. Pediatric Residency Programs., Anik Patel, Pauline Kamau, Justus Simba, Ashley Combs, Adelaide Barnes, Kathy Ferrer, Heather Haq, Duncan K. Hau, Lee Morris, Brittany Murray, Amy Rule, Reena P. Tam, Lisa Umphrey, Megan S. Mchenry

Manuscripts, Articles, Book Chapters and Other Papers

Introduction Despite growing interest, little guidance exists to re-evaluate global health partnerships (GHPs) through promoting bidirectionality. This study aims to understand the perspectives of United States (U.S.) pediatric global health (GH) faculty on institutional bidirectional practices to inform future discussions with international collaborators. Methods An internally, iteratively developed REDCap-based online survey (REDCap, Vanderbilt University, Nashville, TN), by our diverse author group, collected qualitative data from January 18 to February 20, 2023. Free-text responses were reviewed and coded inductively, with findings framed to generate themes for subsequent engagement with international partners. Results Of the 88 U.S. programs that identify as having …

Quadriceps Tendon Versus Patellar Tendon Autograft For Primary Acl Reconstruction: A Matched-Pairs Analysis At 3, 6, And 9 Months, Grant Gueller, Steven Higbie, Walter Lowe

Summer Research Program Abstracts

No abstract provided.

Imaging Of The Centromedian Thalamic Nucleus Using 3d Fast Gray Matter Acquisition T1 Inversion Recovery Sequence In 3t Mri In Epilepsy, Tunchanok Paprad, Thanyachat Yutthakasaemsan, Supada Prakkamakul

Chulalongkorn Medical Journal

Background:

The centromedian thalamic nucleus (CM) is an emerging deep brain stimulation (DBS) target for neurological disorders, including drug-resistant epilepsy. Traditional DBS localization relies on predefined stereotactic coordinates, which may be imprecise. Novel MRI sequences enhance gray-white matter contrast, potentially allowing direct CM visualization, improving accuracy in DBS planning and targeting.

Objective:

This study evaluates the 3D Fast Gray Matter Acquisition T1 Inversion Recovery (FGATIR) MRI sequence for the visualization of the CM in epilepsy patients.

Methods:

This prospective IRB-approved descriptive study included adult epilepsy patients who underwent 3D FGATIR MRI sequence at 3 Tesla. Two neuroradiologists independently assessed CM …

The Association Between Sarcopenia And Functional Outcomes After Bipolar Hemiarthroplasty In Elderly Patients With Displaced Femoral Neck Fracture. Structural Equation Modeling., Sanzhar Artykbay, Stephen J. Kerr, Saran Tantavisut

Chulalongkorn Medical Journal

Background: Sarcopenia is an underrecognized condition that may impair recovery after hip fracture surgery in older adults.

Objectives: This study aimed to assess the impact of sarcopenia on functional outcomes and hip muscle strength in elderly individuals with femoral neck fractures while accounting for other potential confounding factors through a structural equation model (SEM).

Methods: Between January 2023 and October 2024, a prospective cohort study at a tertiary university hospital enrolled patients aged 60 and older undergoing bipolar hemiarthroplasty for displaced femoral neck fractures. Functional recovery was evaluated at 3-months follow-up using the Barthel Index (BI), Short Physical Performance Battery …

Clinical Outcomes Between Transradial And Transfemoral Primary Percutaneous Coronary Intervention In St-Segment Elevation Myocardial Infarction Patients In Chonburi Hospital: A Retrospective Study, Artit Torpongpun, Pornchai Ngamjanyaporn, Woravit Tantisiriwat, Chanadda Rutnuntamongkon, Gahn Nakornchai, Paramaporn Suttirut

Chulalongkorn Medical Journal

Background: According to recent global data, transradial primary PCI in ST-elevation myocardial infarction (STEMI) patients has demonstrated better procedural outcomes compared to transfemoral PCI.

Objective: To compare the clinical outcomes between transradial and transfemoral primary PCI in STEMI patients at Chonburi Hospital.

Methods: Patients diagnosed with STEMI who underwent PCI at Chonburi Hospital between October 1, 2016, and September 30, 2023, were enrolled. Clinical data were obtained through a retrospective review of medical records and the Chonburi Hospital STEMI registry database.

