1.The anesthetic management of a pediatric patient for drug-induced sleep endoscopy (DISE): A case report.
Acta Medica Philippina 2026;60(1):88-91
Drug-induced sleep endoscopy (DISE) is used for directly visualizing sites of obstruction among patients with obstructive sleep apnea (OSA). Owing to the scarcity of data, there is still no consensus on the anesthetic regimen for conducting pediatric DISE.
This paper presents a 5-year-old patient who underwent DISE using an opioid-sparing regimen with dexmedetomidine and propofol infusion.
Simultaneous dexmedetomidine and propofol infusion is a promising opioid-sparing regimen for pediatric DISE.
Human ; Male ; Child Preschool: 2-5 Yrs Old ; Endoscopy ; Propofol ; Dexmedetomidine ; Sleep Apnea, Obstructive ; Anesthetics ; Apnea ; Consensus ; Paper ; Patients ; Pharmaceutical Preparations ; Research Report ; Sleep ; Sleep Apnea Syndromes ; World Health Organization
2.Clinical profile and outcomes of patients with chronic kidney disease on chronic hemodialysis hospitalized for acute coronary syndrome in a tertiary public hospital in the Philippines.
Jerahmeel Aleson L. Mapili ; Cecileen Anne M. Tuazon ; Paul Anthony O. Alad ; John Christopher A. Pilapil ; Bianca M. Velando ; Azel Paolo T. Bondoc ; Lloyd Christopher S. Lim ; Marie Aisen Kathrina B. Cabujat-Bumanglag ; Vincent Anthony S. Tang ; Janice Jill K. Lao ; John C. Anonuevo
Acta Medica Philippina 2026;60(4):24-34
INTRODUCTION
Acute coronary syndrome (ACS) and end-stage renal disease (ESRD) are both prevalent globally. The diagnosis and management of ACS in ESRD is difficult because the interplay of cardiovascular and renal disease is complicated. The guidelines for ACS may not be applicable to the ESRD population because the trials from which these are drawn mostly excluded ESRD patients.
OBJECTIVETo determine the clinical profile and outcomes of CKD patients on dialysis admitted for ACS in the Philippine General Hospital (PGH).
METHODSWe did a retrospective cohort study and employed a retrospective review of electronic medical records among ESRD patients presenting with ACS in PGH from May 2021 to November 2023. The collected data was analyzed using univariate and bivariate statistics using PRISM software.
RESULTSA total of 48 patients with ESRD were admitted for ACS in this study – 8 with STEMI and 40 with NSTEMI. The mean age was 61 years old and 33 (68.8%) were male. Among those with STEMI, six (75%) presented with Kilip II or more. While among those with NSTEMI, 17 (42.5%) had a GRACE score >140 and 27 (67.5%) had an NSTEMI TIMI risk score >2. On average, the patients were on hemodialysis for 31 months prior to admission. The most common comorbidities were hypertension (91.7%) and heart failure (83.3%). On admission, 18 (37.5%) presented with SBP >160, 7 (14.6%) patients presented with shock, and 4 (8.3%) patients presented with cardiac arrest. 38 (79.2%) patients had anemia on admission. 21 (43.8%) patients had left ventricular hypertrophy on electrocardiogram while 34 (70.8%) patients had cardiomegaly on chest radiography. The average left ventricular ejection fraction on echocardiogram was 46% and 27 (90%) patients had segmental wall motion abnormalities. The most common angiographic finding was 3-vessel coronary artery disease seen in 50% of patients. Almost all patients received dualantiplatelet therapy, high dose statin, and beta-blocker. The mortality rate was high at 43.8% with cardiovascular causes being the most common cause of death.
CONCLUSIONThis study demonstrates the high mortality rate among patients with ESRD presenting with ACS. Our study portrays that patients with ESRD present with higher risk features including abnormalities in vital signs, laboratories, imaging, high prognostications score, and high in-hospital morbidity.
Human ; Kidney Failure, Chronic ; End-stage Renal Disease ; Acute Coronary Syndrome ; Myocardial Infarction
3.A qualitative program evaluation study on the perceived impact of health and nutrition programs among beneficiaries of a civil society organization in the Philippines.
