Health Information Technology Commons^™

Knowledge, Attitude, And Practice Towards Cervical Cancer Screening Among Women Aged 20 Years And Above In Mysuru, India, Sneha Manosh Kumar, Rashmi S, Amogha Shree

Digital Journal of Clinical Medicine

Background: Cervical cancer remains the fourth most common cancer among women globally and a leading cause of cancer-related mortality in India. Despite being largely preventable through screening, uptake remains suboptimal due to socio-cultural and systemic barriers.

Methods: A community-based cross-sectional study was conducted among 300 women aged ≥20 years residing in urban and rural areas of Mysuru. Data were collected using a pre-tested, semi-structured questionnaire and analyzed with SPSS version 30.

Results: Awareness of cervical cancer was reported by 90% of participants and of screening methods by 80%. However, only 21% had ever undergone screening and 17% within the preceding …

Personalised Learning In Medical Education – A Futuristic Model For Individual Learning Styles, Sujatha Mahadevarao Premnath, Ashwin Chand Ravichandran, Sivaa Rajendran

Digital Journal of Clinical Medicine

Medical education is transitioning from the traditional teacher-centred to a student-centred model, and an approach that caters to the diverse needs of the learner is necessary to meet these needs. Personalised learning is one such strategy that offers learning content based on individual profiles, learning styles, pace, and competency gaps. Here, the individual student receives content based on their preference, where the content can be created by educators leveraging technology, an adaptive learning platform, and artificial intelligence. It provides an inclusive and efficient learning platform that helps in creating more efficient medical graduates. This article explores the concept of personalized …

Knowledge, Attitude And Practice Of Artificial Intelligence Among Healthcare Professionals: An Online Cross-Sectional Survey, Nikhil R, Divya K L, Mahabaleshwar Mamadapur, Harshwardhan S Patil, Shashirekha B, Hema Sameera Pinnam, Purna Bansal

Digital Journal of Clinical Medicine

Background: Deep learning-powered Artificial Intelligence-driven assistance offers enormous potential to improve healthcare by facilitating administrative work, diagnosis, and the treatment of chronic diseases. The gap between clinical values and the day-to-day realities of primary care practice might widen if AI is not successfully incorporated.

Methods: A cross-sectional design was used to evaluate healthcare professionals' perceptions and understanding of AI within a clinical setting. The study was conducted among 456 Health care Workers from May to November 2024.

Results: Among 456 participants, 55.7% were MBBS students/interns, and 37.9% were postgraduates/professionals. More than 50% supported AI integration, and 62.3% of MBBS …

The Group Interview As A Method Of Efficient Hiring: The Experience Of A Regional Medical School Campus, Matthew Mcmillin, Peter Boedeker, Kammy Contreras, Stephen Charles

Faculty and Staff Publications

Problem: In 2020, Baylor College of Medicine (BCM) established a regional campus in Temple, Texas (BCM-T), that required recruitment of multiple foundational sciences faculty members in a limited time frame. Group in-person interviews were used to fill these roles efficiently while promoting interaction between candidates and BCM faculty. This study assesses whether interviewing foundational sciences medical educators in a group setting can efficiently fill faculty positions, reducing time and financial costs while being perceived as fair and acceptable to the candidates.

Approach: Study participants were prospective foundational sciences faculty members who interviewed for a faculty position at BCM-T in a …

Microbiome Signatures And Inflammatory Biomarkers In Culture-Negative Neonatal Sepsis, Morcos Hanna, Shixia Huang, Matthew Ross, Anaid Reyes, Dimuthu Perera, Anil Surathu, Sara Javornik Cregeen, Joseph Hagan, Mohan Pammi

Faculty and Staff Publications

Overuse of antibiotics is a concern in 'culture-negative sepsis' but it is unclear whether this is due to infection with viruses, fungi or other microbes that are not easily cultured, or whether it results from inflammatory processes. In a prospective study, we enrolled 50 preterm neonates with culture-positive sepsis (CP), culture-negative sepsis (CN), and asymptomatic preterm controls (CO). The microbiome of stool, skin, and blood, including bacterial, viral and fungal components and serum cytokine profiles were evaluated. The microbiome alpha or beta diversity did not differ between CN and CO groups. A MaAsLin analysis revealed increased relative abundances of specific …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Delusional Parasitosis With Depression, Hypertension And Migraine, Mouli Mandal, M Kishor, Mr Murali