Results:A total of 913 patients were eligible for statistical analysis, with 532 and 381 patients undergoing PCI via …

Factors Influencing Outcomes In Neonatal Abdominal Surgery: Surgeons’ Perspectives, Nimmita Srisan, Kanyarat Olarachin, Pattamon Sutthatarn, Katawaetee Decharun, Prapapan Rajatapiti, Somboon Reukvibunsi, Paisarn Vejchapipat

Chulalongkorn Medical Journal

Neonatal abdominal surgery was often indicated by congenital conditions, presenting significant risks of morbidity and mortality. However, comprehensive surgical data and identification of complication-related risk factors still receive little attention.

Purpose: Our objectives were to characterize neonatal patients undergoing abdominal surgery and to identify prognostic factors influencing complications and mortality in those patients.

Methods: A retrospective study was conducted on newborn patients aged between 0-30 days undergoing index surgery at a university hospital from 2013 to 2021. Categorical data were compared between the without-complication group and the with-complication group using the Chi-square tests and Fisher-Exact tests. Continuous data were analyzed …

Discharge Rates From Pediatric Emergency Departments Against Medical Advice Can Be Reduced By Improving Service Quality, Sounira Mehri, Josef Finsterer

Saudi Medical Journal

No abstract provided.

Integrating The Private Sector Into Surgical Residency Training: Insights From Dr. Sulaiman Al Habib Medical Group, Saudi Arabia, Nuha A. Alsaleh

Saudi Medical Journal

No abstract provided.

Covid-19–Associated Rhabdomyolysis In Hospitalized Patients: Retrospective Cohort Study, Paula Esquerdo-Serrano, Silvia Otero-Rodriguez, Hector Pinargote-Celorio, Sergio Reus, Esperanza Merino, José-Manuel Ramos-Rincón

Saudi Medical Journal

Objectives: To determine the frequency of rhabdomyolysis in patients hospitalized with COVID-19 and to characterize their clinical features and outcomes. Methods: All adults admitted to the hospital were included in this single-center retrospective cohort study with COVID-19 at a tertiary care institution in Alicante, Spain, between March 2020 and March 2024. A creatine kinase (CK) threshold of 1000 U/L or higher was used to define rhabdomyolysis. Demographic, clinical, laboratory, treatment, and outcome data were collected. Patients with and without rhabdomyolysis were compared, and factors associated with in-hospital mortality (IHM) were analyzed. Results: Among 7,590 hospitalized COVID-19 patients, 20 developed rhabdomyolyses …

Coronary Artery Ectasia: A 10-Year Experience At A Single Center In Saudi Arabia, Talal F. Aljabbary, Meshal S. Alhamed, Mohamed H. Ismaeel, Abdulrahman O. Alhaqbani, Abdullah S. Alhumimidi, Nouf A. Alanazi, Ayman M. Alsaleh, Khalid M. Aljohani, Waleed M. Alharbi, Mostafa Q. Alshamiri

Saudi Medical Journal

Objective: To assess the incidence of coronary artery ectasia (CAE) and its associated clinical characteristics and outcomes over a long follow-up period in Saudi Arabia. Methods: We retrospectively analyzed all coronary angiography procedures performed between January 2013 and June 2023. Patients with CAE were included in the final analysis. Results: During the 10-year period, 10,397 patients underwent coronary angiography. The CAE was diagnosed in 242 patients, yielding an incidence of 2.3%. The majority were male (92.6%). The average age was 57.15 ± 11.76 years. The right coronary artery (RCA) was the most involved vessel (65.2% of all patients). The most …

Tumor Markers And Pancreatic Enzymes Reflect Early Pancreatic Dysfunction In Type 2 Diabetes, Walaa Mohammedsaeed, Suliman Alharbi, Lama Alraddadi, Saja Aljohani, Talat Almehmadi, Sarah Alawfi