Kim Leonard G. DELA LUNA ; Alvin Duke R. SY ; Raycha Lei Concess M. RAMA-SABANDAL, ; Carlos Bernard K. JACINTO ; Rowel C. MALIMBAN ; Bernardyn Eliza G. SALES ; Ryann A. MAROLLANO ; Alberto C. MARIN
Acta Medica Philippina 2026;60(8):23-36
BACKGROUND
Undernutrition remains a public health concern in the Philippines despite multitude of government efforts using different nutrition specific and sensitive interventions. Hence, the role civil society organizations play is important in augmenting the health and nutrition programs in the country. Community feedback is important as they are the receiving end of these programs.
OBJECTIVEThe study aimed to know the perceived impact and community insights on the implemented health and nutrition programs in the four selected sites in the Philippines.
METHODSQualitative program evaluation was used, and 50 discussants were recruited through purposive sampling. Semi-structured interview guide for focus group discussion was utilized to determine the perceived impact of the programs among the discussants, and thematic analysis was used to generate codes and themes.
RESULTSThe implemented health and nutrition programs were found to be a source of hope for the family and community and beyond basic necessities. However, there remain barriers in successful acquisition of new information such as a lack of resources and environmental influences. There are also learned opportunities such as continued support from the Civil Society Organization (CSO), and impact capacity building that are not sponsor-driven.
CONCLUSIONOverall, the participants see the health and nutrition programs as helpful for their children as these programs foster proper child rearing. The programs also empower the parents and the community through capacity building. However, there is a need to revisit implementing rules and guidelines to further maximize the benefits and resources of the programs.
Program Evaluation ; Public Health ; Play And Playthings ; Residence Characteristics ; Evaluation Studies As Topic ; Malnutrition ; Nutritional Status
4.Use of exam wrapper in internal medicine residency training in two tertiary private hospitals: A pre-experimental study.
Janice Jill K. Lao ; Erlyn A. Sana
Acta Medica Philippina 2026;60(6):51-70
BACKGROUND AND OBJECTIVE
Self-assessment and metacognition can be practiced with an exam wrapper (EW). EW is a structured, metacognitive, and self-regulated learning strategy that involves guided self-reflection on an exam already taken to improve study habits. This research describes how internal medicine (IM) residents at two tertiary private hospitals performed in written examinations using an EW. The relationship between the residents' metacognition, the exam wrapper, and exam performance was also determined.
METHODSThis study employed a pre-experimental pre- and post-test design. The EW was constructed and tested for validity and reliability. It included (1) a description of study habits, (2) accuracy in self-efficacy perception and exam score prediction, (3) perceived reasons for exam mistakes, and (4) future study plans of residents. A complete enumeration of 24 IM residents was conducted. Respondents completed the Metacognitive Awareness Inventory (MAI) at the beginning of the study. The intervention consisted of (1) residents taking Exam 1: Gastroenterology, followed by EW; (2) Exam 2: Endocrinology and EW; then (3) Exam 3: Oncology, EW, and MAI. Scores were compared using a paired t-test or analysis of variance (ANOVA). The relationships between metacognition scores, the EW, and exam performance were determined using the Pearson correlation coefficient. The level of significance was set at p < 0.05.
RESULTSThe final EW comprises 16 items, with overall indices of content validity ratio of 0.72 and item-rated content validity of 0.8. The internal consistency coefficient is 0.65 (Kuder-Richardson 20). Nineteen out of 24 residents (79.17%) completed the study. Mean exam percentage scores were 57.97%, 42%, and 51.16% for Exams 1, 2, and 3, respectively. Exam 2 differed significantly from the other two exams (p = 0 and p = 0.04). EWs for the first two exams were not significantly different and revealed: (1) top study habits included studying right before an exam and skimming the textbook; (2) 68.42% vs. 63.16% accuracy of selfefficacy perception; (3) 26.32% vs. 31.58% accuracy of grade estimation; (4) 31.58% vs. 26.32% accuracy of error analysis; (5) most errors were due to not reading about the topic, and (6) most planned to “read more." Mean MAI scores were 36.79 ± 9.10 (pretest) and 36.05 ± 9.44 (post-test) (p = 0.81). All correlations were not statistically significant.