Digital Journal of Clinical Medicine

Delusional Parasitosis (DP) , also known as Ekbom Syndrome, is a psychiatric disorder characterised by the unshakeable belief of infestation by parasites, insects or other organisms, despite the absence of objective medical evidence.
This case report presents a 49 year old female with a history of chronic headaches, progressively worsening insect crawling sensations. She was initiated on treatment and supportive psychotherapy.
This case highlights the importance of a thorough multidisciplinary approach in managing Delusional Parasitosis, emphasising the need to differentiate between primary and secondary forms, address the potential medical and psychiatric comorbidities, and implement appropriate pharmacological and psychotherapeutic interventions.

Changes In Post-Transplant Serum Testosterone Levels In Men Undergoing Lung Transplantation: A Pilot Study Using The Trinetx Research Network, Austin Thompson, Danly Omil-Lima, Jaime Abraham Perez, Erin Jesse, Mohit Khera, Kenneth Chavin, Nannan Thirumavalavan

Faculty, Staff and Students Publications

Hypogonadism is understudied in men requiring solid organ transplants, particularly among lung transplant recipients. Improvement in serum testosterone levels has been reported in kidney and liver transplantation. Using the TriNetX Research Network, we performed a retrospective cohort study to evaluate the incidence of peri-transplant hypogonadism and the natural course of serum testosterone following successful lung transplantation. Men aged ≥ 18 with a lung transplant and total testosterone drawn within one year pre- and post-transplant were included. Men with receipt of testosterone therapy were excluded. A low testosterone (< 300 ng/dL) and normal testosterone (≥300 ng/dL) cohort was created before employing descriptive and analytic statistics to investigate the incidence of peri-transplant hypogonadism and the change in serum testosterone levels following lung transplantation. In our entire cohort, lung transplantation was not associated with a significant increase in post-transplant serum testosterone (329.86 ± 162.56 ng/dL pre-transplant and 355.13 ± 216.11 ng/dL post-transplant, p = 0.483). The number of men with low testosterone decreased by 9.8% following lung transplantation but was not significant, p = 0.404. In this pilot study, no significant change in the number of hypogonadal men nor serum testosterone levels was observed among men undergoing lung transplantation.

Incidence And Clinical Profile Of Cardiovascular Abnormalities In Infants Of Diabetic Mother, Kailas Randad, Praveen Das, Akash Dnyandeo Sarkate, Qudsiya Ansari

Digital Journal of Clinical Medicine

Background: Maternal diabetes is associated with adverse pregnancy outcomes, notably congenital heart disease (CHD) in infants of diabetic mothers (IDMs). This study evaluated the prevalence and spectrum of CHDs in IDMs and the effect of maternal glycemic control.

Materials and Methods: A prospective observational study was conducted over 18 months at a tertiary care centre in Mumbai. A total of 112 IDMs were enrolled. Maternal glycemic status was assessed using HbA1c and random blood sugar. All infants underwent clinical examination, oxygen saturation measurement, and echocardiography.

Results: CHDs were identified in 26.7% of infants. The most frequent lesions …

A Rare Cause Of Severe Bleeding In Neonate: Congenital Afibrogenemia Case Report, Abdul Azeem Hulkoti, Qudsiya Ansari, Kailas Randad, Akash Dnyandeo Sarkate Dr

Digital Journal of Clinical Medicine

Background- Congenital afibrinogenemia is a rare autosomal recessive disorder characterized by the complete absence of fibrinogen, a critical factor for clot formation in the blood. This deficiency leads to significant bleeding tendencies from birth. Patients typically present with severe haemorrhagic symptoms early in the neonatal period.

