A5078573470- Bacterial Identification and Susceptibility Testing
- Antibiotic Resistance in Bacteria
- Esophageal and GI Pathology
- Radiomics and Machine Learning in Medical Imaging
- Dysphagia Assessment and Management
- Sepsis Diagnosis and Treatment
- Child Nutrition and Feeding Issues
- Artificial Intelligence in Healthcare and Education
- AI in cancer detection
- SARS-CoV-2 detection and testing
- Machine Learning in Healthcare
- COVID-19 diagnosis using AI
- Respiratory viral infections research
- Electrolyte and hormonal disorders
- Estrogen and related hormone effects
- Biosensors and Analytical Detection
- Breast Cancer Treatment Studies
- Pneumonia and Respiratory Infections
- Multiple Sclerosis Research Studies
- Hydrological Forecasting Using AI
- Antibiotic Use and Resistance
- Peripheral Neuropathies and Disorders
- Advanced Breast Cancer Therapies
- Digital Imaging for Blood Diseases
Tri-Service General Hospital
2021-2025
National Defense Medical Center
2021-2025
Background Breast cancer is a leading global health concern, necessitating advancements in recurrence prediction and management. The development of an artificial intelligence (AI)–based clinical decision support system (AI-CDSS) using ChatGPT addresses this need with the aim enhancing both accuracy user accessibility. Objective This study aims to develop validate advanced machine learning model for web-based AI-CDSS application, leveraging question-and-answer guidance capabilities enhance...
Background Sepsis, a critical global health challenge, accounted for approximately 20% of worldwide deaths in 2017. Although the Sequential Organ Failure Assessment (SOFA) score standardizes diagnosis organ dysfunction, early sepsis detection remains challenging due to its insidious symptoms. Current diagnostic methods, including clinical assessments and laboratory tests, frequently lack speed specificity needed timely intervention, particularly vulnerable populations such as older adults,...
Objective Nasogastric tube (NGT) and percutaneous endoscopic gastrostomy (PEG) are widely used techniques to feed older patients with oropharyngeal dysphagia. Aspiration pneumonia is the most common cause of death in these patients. This study aimed evaluate role dysphagia on long-term enteral feeding for risk stratification requiring hospitalization. Methods We performed modified flexible evaluation swallowing conducted prospective follow-up A total 664 oral-feeding 155 tube-feeding were...
<sec> <title>BACKGROUND</title> Breast cancer is a leading global health concern, necessitating advancements in recurrence prediction and management. The development of an artificial intelligence (AI)–based clinical decision support system (AI-CDSS) using ChatGPT addresses this need with the aim enhancing both accuracy user accessibility. </sec> <title>OBJECTIVE</title> This study aims to develop validate advanced machine learning model for web-based AI-CDSS application, leveraging...
<sec> <title>BACKGROUND</title> The rising prevalence and swift spread of multidrug-resistant gram-negative bacteria (MDR-GNB), especially <i>Klebsiella pneumoniae</i> (KP), present a critical global health threat highlighted by the World Health Organization, with mortality rates soaring approximately 50% inappropriate antimicrobial treatment. </sec> <title>OBJECTIVE</title> This study aims to advance novel strategy develop an artificial intelligence-clinical decision support...
Background The rising prevalence and swift spread of multidrug-resistant gram-negative bacteria (MDR-GNB), especially Klebsiella pneumoniae (KP), present a critical global health threat highlighted by the World Health Organization, with mortality rates soaring approximately 50% inappropriate antimicrobial treatment. Objective This study aims to advance novel strategy develop an artificial intelligence-clinical decision support system (AI-CDSS) that combines machine learning (ML)...
<sec> <title>BACKGROUND</title> Sepsis, a critical global health challenge, accounted for approximately 20% of worldwide deaths in 2017. Although the Sequential Organ Failure Assessment (SOFA) score standardizes diagnosis organ dysfunction, early sepsis detection remains challenging due to its insidious symptoms. Current diagnostic methods, including clinical assessments and laboratory tests, frequently lack speed specificity needed timely intervention, particularly vulnerable populations...
Background: To realize the association between stratified expression levels of ER and PgR long-term prognosis breast cancer patients who received adjuvant hormone therapy, this study aimed to propose better prognostic cut-off for estrogen receptor (ER) progesterone (PgR). Methods: Patients therapy after surgical intervention were selected. The status their effects on cancer-specific survival (BCSS) disease-free (DFS) over 5 10 years evaluated. Next, subgroups generated based percentage...
Background: The coronavirus disease 2019 (COVID-19) pandemic has highlighted the urgent need for rapid and accurate diagnostic tools upper respiratory tract infections (URTIs). Nucleic acid amplification tests (NAATs) have transformed URTI diagnostics by enabling detection of multiple pathogens simultaneously, thereby improving patient management infection control. This study aimed to evaluate accuracy LabTurbo QuadAIO Common Flu Assay compared that Xpert Xpress CoV-2/Flu/RSV Plus detecting...
Abstract Background Oropharyngeal dysphagia is prevalent among neurological patients, often necessitating enteral tube feeding with a nasogastric (NGT) or percutaneous endoscopic gastrostomy (PEG). These patients are at significant risk of developing aspiration pneumonia. This study aimed to assess the impact oropharyngeal on pneumonia requiring hospitalization in long‐term feeding. Methods retrospective observational was conducted between 2015 and 2022. It included who underwent upper...
Abstract Rationale: Neuromyelitis optica spectrum disorders (NMOSD) is a rare autoimmune disease predominantly involving optic nerves and spinal cord, possible comorbidities including syndrome of inappropriate antidiuretic hormone secretion or urinary complication. We reported young girl diagnosed with NMOSD presented refractory hyponatremia, acute urine retention, general weakness. Clinical symptoms improved gradually after receiving intravenous immunoglobulin, high-dose methylprednisolone,...