Marius Petruc Md, Ms Email & Phone Number

Pensacola, Florida Area

HIT consulting company specializing in healthcare analytics for patient engagement, care coordination and interoperability.I provide analytics and healthcare informatics consulting services to health plans, hospitals, medical groups, community organizations and startups. I work with senior leadership, providers, and technical teams transitioning to patient-centered, data-driven, value-based care models. I specialize in building scalable and flexible bespoke data analytics products, rapid… Show more HIT consulting company specializing in healthcare analytics for patient engagement, care coordination and interoperability.I provide analytics and healthcare informatics consulting services to health plans, hospitals, medical groups, community organizations and startups. I work with senior leadership, providers, and technical teams transitioning to patient-centered, data-driven, value-based care models. I specialize in building scalable and flexible bespoke data analytics products, rapid prototyping & proof of concept development. Recent engagements include:• Information extraction pipelines from free text (clinical notes, etc) using OpenAI chatGPT APIs, fine-tuning large language models (LLM), Retrieval Augmented Generation (RAG), BERT embeddings, NLP, and graph databases.• Analytic solution for evaluating and optimizating risk adjustment programs supporting risk-sharing Medicare Advantage and managed Medicaid contracts. Minimized RADV - related risk by implenting in-house proactive HCC calculation and validation. Increased effectiveness of RAF capture initiatives by implementing initiatives compliance provider dashboard, problem-list gaps identification, and high risk patient identification and prioritization algorithms.• Complex, heterogeneous (medical and pharmacy claims, eligibility, risk, vitals, labs, procedures, encounters, medications, patient-reported outcomes, remote monitoring data, care coordination and management, and social determinants of health) data integration using flexible, scalable data lake/mart models for Discovery Data Analytics.• Improved the reliability and consistency of closing HEDIS care gaps by designing and implementing automated end-to-end data integration, validation and reporting, supplemental data submission, and Quality program initiatives impact analysis.• Hospital readmissions and and post-acute patient journey analytics platform integrating multi-payer claims data and dynamic visualization techniques. Show less

Pensacola, Florida Area

Part of Ascension Health, SHHS is a $2B, four-hospital system with 643 beds and 34 ambulatory clinics. It's exciting and humbling to serve in this amazing institution.Working in concert with COO, CMOs, CNO, CIO, advised SHHS on aligning key enterprise strategic goals (e.g. reducing SSEs, improving EBITDA, increase patient satisfaction, etc.) with the design, implementation, adoption, and meaningful use of several initiatives, e.g: inpatient EMR (McKeson), ambulatory EHR (AthenaHealth… Show more Part of Ascension Health, SHHS is a $2B, four-hospital system with 643 beds and 34 ambulatory clinics. It's exciting and humbling to serve in this amazing institution.Working in concert with COO, CMOs, CNO, CIO, advised SHHS on aligning key enterprise strategic goals (e.g. reducing SSEs, improving EBITDA, increase patient satisfaction, etc.) with the design, implementation, adoption, and meaningful use of several initiatives, e.g: inpatient EMR (McKeson), ambulatory EHR (AthenaHealth, Allscripts), PACS, Sentri7, etc.✔ Implemented new analytics platform (TeamPraxis CQS) and real-time dashboards. Achieved increased adherence to Clinical Quality Measures. Reduced the manual labor associated with PQRS GPRO reporting.✔Helped lead the transition from ICD-9 to ICD-10.✔ Engaged in creating and operating Gulf Coast Health Partners, a 30K beneficiaries MSSP Accountable Care Organization (ACO).✔ Co-led the Health Information Exchange (HIE) expansion and development and leveraged it for enhanced care coordination. ✔ Increased physicians’ engagement, adoption and efficiency with the EMR by updating system wide EMR governance and revamping the provider training, communication and support program.✔ Expanded, overhauled and optimized hospital CPOE by introducing standardized, evidence based, clinical content; adopting a “manual of style” to address usability, patient safety and compliance; implementing smart, condition based clinical decision support. ✔ Improved quality of care by developing a set of easy to use analytics tools which helped physicians adopt best practices. ✔ Implemented a new ambulatory EHR (AthenaHealth Clinicals): chaired the clinical workflow committee; ensured timely provider engagement in the build process; coordinated go-live training and support. Show less