Case presentation- We describe a case of a neonate presenting with umbilical bleeding diagnosed with congenital afibrinogenemia. Initial clinical manifestations included active umbilical bleeding and pallor, while hematological workup revealed a lack of detectable fibrinogen. The diagnosis was confirmed by coagulation assays and genetic testing. The infant was managed with Fresh Frozen Plasma (FFP) …

"The Growing Burden: Overweight And Obesity Prevalence And Risk Factors Among Medical College Students In Mysuru: A Cross-Sectional Study", Akansha ., Nayanabai Shabadi, Anchu R Nath, Ravipati Manogna

Digital Journal of Clinical Medicine

ABSTRACT:

Background:

The transition from adolescence to adulthood is often accompanied by significant lifestyle changes, including changes in dietary habits, physical activity levels, and stress, which can contribute to unhealthy weight gain. In India, the prevalence of overweight and obesity among youth has shown an upward trend, raising concerns about early onset of non-communicable diseases. This study aims to assess the prevalence of overweight and obesity among degree college students in Mysuru and to identify the associated socio-demographic and lifestyle factors contributing to these conditions.

Methodology:

A cross-sectional study was conducted over three months, from January to March 2025, among …

Transforming Primary Care: Innovative Post Graduate Pa Training For Real-World Solutions, Kenneth Botelho, James Ali

Lynchburg Journal of Medical Science

The ongoing crisis in primary care demands innovative and scalable strategies to prepare and retain advanced practice providers. This article introduces the Primary Care Practitioner (PCP) Program, a conceptual postgraduate training model designed for certified physician associates/assistants (PAs) who aim to serve in underserved and rural communities. The program integrates advanced clinical training, leadership development, telehealth competencies, VR-enhanced simulation, and evidence-based strategies to promote provider resilience. Rooted in systems-based thinking and real-world applicability, the PCP Program culminates in capstone projects that encourage innovation in care delivery and population health.

Aligned with national frameworks such as the HRSA Primary Care Training …

Potential Effect Of Statins As Adjuvant Anti‑Tuberculosis Agents: A Short Communication, Mehwish Hanif, Ayesha Tariq, Laiba Zahoor

Digital Journal of Clinical Medicine

Tuberculosis is a chronic pulmonary infectious disease caused by Mycobacterium tuberculosis and can affect other parts of the body such as bones, brain, and lymph nodes (extra pulmonary Tb). Statins, primarily used for hyperlipidemia, have demonstrated anti-inflammatory and immunomodulatory properties that may help prevent and manage TB. They inhibit HMG-CoA reductase, reduce cholesterol synthesis and interfere with phagocytosis crucial for TB infection. Given the rise in resistance to first-line anti-tubercular therapies, Statins have shown promise as adjunctive agents by potentially shortening treatment duration, reducing adverse effects, and improving outcomes, particularly in immunocompromised and diabetic patients. Based on these findings, Statins …

Insights On Human Papillomavirus Among Medical Students And Professionals, Fathima Thansiha, Amogha Shree, Rashmi S

Digital Journal of Clinical Medicine

Background: As per World Health Organization, in 2022, 660000 women were diagnosed with cervical cancer worldwide and 350000 women died from the disease. Sexual behaviour is the major risk factor and exposure to Human Papillomavirus has been established as a causative agent in 70-80% of the cases for development of cervical cancer. Most infections with HPV resolve spontaneously and cause no symptoms, persistent infection can cause cervical cancer in women. Effective primary (HPV vaccination) and secondary prevention approaches (screening and treating precancerous lesions) will prevent most cervical cancer cases. Thus, study was conducted with the objective of assessing the knowledge …

Implementing A Pre-Matriculation Program Targeting Self-Efficacy, Institutional Belongingness, And Metacognition, Steve Caloudas, Nital Appelbaum, Jesus Vallejo, Nadia Ismail, Andrea Stolar

Faculty and Staff Publications

Students come to medical school with diverse backgrounds and experiences. Accordingly, many schools have developed pre-matriculation programs to support students' transition into medical education, especially for those whose educational path may not have offered the same breath of opportunities as their incoming counterparts. Baylor College of Medicine established a pre-matriculation program for students from early assurance programs and non-traditional pathways to address gaps in student support and normalize help-seeking behavior. This program took place over 2 weeks and was developed with leadership and student partners. Participants included 21 students who completed baseline and post-program surveys. Results indicated that a focus …