CONCLUSIONResidents performed poorly during exams, crammed their studies, preferred low-impact learning strategies, and lacked self-reflection skills and metacognition monitoring. Time issues related to reading or studying were common. There is no significant relationship between metacognition score and exam wrapper use or exam performance in IM residency trainees.
Human ; Metacognition ; Self-control ; Self-regulation
5.A qualitative program evaluation study on the perceived impact of health and nutrition programs among beneficiaries of a civil society organization in the Philippines.
Kim Leonard G. DELA LUNA ; Alvin Duke R. SY ; Raycha Lei Concess M. RAMA-SABANDAL, ; Carlos Bernard K. JACINTO ; Rowel C. MALIMBAN ; Bernardyn Eliza G. SALES ; Ryann A. MAROLLANO ; Alberto C. MARIN
Acta Medica Philippina 2026;60(8):23-36
BACKGROUND
Undernutrition remains a public health concern in the Philippines despite multitude of government efforts using different nutrition specific and sensitive interventions. Hence, the role civil society organizations play is important in augmenting the health and nutrition programs in the country. Community feedback is important as they are the receiving end of these programs.
OBJECTIVEThe study aimed to know the perceived impact and community insights on the implemented health and nutrition programs in the four selected sites in the Philippines.
METHODSQualitative program evaluation was used, and 50 discussants were recruited through purposive sampling. Semi-structured interview guide for focus group discussion was utilized to determine the perceived impact of the programs among the discussants, and thematic analysis was used to generate codes and themes.
RESULTSThe implemented health and nutrition programs were found to be a source of hope for the family and community and beyond basic necessities. However, there remain barriers in successful acquisition of new information such as a lack of resources and environmental influences. There are also learned opportunities such as continued support from the Civil Society Organization (CSO), and impact capacity building that are not sponsor-driven.
CONCLUSIONOverall, the participants see the health and nutrition programs as helpful for their children as these programs foster proper child rearing. The programs also empower the parents and the community through capacity building. However, there is a need to revisit implementing rules and guidelines to further maximize the benefits and resources of the programs.
Program Evaluation ; Public Health ; Play And Playthings ; Residence Characteristics ; Evaluation Studies As Topic ; Malnutrition ; Nutritional Status
6.The Impact of Aerobic Training on Exercise Tolerance and Obstructive Sleep Apnoea (OSA) in Obese People
Manoranjitham R ; Ishwarya Vardhini C ; Thiruppathi A ; Deepa I ; Saraswathi K
Malaysian Journal of Medicine and Health Sciences 2026;22(No. 1):1-5
Introduction: Obstructive sleep apnoea (OSA) is characterised by recurrent pharyngeal collapses that occur five or more times per hour of sleep or more and reduce or completely block airflow for at least 10 seconds. Obesity predis-poses individuals to and potentiates OSA. Materials and methods: As a pre- and post-training activity measure, 30 obese people between the ages of 25 and 45 were asked to complete the STOP-BANG questionnaire and a 6-minute walk test. After that, they engaged in aerobic activity. Results: The scores for the six-minute walk test and the stop-bang questionnaire were 0.0005 and 0.0003, respectively with a “p” value- ≤0.001 (significant). In our investigation, the effects of aerobic exercise on exercise tolerance and obstructive sleep apnoea were significantly different. Con-clusion: Aerobic exercise is a better intervention for increasing exercise tolerance and obstructive sleep apnoea in obese patients. This intervention may be a significant contributor to cardiorespiratory fitness and can be considered a useful tool for enhancing quality of life.
