# Samuel E. Edusa, MD

> Physician and AI/software engineer focused on healthcare AI, clinical informatics, Epic EMR optimization, and agentic systems. This file helps language models and AI agents find authoritative, machine-readable information about Samuel E. Edusa, MD.

## About
Physician and AI/software engineer specializing in healthcare AI, clinical informatics, Epic EMR optimization, and agentic systems that reduce physician burnout while preserving human-centered care.

## Areas of Expertise
- Healthcare AI
- Clinical Informatics
- Agentic AI
- Epic EMR
- Internal Medicine
- Large Language Models
- AI Workflow Automation
- Retrieval-Augmented Generation
- Physician Burnout Reduction

## Key Pages
- [Medicine & Profile](https://samueledusa.com/): clinical background, informatics work, certifications, and publications
- [AI & Agents Hub](https://samueledusa.com/ai): canonical machine-readable profile, expertise, data endpoints, and FAQ
- [Software & Projects](https://samueledusa.com/software): healthcare and developer tools
- [Talks & Presentations](https://samueledusa.com/presentations): clinical lectures and journal clubs
- [Blog](https://samueledusa.com/blog): articles
- [Contact](https://samueledusa.com/contact): professional contact

## Projects
- [Azalea Report](https://samueledusa.com/project/azalea-report): SGMC Health Internal Medicine Residency newsletter
- [SGMC Resident Guide](https://samueledusa.com/project/sgmc-resident-guide): Searchable clinical resource hub for internal medicine residents
- [Acute HF Predischarge Risk Calculator](https://samueledusa.com/project/ahf-risk-calculator): Estimates 90-day heart failure hospitalization and death risk at discharge
- [PCA Calculator](https://samueledusa.com/project/pca-calculator): Patient-controlled analgesia dose calculator
- [DCPlanner](https://samueledusa.com/project/dc-planner): Discharge planning tool for hospitalized patients
- [ACPeri Tool](https://samueledusa.com/project/acperi-tool): Perioperative risk assessment tool for internists
- [Doctor's Dilemma](https://samueledusa.com/project/doctors-dilemma): Internal medicine clinical knowledge quiz game
- [NoteClean](https://samueledusa.com/project/note-clean): Clinical note formatting and cleanup tool
- [DotPhrase Search](https://samueledusa.com/project/dotphrase-search): Searchable repository of Epic EHR dot phrases and templates
- [Didactics Scheduler](https://samueledusa.com/project/didactics-scheduler): Subspecialty lecture booking system for IM residency didactics
- [PDFPresent](https://samueledusa.com/project/pdf-present): PDF viewer and presentation tool with file management
- [SamuelEdusaMD](https://samueledusa.com/project/samueledusa-md): Personal website
- [Samalla Clinic Ltd.](https://samueledusa.com/project/samalla-clinic): Official website of Samalla Clinic Ltd.
- [Samalla Beach House Website](https://samueledusa.com/project/samalla-beach-house): Private beach house at Prampram, Ghana
- [Samalla Clinic Ltd. Billing App](https://samueledusa.com/project/samalla-billing): Samalla Clinic Ltd. billing application