Deconstructing The Extended Focused Assessment With Sonography In Trauma (E-Fast) As A Roadmap For Longitudinal Integration Of Point Of Care Ultrasound Education Within Undergraduate Medical Education, Cherie Tator, Maria Maldonado, Nadia Ismail, Kiyetta H Alade, Alan Riley

Faculty and Staff Publications

Point-of-care ultrasound (POCUS) has been embraced by most medical specialties, yet undergraduate medical education still has difficulty incorporating POCUS skill development and assessment. While much of the existing literature focuses on specific POCUS and/or ultrasound topics, the feasibility as well as ensuring POCUS topics are relevant to all undergraduate medical education (UME) learners are often left unaddressed. The authors outline a novel, outcomes-driven, longitudinal POCUS curriculum designed around a "deconstructed" Extended Focused Assessment with Sonography in Trauma (E-FAST) exam, which facilitated purposeful integration of POCUS and medical imaging topics into organ system-based foundational courses. Curriculum development strategies specific to POCUS …

Exploring Teacher Behaviors That Support Student Self-Regulated Learning In The Clinical Environment, Stephanie B Corliss, Emily K Vinas, Andrew D Bergemann, Jonathan A Macclements, Elizabeth A Nelson

Faculty and Staff Publications

Introduction: With rapidly evolving clinical practice and medical knowledge, future doctors must be independent lifelong learners. Self-regulated learning (SRL) represents a formalized approach to lifelong learning, involving cycles of planning, learning, assessment, and adjustment. Medical schools can create clinical environments where learners are instructed in SRL and encouraged to routinely practice using it. Clinical educators can provide guidance in SRL by co-regulating learning with students. The purpose of this study is to explore how clinical teachers co-regulate the learning process with students during clinical clerkships.

Methods: Data was analyzed from student evaluations of clinical teaching faculty and residents during clinical …

Implementing A Pre-Matriculation Program Targeting Self-Efficacy, Institutional Belongingness, And Metacognition, Steve Caloudas, Nital Appelbaum, Jesus Vallejo, Nadia Ismail, Andrea Stolar

Faculty and Staff Publications

Students come to medical school with diverse backgrounds and experiences. Accordingly, many schools have developed pre-matriculation programs to support students' transition into medical education, especially for those whose educational path may not have offered the same breath of opportunities as their incoming counterparts. Baylor College of Medicine established a pre-matriculation program for students from early assurance programs and non-traditional pathways to address gaps in student support and normalize help-seeking behavior. This program took place over 2 weeks and was developed with leadership and student partners. Participants included 21 students who completed baseline and post-program surveys. Results indicated that a focus …

Design And Assembly Of A Lightweight, Multi-Cannula Tetrode Drive For Bilateral Hippocampal And Acc Recordings, Homero Phelps, Jasmine Sidhu, Jonathan V. Trinidad, Talha Soluoku

Undergraduate Research Symposium Posters

Implants and Electrophysiology:

Electrophysiology is the study of the electrical properties of cells and tissues, neuronal implants enable high-resolution recordings of neuron action potentials and their locations in the brain.

Data gathered is key in investigating/mapping cognition and effects of neurological pathologies on regular neural systems.

Hyperdrive Model:

Previous model was restricted to two implant sites, and displayed frequent tetrode deformation

Hyperdrive was modified to support four implant sites and 16 independently movable tetrodes using 3D modeling software, while keeping its weight below 1.5 grams.