Saudi Medical Journal

Objective: To evaluate whether pancreatic enzymes and tumor markers reflect early pancreatic dysfunction in patients with type 2 diabetes mellitus (T2DM). Methods: In this cross-sectional study conducted between January 2023 and January 2024, 300 Saudi adults with T2DM were assessed for serum CA19-9, CA125, amylase, and lipase. Associations with glycemic control, insulin resistance (homeostatic model assessment for insulin resistance [HOMA-IR]), and metabolic parameters were examined using multivariable linear and logistic regression adjusted for age, sex, body mass index, diabetes duration, lipid profile, and medication use. Receiver-operating characteristic analyses evaluated biomarker performance for identifying poor glycemic control (HbA1c >8.5%). Exploratory analyses …

Male Pelvic Health In Saudi Arabia: Knowledge–Practice Gap In Pelvic Floor Muscle Exercises And Implications For Preventive Physiotherapy And Health Policy, Wael A. S. Alghamdi

Saudi Medical Journal

No abstract provided.

Demographic Profiles, Clinical Characteristics, And Meteorological Context Of Heat-Related Illnesses Among Hajj Pilgrims In 2023, Ghadah Alsaleh, Majed Alsalamah, Fahad Alamri, Fatemah Alsaleh, Anas Khan

Saudi Medical Journal

Objective: To describe the demographic profiles, clinical characteristics, and meteorological context of heat-related illnesses among Hajj pilgrims in 2023.

Methods: A retrospective cross-sectional study was conducted using data from 1,129 pilgrims diagnosed with HRIs across healthcare facilities in Mecca, Mina, and Arafat. Demographic and clinical data were extracted from the Hajj Health Information System, while temperature, humidity, wind speed, and rainfall records were obtained from the National Center for Meteorology.

Results: Heat exhaustion (48.2%) and heatstroke (37.4%) were the most common diagnoses, with 24.9% of the cases requiring hospitalization. Males represented 55.4% of cases and accounted for 51.2% of …

Obesity's Role In Stroke Incidence Among Smokers: An Assessment Of Confounding, Interaction, And Mediation Effects, Saeed Awad M. Alqahtani, Moutasem Salih Aboonq

Saudi Medical Journal

Objectives: To examine the association between body mass index (BMI) category and history of stroke among current smokers, while assessing potential confounding, effect modification by age, and mediation by cardiovascular comorbidities. Methods: Data were analyzed from 53,939 current adult smokers participating in the 2021 Behavioral Risk Factor Surveillance System (BRFSS). Survey-weighted logistic regression estimated the association between BMI categories (underweight, normal, overweight, obese) and self-reported stroke history. The study assessed multicollinearity and adjusted for sociodemographic and health variables. Interaction terms were tested to evaluate effect modification by age, and exploratory decomposition analysis was used to assess mediation by conditions such …

Prevalence And Antimicrobial Susceptibility Patterns Of Nosocomial Bacteria Across Different Units At King Faisal Complex Hospital, Taif, Kingdom Of Saudi Arabia, Nahed Hawsawi, Renad N. Al-Jaiud, Layal L. Khyyat, Kholoud Alsulimany, Manhal Shabat

Saudi Medical Journal

Objectives: Nosocomial infections significantly impact patient morbidity, mortality, and healthcare costs. To determine the prevalence, bacteriological profiles, antimicrobial susceptibility patterns, and resistance distribution of pathogens causing nosocomial infections at King Faisal Medical Complex, Taif, Kingdom of Saudi Arabia. Methods: This cross-sectional study was conducted between September 2023 and March 2024 at different hospital units following ethical approval. Samples (n = 667) were collected from patients (both genders; all ages) exhibiting infection symptoms ≥ 48 h post-admission and pre-antibiotic administration. Bacterial identification involved culture, Gram staining, and biochemical tests. Antimicrobial susceptibility was tested using the Phoenix100 system. Results: Of 667 patients, …

From Early Adversity To Adult Health: Quality-Of-Life Consequences In A Mental Illness In Saudi Arabia, Rawan Saad Alghamdi, Ahmad A. Mirza, Ibrahim Fae Asiri, Fatemah Samir Alghamdi, Nawaf Abdulaziz Alharthi, Shaymaa A. Abdalal, Iman K. Ramadan