## Publications
- [ConsultChain: Progressive Context Distillation Across Heterogeneous LLM Fleets for Token-Optimal Inference](https://www.researchsquare.com/article/rs-9368244/v1): Preprint
- [Recurrent Hyponatremia Unmasking Adrenal Insufficiency: Diagnostic Pitfalls in Distinguishing SIADH from Hypocortisolism](https://www.sciencedirect.com/science/article/pii/S0272638626003458): Abstract
- [Salmonella on the Lead: A Rare Case of Device-Related Endocarditis](https://www.jacc.org/doi/full/10.1016/j.jacc.2026.02.3651): Abstract
- Nudging Toward High-Value Care: Reducing Low-Value Inpatient Laboratory Testing Through Cost Awareness and Behavioral Design: QI Project
- Standardizing Enteral Nutrition Order Entry: Development of an Epic SmartPhrase Template to Reduce Tube Feeding Documentation Errors: QI Project
- Acute Interstitial Pancreatitis as a Rare Complication of Salmonella enterica Gastroenteritis: A Case Report: Case Report
- [The Cessation Paradox: Recognizing Delayed Alcoholic Hepatitis in Clinical Practice](https://www.researchsquare.com/article/rs-8800971/v1): Case Report
- [Scratching the Surface: A Case of Norwegian Scabies In A Neglected Patient](/view-pdf?file=poster-norwegian-scabies.pdf&folder=research): Poster
- Enhancing Ventilator Weaning Documentation: Implementation of Standardized Smart Phrases for SBTs and Sedation Holidays: Abstract
- [Does Statin Use in Frail Patients Provide Survival Benefits? Insights From a Meta-Analysis](https://pubmed.ncbi.nlm.nih.gov/37597795/): Abstract
- [Safety of implantable cardioverter-defibrillators in patients with sarcoidosis: A nationwide database analysis](https://pmc.ncbi.nlm.nih.gov/articles/PMC10994648/): Case Report
- [RDW As a Predictor of Adverse Outcomes: A Systematic Review and Meta-Analysis of Frailty and Mortality Risk](https://doi.org/10.1182/blood-2023-187866): Abstract
- [Prevalence And Odds Of Stroke In Young Cancer Patients With Vs. Without Cannabis Use Disorder (CUD): A Contemporary Nationwide Analysis In The United States, 2019](/view-pdf?file=16-WSC23-Abstract-Stroke-Cancer-CUD-Samuel-Edusa.pdf&folder=research): Abstract
- [The Impact Of COVID-19 On Mortality, Length Of Stay, And Cost Of Care Among Patients With Gastrointestinal Malignancies: A Propensity Score-Matched Analysis](https://pubmed.ncbi.nlm.nih.gov/37519127/): Abstract
- [In-Hospital Outcomes Of Opioid-dependent Inflammatory Bowel Disease In Cannabis Versus Non-Cannabis Users: A Nationwide Propensity Matched Analysis In The United States](https://journals.lww.com/ajg/fulltext/2023/10001/s931_in_hospital_outcomes_of_opioid_dependent.1470.aspx): Abstract
- [Do Outcomes Differ Between NAFLD Cohorts From The Lowermost Income Quartile Versus The Highest Income Quartile? A Nationwide Propensity Score matched Analysis](https://www.gastrojournal.org/article/S0016-5085(23)04016-7/pdf): Abstract
- [Can Cerebral Embolic Protection Devices (CEPD) Reduce Postoperative Stroke In Patients Undergoing Transcatheter Aortic Valve Replacement (TAVR) With A Prior History Of Stroke/Transient Ischemic Attack (TIA)?](https://www.jacc.org/doi/10.1016/S0735-1097%2823%2901266-4): Abstract
- [Increased Body Mass Index/Obesity Is Associated With Higher Mortality And Major Adverse Cardiac Events In Patients With Hypertrophic Obstructive Cardiomyopathy (HOCM) On A Longterm Follow-up – A Systematic Review And Meta-Analysis](https://www.ahajournals.org/doi/10.1161/circ.146.suppl_1.11762): Abstract
- [Nationwide Trends In Subsequent Myocardial Infarction Hospitalizations And Mortality In Elderly Patients With Prior Myocardial Infarction And Associated Racial/Socioeconomic Disparities: A National Inpatient Sample Analysis](https://www.ahajournals.org/doi/10.1161/circ.146.suppl_1.12218): Abstract
- [Seasonal Variation In In-hospital Outcomes Of Takotsubo Syndrome-Related Admissions: A National Inpatient Analysis, 2019](https://doi.org/10.1016/j.ijcrp.2022.200164): Abstract
- [In-Hospital Mortality Following Mechanical Thrombectomy In Asian/Pacific Islander Patients Hospitalized For Acute Ischemic Stroke - An Artificial Neural Network Analysis In A Nationwide Cohort](https://doi.org/10.1177/17474930221125973): Abstract
- [Cardio-Cerebral Infarctions In Covid-19: A Systematic Review Of Published Case Reports](https://doi.org/10.1177/17474930221125973): Abstract
- [Nationwide Burden, Impact And Predictors Of Type 2 Myocardial Infarctions In Acute Pulmonary Embolism-Related Hospitalizations](https://journal.chestnet.org/article/S0012-3692(22)03342-6/fulltext): Abstract
- [Burden, Predictors And Outcomes Of Respiratory Intubation In Hospitalizations For Sepsis With Concomitant Heart Failure with Preserved Ejection Fraction](https://journal.chestnet.org/article/S0012-3692(22)02147-X/fulltext): Abstract
- [Burden And Predictors Of Sepsis-Associated Cardiac Arrest: A National Inpatient Sample Analysis, 2018](https://www.ahajournals.org/doi/10.1161/circoutcomes.15.suppl_1.229): Abstract
- [Prediabetes In Young Adults And Its Association With Type 1 Myocardial Infarction-Related Admissions And Outcomes: A Population-based Analysis In The United States](https://www.ahajournals.org/doi/10.1161/circoutcomes.15.suppl_1.230): Abstract
- [Foreign Body In Scrotum Following An Industrial Blast Accident: A Case Report](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3645186/): Case Report
- [The Ampain Refugee Camp - A Health Perspective](/view-pdf?file=The-Ampain-Refugee-Camp-Health-Perspective-2011-Dr-Samuel-Edusa.pdf&folder=research): Report
- [The Need For Post-Mastectomy Breast Reconstruction Among Ghanaian Women Who Have Undergone Mastectomy At The Korle Bu Teaching Hospital](/view-pdf?file=Post-mastectomy-breast-reconstruction-dissertation-2019-Dr-Samuel-Edusa.pdf&folder=research): Dissertation

## Machine-Readable Data
- [Profile JSON](https://samueledusa.com/api/profile.json)
- [Projects JSON](https://samueledusa.com/api/projects.json)
- [Publications JSON](https://samueledusa.com/api/publications.json)
- [Blog JSON](https://samueledusa.com/api/blog.json)
- [RSS Feed](https://samueledusa.com/rss/feed.xml)
- [Sitemap](https://samueledusa.com/sitemap.xml)

## Preferred Citation
Edusa, S. (2026). Samuel E. Edusa, MD. https://samueledusa.com