7.Effects of Combined Exercise Training on Symptoms and Physical Fitness in Young Adults with Mild Long COVID
Tae Gu CHOI ; Jae Yeop KIM ; Ho Jeong MIN ; Hyun Jeong KIM ; Kanokwan BUNSAWAT ; Setor K KUNUTSOR ; Kevin S HEFFERNAN ; Sae Young JAE
The Korean Journal of Sports Medicine 2025;43(1):1-12
Purpose:
The aim of this study was to examine whether a combined exercise (EX), including aerobic, resistance, and inspiratory muscle training, reduces fatigue and dyspnea, improves physical fitness, and if increased physical fitness after exercise is associated with attenuating symptoms in young adults with mild long coronavirus disease (COVID) symptoms.
Methods:
Twenty-eight young adults (aged 23±4 years) with long COVID were randomly assigned to either the EX group (n=14), which underwent aerobic, resistance, and inspiratory muscle training three times per week for 8 weeks, or the control (CON) group (n=14). Symptoms of dyspnea and fatigue were assessed using self-report questionnaires.Cardiorespiratory fitness was directly measured during cardiopulmonary exercise testing, while muscle strength was measured by isokinetic muscle testing. These variables were measured before and after the exercise intervention.
Results:
Compared to the CON group, the EX group showed improvements in symptoms of fatigue and dyspnea, maximal oxygen consumption (VO2peak ), and peak torque, with significant interaction effects observed (p< 0.05). The EX group exhibited a mean difference of 2.9 mL/kg/min in VO2peak (95% confidence interval [CI], 1.8−4.0) and 13.0 Nm (95% CI, 6.1−19.8) in peak torque compared to the CON group (p<0.05). Improvements in VO2peak were negatively associated with attenuations in both fatigue and dyspnea after the exercise intervention (p<0.05).
Conclusion
These findings indicate that EX training can effectively alleviate symptoms and improve physical fitness in young adults with mild long COVID. Structured exercise training may serve as an effective intervention to improve the health of those with long COVID.
8.Factors Influencing Nerinetide Effect on Clinical Outcome in Patients Without Alteplase Treatment in the ESCAPE-NA1 Trial
Mayank GOYAL ; Bijoy K. MENON ; Johanna OSPEL ; Mohammed ALMEKHLAFI ; Charlotte ZERNA ; Raul NOGUEIRA ; Ryan MCTAGGART ; Andrew M. DEMCHUK ; Alexandre Y. POPPE ; Brian BUCK ; Kathy HEARD ; Manish JOSHI ; Diogo HAUSSEN ; Shawna CUTTING ; Shelagh B. COUTTS ; Daniel ROY ; Jeremy L. REMPEL ; Thalia S. FIELD ; Dar DOWLATSHAHI ; Brian van ADEL ; Richard SWARTZ ; Ruchir SHAH ; Eric SAUVAGEAU ; Volker PUETZ ; Frank L. SILVER ; Bruce CAMPBELL ; René CHAPOT ; Michael TYMIANSKI ; Michael D. HILL ;
Journal of Stroke 2025;27(1):95-101
Background:
and Purpose In the ESCAPE-NA1 (Efficacy and Safety of Nerinetide for the Treatment of Acute Ischaemic Stroke) trial, treatment with nerinetide was associated with improved outcomes in patients who did not receive intravenous alteplase. We compared the effect of nerinetide on clinical outcomes in patients without concurrent intravenous alteplase treatment within different patient subgroups.
Methods:
ESCAPE-NA1 was a multicenter randomized trial in which acute stroke patients with baseline Alberta Stroke Program Early CT Score (ASPECTS) >4 undergoing endovascular treatment (EVT) were randomized to intravenous nerinetide or placebo. The primary outcome was independence (modified Rankin Scale [mRS] score 0–2) at 90 days. We assessed baseline, clinical, and imaging variables as predictors of outcome and for evidence of treatment effect modification. We constructed two multivariable models using variables known prior to randomization and variables known immediately post-EVT procedure to provide adjusted estimates of effect. We assessed for evidence of treatment effect modification using multiplicative interaction terms within each model.