Saudi Medical Journal

Objectives: Childhood trauma (CT) is prevalent among bipolar disorder (BD) patients and exacerbates clinical outcomes, which may impact the quality of life (QoL). This study explores the prevalence of CT and its association with QoL among BD patients in Saudi Arabia. Methods: Cross-sectional study conducted among adults with BD during the euthymic phase. Sample size was estimated using a single-proportion approach (target n=141), and participants recruited by convenience sampling of eligible outpatients. CT was assessed using the Childhood Trauma Questionnaire (CTQ), and QoL using the the Brief Quality of Life in Bipolar Disorder (Brief QoL.BD). Results: The CT prevalence was …

Re-Emergence Of Pertussis In The Pediatric Population: A Tertiary Care Center's Experience, Haya S. Alshaibani, Tahir K. Hameed, Khaled H. Alsager, Mohammed A. Alshaalan, Syed F. Jamil

Saudi Medical Journal

Objectives: To describe the 2024 surge in pertussis cases in the pediatric population in a large tertiary care center in Riyadh, Saudi Arabia. Methods: A retrospective observational study was conducted on children aged 0–14 years with PCR-confirmed Bordetella pertussis infection diagnosed at a tertiary hospital in Riyadh between January and December 2024. Patients older than 14 years, with negative or indeterminate PCR results, or diagnosed outside the study period were excluded, and demographic, immunization, clinical, and outcome data were analyzed. Results: A total of 36 children were diagnosed with pertussis, with 35 (97.2%) requiring hospital admission. The median age was …

A Retrospective Cohort Study Of Uterine Cancer Epidemiological Analysis And Age-Based Disparities In Saudi Arabian Population Across 32 Years, Sallwa M. Alshehre, Mohammad A. Althubiti

Saudi Medical Journal

Objectives: To investigate the burden of uterine tumour in Saudi Arabia during the past 32 years (1990–2021), with an emphasize on the prevalence, incidence, mortality, and disability-adjusted life years (DALYs). Knowing these patterns strengthen the national aims of cancer control under Kingdom of Saudi Arabia (KSA) Vision 2030. Methods: A retrospective study was performed using data retrieved from the Global Burden of Disease (GBD) database. The work included population from Saudi Arabia between 1990 and 2021 and tested standardization age-specific metrics, involving uterine tumour incidence, prevalence, mortality, and DALYs. Results: Uterine tumour cases raised from 507 in 1990 to 6,366 …

Seroprevalence Of Hepatitis B And Hepatitis C In Patients Hospitalized In Palliative Care Service, Meryem Betos Koçak, Burcu Güler

Saudi Medical Journal

Objectives: Patients receiving palliative care often have complex comorbidities and frequent healthcare exposure, which may place them at risk for blood-borne infections such as hepatitis B virus (HBV) and hepatitis C virus (HCV). However, data on the seroprevalence and prognostic impact of these infections in palliative populations remain limited. This study aimed to determine the seroprevalence of HBV and HCV markers in patients hospitalized in a palliative care unit and to assess their association with mortality. Methods: This retrospective study conducted on 545 adult patients a tertiary palliative care unit between 2018 and 2024. Demographic characteristics, comorbidities, nutritional support, mobility, …

Artificial Intelligence In Dialysis Therapies: Applications In Hemodialysis And Peritoneal Dialysis For Managing Infectious Diseases And Complications, Waleed H. Mahallawi

Saudi Medical Journal

This narrative review synthesizes evidence from a systematic literature search (2019–2025) on artificial intelligence (AI) applications in hemodialysis and peritoneal dialysis for managing infections and complications. Dialysis patients face infection rates 100-fold higher than the general population and sepsis mortality exceeding 35%. The AI, utilizing machine learning algorithms such as XGBoost, deep neural networks, and explainable AI tools, revolutionizes care through precise diagnostics, prognostics, and therapeutics. Key models demonstrate high accuracy in predicting bloodstream infections (area under the curve [AUC] 0.914), classifying peritonitis (F1 0.93), detecting SARS-CoV-2 (AUROC 0.82), and forecasting mortality (AUC 0.979). Therapeutically, AI guides antibiotic stewardship, reducing …