Targets:

Researchers targeted the hippocampus (CA1, CA3) and ACC, using the novel bilateral model

Gut Feeling: A Holistic Digital Tool For Managing Irritable Bowel Syndrome And Food Sensitivities, Hailey M. Olberding

Honors Program: Senior Projects (Public)

Irritable Bowel Syndrome (IBS) and food intolerances are increasingly prevalent chronic gastrointestinal (GI) conditions that significantly impair quality of life. While the low-Fermentable Oligosaccharides, Disaccharides, Monosaccharides and Polyols (FODMAP) diet has demonstrated success in symptom management, current digital tools fail to offer integrated, user-friendly platforms that holistically track contributing health factors. Gut Feeling is a mobile app (Appendix 1) and complementary website (Appendix 2) developed to fill this gap. By incorporating symptom logging, food intake tracking and complementary database, stress and sleep monitoring, and trend analysis, this platform empowers users to better understand their bodies and manage GI symptoms proactively. …

Diabetes: Non-Invasive Blood Glucose Monitoring Using Federated Learning With Biosensor Signals, Narmatha Chellamani, Saleh Ali Albelwi, Manimurugan Shanmuganathan, Palanisamy Amirthalingam, Anand Paul

School of Public Health Faculty Publications

Diabetes is a growing global health concern, affecting millions and leading to severe complications if not properly managed. The primary challenge in diabetes management is maintaining blood glucose levels (BGLs) within a safe range to prevent complications such as renal failure, cardiovascular disease, and neuropathy. Traditional methods, such as finger-prick testing, often result in low patient adherence due to discomfort, invasiveness, and inconvenience. Consequently, there is an increasing need for non-invasive techniques that provide accurate BGL measurements. Photoplethysmography (PPG), a photosensitive method that detects blood volume variations, has shown promise for non-invasive glucose monitoring. Deep neural networks (DNNs) applied to …

Study Of Proportion Of Cardiac Involvement Secondary To Dengue Infection In Pediatric Population Admitted In A Tertiary Hospital- A Prospective Cross-Sectional Study, Neha Bhongale, Qudsiya Ansari, Ravindra Chittal

Digital Journal of Clinical Medicine

Background- Dengue is one of the most important mosquito-borne illnesses worldwide. Cardiac manifestations of dengue illness can range from asymptomatic bradycardia to life-threatening myocarditis. There is an overall paucity of published Indian studies of clear demonstration of cardiac manifestations secondary to dengue in the pediatric population. Aim- To study the proportion of patients with cardiac involvement secondary to dengue viral infection in the pediatric age group based on clinical manifestations of cardiac enzymes (CKMB, Troponin I) and ECG (electrocardiography), in a tertiary center. Methodology- This study is undertaken to find out the proportion of patients with cardiac manifestations secondary to …

Words Of Advice: How To Write The Story Of A Patient For A Problem-Based Learning Session In A Healthcare Education Program, Andrew D Bergemann, Matthew Mcmillin, Miriah C Gillispie-Taylor, Gareth Gingell, R Taylor Surles, Rachel Wallace

Faculty and Staff Publications

Medical education is in the process of a pedagogical revolution. Traditional lectures are playing a progressively smaller role, with more of the content being delivered through student-centered small-group sessions. Problem-based learning (PBL) has become a centerpiece of education for many medical schools, in large part because of its focus on the learners identifying their own knowledge gaps. As junior scientists seek faculty appointments in institutions focused on healthcare education, they will find that skills in PBL are valued by the academic community. Among the necessary skills is the capability to lead efforts in PBL case writing. The cases, each of …

Unlocking Precision Using K-Means++- Improved Genetic Algorithm-Radial Basis Function Neural Network: Data-Driven Evolution Of Smart Gloves For Gesture Recognition, Liang Xiao Ding, Kuan Way Chee, Hong Lü, Anand Paul, Jeonghong Kim, Jang Myung Lee

School of Public Health Faculty Publications

Human-computer interaction technologies have been used since the 1970s but have only gained growing popularity in recent years with new design paradigms. Ongoing research and development in gesture recognition systems with broad application prospects have focused on improving accuracy and real-time performance as well as the robustness of specific machine learning algorithms against environmental conditions. This paper addresses the accuracy enhancement of a novel Fifth Dimension Technologies data-glove-based gesture recognition system using a genetic-algorithm (GA)-trained k-means++-improved radial basis function (RBF) or GK-RBF neural network. First, we analyzed and modeled the sensor distribution in the data glove and proposed joint constraints …