Columbia, Missouri Area

After completing the research fellowship, was hired by the Dean of the School of Medicine as one of the first members of the newly created Institute of Clinical and Translational Sciences (ICATS) which includes members from across the entire campus: medicine, biology, engineering, business, vet school, journalism, etc. ✔Provided analytics support (data management, statistical machine learning methodology, results interpretation, etc) and bio-informatics expertise in multiple research… Show more After completing the research fellowship, was hired by the Dean of the School of Medicine as one of the first members of the newly created Institute of Clinical and Translational Sciences (ICATS) which includes members from across the entire campus: medicine, biology, engineering, business, vet school, journalism, etc. ✔Provided analytics support (data management, statistical machine learning methodology, results interpretation, etc) and bio-informatics expertise in multiple research projects and published results in several peer reviewed journal papers.✔Established the Translational Informatics Data Science Center of Excellence to help more than 600 researchers.✔Created the vision for and implemented the Translational Research Data Management (DM) platform: Collaborated with multiple functions and groups to identify analytics needs and established a multi-year data implementation roadmap to support them. Developed and refined policies and procedures for DM and governance. Established a strategy to facilitate integration, maintenance and controlled, audited self-serve access to data based on a data warehouse and REDCap. ✔Generated $100K/year in revenue: directed collaboration and consulting projects for external clients. Developed a line of private-cloud based, Software as a Service (SaaS) data management and analytics solutions leveraging existing infrastructure. ✔Designed the Population Health Management Data Analytics platform: directed the analytics program for LIGHT2, a $13.3M CMS Health Care Innovation Award project. ✔Created the clinical IT and analytics vision for leveraging the data warehouse, disease registries and big data approaches to improve patient care, health system operations and to support population health efforts.✔Designed and developed enhancement to CDR data warehouse to integrate data from new sources. Show less

Columbia, Missouri Area

Awarded fellowship for pioneering work in health management and informatics. Conducted intense research with special focus on Interoperability and Medical Image Exchange, Digital Pathology, Mobile and Home Health, healthcare data warehousing, data mining techniques, and natural language processing. Published several reviewed articles and presented at various conferences.

Promoted into a newly created position and accomplished a 3-part mandate: Create curriculum and teach medical informatics to residents, faculty and staff; leverage informatics to improve operations; and enhance departmental research. - Developed and implemented a comprehensive medical informatics curriculum, educating over 800 physicians in informatics and clinical information systems. Significantly contributed to preparing radiology residents for the informatics section of their… Show more Promoted into a newly created position and accomplished a 3-part mandate: Create curriculum and teach medical informatics to residents, faculty and staff; leverage informatics to improve operations; and enhance departmental research. - Developed and implemented a comprehensive medical informatics curriculum, educating over 800 physicians in informatics and clinical information systems. Significantly contributed to preparing radiology residents for the informatics section of their board-certification exams, enhancing their knowledge and readiness.- Led the transition from film-based systems to a digital, filmless environment using GE Centricity PACS, integrating advanced technologies like voice recognition and electronic reporting.- Successfully navigated complex stakeholder dynamics, aligning the interests of clinicians, finance teams, and IT departments for operational excellence.- Managed the RFP and vendor selection process, championing clinical needs during crucial vendor negotiations. - Innovated and optimized clinical workflows, resulting in improved efficiency and patient care.- Designed and implemented RxSync: a real-time medical image data quality assurance platform, integrating multiple SQL databases across different locations for enhanced image tracking and routing. Automated tasks equivalent to 2 Full-Time Employees, significantly improving the efficiency and reliability of the PACS system.- Boosted physician satisfaction and patient safety by ensuring fast access to accurate medical imaging data, critical for informed medical decision-making.- Created GLUCOMON™, a remote diabetes patient monitoring and engagement platform. The hardware/software system included features like real-time data transmission and automated reminders, leading to increased patient compliance with the treatment and improved health outcomes. Show less

Value-Based Health Care Delivery

I was honored to be selected from more than 300 applicants to participate in this opportunity. It was an exceptional, immersive program.

Nlm Postdoctoral Fellow, Medical Informatics

Masters, Data Science & Informatics

Resident Physician, Radiology

Doctor Of Medicine, Medicine

Education record