Results:
Four hundred forty-six patients were included in the analysis. Clinical outcomes were better in patients randomized to the nerinetide arm (mRS 0–2: 59.4% vs. 49.8%). There was possible treatment effect modification by ASPECTS score; patients with ASPECTS 8–10 showed a larger treatment effect compared to those with lower ASPECTS score. Younger age, lower NIHSS score, lower baseline serum glucose, absence of atrial fibrillation at baseline, higher ASPECTS score, middle cerebral artery (vs. internal carotid artery) occlusion, use of conscious or no sedation (vs. general anesthesia), and faster treatment were all predictors of favorable outcome.
Conclusion
Patients in the nerinetide arm who were not treated with concurrent alteplase showed improved clinical outcomes and the treatment effect was larger among patients with favorable ASPECTS profiles.
9.Developing an Explainable Artificial Intelligence System for the Mobile-Based Diagnosis of Febrile Diseases Using Random Forest, LIME, and GPT
Kingsley F. ATTAI ; Constance AMANNAH ; Moses EKPENYONG ; Daniel E. ASUQUO ; Oryina K. AKPUTU ; Okure U. OBOT ; Peterben C. AJUGA ; Jeremiah C. OBI ; Omosivie MADUKA ; Christie AKWAOWO ; Faith-Michael UZOKA
Healthcare Informatics Research 2025;31(2):125-135
Objectives:
This study proposes a mobile-based explainable artificial intelligence (XAI) platform designed for diagnosing febrile illnesses.
Methods:
We integrated the interpretability offered by local interpretable model-agnostic explanations (LIME) and the explainability provided by generative pre-trained transformers (GPT) to bridge the gap in understanding and trust often created by machine learning models in critical healthcare decision-making. The developed system employed random forest for disease diagnosis, LIME for interpretation of the results, and GPT-3.5 for generating explanations in easy-to-understand language.
Results:
Our model demonstrated robust performance in detecting malaria, achieving precision, recall, and F1-scores of 85%, 91%, and 88%, respectively. It performed moderately well in detecting urinary tract and respiratory tract infections, with precision, recall, and F1-scores of 80%, 65%, and 72%, and 77%, 68%, and 72%, respectively, maintaining an effective balance between sensitivity and specificity. However, the model exhibited limitations in detecting typhoid fever and human immunodeficiency virus/acquired immune deficiency syndrome, achieving lower precision, recall, and F1-scores of 69%, 53%, and 60%, and 75%, 39%, and 51%, respectively. These results indicate missed true-positive cases, necessitating further model fine-tuning. LIME and GPT-3.5 were integrated to enhance transparency and provide natural language explanations, thereby aiding decision-making and improving user comprehension of the diagnoses.
Conclusions
The LIME plots revealed key symptoms influencing the diagnoses, with bitter taste in the mouth and fever showing the highest negative influence on predictions, and GPT-3.5 provided natural language explanations that increased the reliability and trustworthiness of the system, promoting improved patient outcomes and reducing the healthcare burden.
10.Interactive Engagement with Self-Paced Learning Content in a Didactic Course
Nazlee SHARMIN ; Shahram HOUSHYAR ; Thomas R. STEVENSON ; Ava K. CHOW
Healthcare Informatics Research 2025;31(1):96-106
Objectives:
A growing number of health professional institutions around the world are embracing innovative technologies to increase student engagement, primarily to improve clinical and simulated learning experiences. Didactic learning is an essential component of dental and medical curricula. However, limited research is available regarding the implementation of technology-infused teaching in classroom settings. We developed self-paced interactive learning content using the HTML5 Package (H5P) to promote student engagement in a didactic course within a dental hygiene program.
Methods:
A total of 52 interactive artifacts were created and administered to students as supplementary learning material. A descriptive study was conducted to explore student perceptions and engagement with the H5P content, as well as to evaluate the impact of these artifacts on academic performance.
Results:
Students performed significantly better on exam questions associated with interactive H5P content posted in the learning management system compared to other questions. Most students were highly engaged with the H5P content during the week leading up to each summative assessment. However, two of the three students with the highest course grades demonstrated consistent engagement with this content throughout the course.
Conclusions
Our results highlight the effectiveness of interactive content created using the H5P platform in fostering student engagement. The development of self-paced interactive materials may benefit various aspects of didactic teaching, including both synchronous and asynchronous online learning.


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