A Deep Sparse Capsule Network For Non-Invasive Blood Glucose Level Estimation Using A Ppg Sensor, Narmatha Chellamani, Saleh Ali Albelwi, Manimurugan Shanmuganathan, Palanisamy Amirthalingam, Emad Muteb Alharbi, Hibah Qasem Salman Alatawi, Kousalya Prabahar, Jawhara Bader Aljabri, Anand Paul

School of Public Health Faculty Publications

Diabetes, a chronic medical condition, affects millions of people worldwide and requires consistent monitoring of blood glucose levels (BGLs). Traditional invasive methods for BGL monitoring can be challenging and painful for patients. This study introduces a non-invasive, deep learning (DL)-based approach to estimate BGL using photoplethysmography (PPG) signals. Specifically, a Deep Sparse Capsule Network (DSCNet) model is proposed to provide accurate and robust BGL monitoring. The proposed model’s workflow includes data collection, preprocessing, feature extraction, and predictions. A hardware module was designed using a PPG sensor and Raspberry Pi to collect patient data. In preprocessing, a Savitzky–Golay filter and moving …

Awareness On Environmental Air Pollution Among Adults In Rural Mysuru, Rakesh M, Jesymol Joy, Sunil Kumar D

Digital Journal of Clinical Medicine

Introduction

Air pollution is a major environmental threat and one of the main cases of death among all risk factors known so far. Health effects also include preterm and low-birthweight, asthma as well as cognitive and neurological impairment basically having the potential to impact our whole body, way beyond our lungs. The proposed study focusses on to assess the awareness on air pollution and factors associated with it among adults in South Mysuru which can put a light on the preventive measures and policies to be taken by the individuals as well as the authorities.

Methodology

A Community-based cross-sectional study …

Investigating The Relationship Between The Circadian Clock, Age, And Lifestyle, Samuel Park, Amaka Eziakonwa, Amega Nguyen, Madison Payne, Erich Stahmer, Alexis Salinas, Payson Broome, Angel Oliver, Christian Mccormick, Jasmyn Brown, Julie A. Zacharias-Simpson, Jutta Ward, Deborah Bell-Pedersen

Annual Research Symposium

This poster presentation aims to understand how circadian clock strength and phase are affected by age and lifestyle. By analyzing changes in physiological rhythms, the study seeks to develop strategies for promoting healthy aging by optimizing circadian function.

Tracking The Effects Of Time Zone Shift On An Individual’S Circadian Rhythm, Amaka Eziakonwa, Erich Stahmer, Amega Nguyen, Samuel Park, Madison Payne, Alexis Salinas, Deborah Bell-Pedersen, Julie A. Zacharias-Simpson

Annual Research Symposium

This poster presentation aims to understand how a rapid time-zone change can affect an individual’s circadian rhythms. By quantifying changes in physiological rhythms, the study seeks to develop targeted therapeutic interventions to mitigate the negative effects of jetlag.

Can We Eliminate The Negative Consequences Of Circadian Desynchronization Caused By Night Shift Work By Using A Light Therapy Lamp To Simulate A Sunset?, Amega Nguyen, Madison Payne, Amaka Eziakonwa, Erich Stahmer, Alexis Salinas, Samuel Park, Julie A. Zacharias-Simpson, Deborah Bell-Pedersen

Annual Research Symposium

This poster aims to understand the relationship between desynchronosis of circadian rhythms and night-shift work and how light therapy can mitigate some of the issues of desynchronosis. This study seeks to develop therapies for disrupted circadian rhythms from night-ship works.

Circadian Rhythm And Its Impact On Balance And Physical Performance, Angel Oliver, Christian Mccormick, Eseosa Aigbe, Tanner Erwin, Ariela Khandadash, Benjamin Khavkin, Samuel Park, Jutta Ward, Deborah Bell-Pedersen

Annual Research Symposium

This study explores the relationship between circadian rhythms and human performance across three key domains: cardiovascular endurance, vestibular function, and strength. Through the review of data obtained through performance testing at two different time points along with 24-hour physiological tracking, this study attempts to find correlations between circadian function and physical performance.