Diagnostics for Infectious Disease: Utility of AI in Lab Management, Testing, Clinical Decision Support, and Analysis
Improving Clinical Outcomes through Novel Technologies
8/25/2026 - August 26, 2026 ALL TIMES EDT
At the 18th annual Diagnostics for Infectious Disease conference, industry leaders will explore how AI can enhance lab management, streamline testing workflows, support clinical decision-making, and improve data analysis across hospitals, labs, and public health settings. Participants will examine AI-enabled tools for optimizing laboratory operations, accelerating pathogen detection, and enhancing multiplex testing. Sessions will also highlight the use of predictive analytics for outbreak surveillance, variant detection, and clinical guidance. The program brings together laboratorians, clinicians, diagnostics developers, and policymakers to collaboratively address opportunities to leverage AI to improve the speed, accuracy, and impact of testing while navigating the complexities of modern clinical and public-health laboratories.

Tuesday, August 25

PLENARY SESSION

PLENARY KEYNOTE PRESENTATION:
Outlook for IVDs

Photo of Courtney H. Lias, PhD, Director, OHT7: Office of in vitro Diagnostic Devices, United States Food and Drug Administration (FDA) , Director , Office of In Vitro Diagnostic Devices , FDA CDER
Courtney H. Lias, PhD, Director, OHT7: Office of in vitro Diagnostic Devices, United States Food and Drug Administration (FDA) , Director , Office of In Vitro Diagnostic Devices , FDA CDER

Panel Moderator:

PLENARY FIRESIDE CHAT:
Regulatory Outlook for Diagnostics

Photo of Brian P. Carey, JD, Partner, Hogan Lovells US LLP , Partner , Hogan Lovells US LLP
Brian P. Carey, JD, Partner, Hogan Lovells US LLP , Partner , Hogan Lovells US LLP

Panelists:

Photo of Courtney H. Lias, PhD, Director, OHT7: Office of in vitro Diagnostic Devices, United States Food and Drug Administration (FDA) , Director , Office of In Vitro Diagnostic Devices , FDA CDER
Courtney H. Lias, PhD, Director, OHT7: Office of in vitro Diagnostic Devices, United States Food and Drug Administration (FDA) , Director , Office of In Vitro Diagnostic Devices , FDA CDER
Photo of Jai Pandey, PhD, Head, Global Device Regulatory IVD/CDx and Digital Health, Sanofi , Global Device Regulatory Head for IVD and Digital Health , Global Device Regulatory for IVD/CDx and Digital Health , Sanofi
Jai Pandey, PhD, Head, Global Device Regulatory IVD/CDx and Digital Health, Sanofi , Global Device Regulatory Head for IVD and Digital Health , Global Device Regulatory for IVD/CDx and Digital Health , Sanofi
Photo of Zach Rothstein, JD, Executive Director, AdvaMedDx , Executive Director, AdvaMedDx , Technology & Regulatory Affairs , AdvaMedDx
Zach Rothstein, JD, Executive Director, AdvaMedDx , Executive Director, AdvaMedDx , Technology & Regulatory Affairs , AdvaMedDx
Photo of Sheila D. Walcoff, JD, Founding Principal & CEO, Goldbug Strategies LLC , Founding Principal & CEO , Goldbug Strategies LLC
Sheila D. Walcoff, JD, Founding Principal & CEO, Goldbug Strategies LLC , Founding Principal & CEO , Goldbug Strategies LLC

Panel Moderator:

PLENARY FIRESIDE CHAT:
Business of Diagnostics and Future Outlook

Photo of Phillips Kuhl, Founder & Chairman, Cambridge Healthtech Institute , President , Cambridge Healthtech Institute
Phillips Kuhl, Founder & Chairman, Cambridge Healthtech Institute , President , Cambridge Healthtech Institute

Panelists:

Photo of Christine C. Ginocchio, PhD, MT(ASCP), CMO, Qiagen , CMO , Qiagen
Christine C. Ginocchio, PhD, MT(ASCP), CMO, Qiagen , CMO , Qiagen
Photo of Taylor Jensen, PhD, Vice President, Head of Science, Oncology, Labcorp , VP & Head , Oncology Science , LabCorp
Taylor Jensen, PhD, Vice President, Head of Science, Oncology, Labcorp , VP & Head , Oncology Science , LabCorp
Photo of Ipsita G. Smolinski, MBA, Managing Director, Capitol Street; Faculty, Georgetown University , Managing Dir , Capitol Street
Ipsita G. Smolinski, MBA, Managing Director, Capitol Street; Faculty, Georgetown University , Managing Dir , Capitol Street

Luncheon Presentations

Organizer's Welcome Remarks

BRINGING INFECTIOUS DISEASE TESTING CLOSER TO PATIENTS

Access, Accuracy, and Speed: Rethinking Infectious Disease Testing for Decentralized Care

Photo of Shaunak Roy, PhD, Senior Vice President, Research and Development, Visby Medical , Senior Vice President R&D , Research and Development , Visby Medical
Shaunak Roy, PhD, Senior Vice President, Research and Development, Visby Medical , Senior Vice President R&D , Research and Development , Visby Medical

Centralized laboratory testing creates critical delays in infectious disease management, resulting in patient attrition and untreated infections. To address this, Visby Medical engineered true PCR into a single-use, instrument-free platform. This presentation outlines our commercial shift toward decentralized consumer care, detailing the first FDA-authorized at-home PCR for sexual health and our integrated “test-to-treat” telehealth ecosystem. We also highlight consumer adoption metrics and our pipeline targeting respiratory pathogens and antimicrobial resistance.

The Transformation of Rural Health and the Role of Diagnostics

Photo of Ken Bahk, PhD, CEO, Lakewood Holdings , CEO , HEI Partners
Ken Bahk, PhD, CEO, Lakewood Holdings , CEO , HEI Partners

The Transformation of Rural Health and the Role of Diagnostics Rural healthcare systems face unique challenges—from limited specialist access to higher disease burdens. With new federal momentum through the $50 billion Rural Health Transformation Program, the landscape is shifting. This session explores how advances in AI-enabled lab management, point-of-care testing, and clinical decision support are reshaping diagnostics in underserved communities—improving early detection, informing clinical decisions, and driving more equitable outcomes across rural America.

Refreshment Break in the Exhibit Hall with Poster Viewing

Evaluating HPV and STI Self-Collection: Laboratory Insights and the Evolution toward Home-Based Screening

Photo of Meghan W. Starolis, MS, PhD, HCLD(ABB), Senior Science Director, Infectious Disease, Quest Diagnostics , Senior Science Director , Infectious Disease , Quest Diagnostics Nichols Institute
Meghan W. Starolis, MS, PhD, HCLD(ABB), Senior Science Director, Infectious Disease, Quest Diagnostics , Senior Science Director , Infectious Disease , Quest Diagnostics Nichols Institute

This session will explore how self-collected specimens are transforming sexual health testing and screening for cervical cancer. The talk reviews laboratory validation and regulatory requirements, workflow considerations, and performance of self-collection for HPV and other STIs. It highlights evidence supporting accuracy, patient acceptability, and expanded access, while discussing operational challenges and quality assurance as collection shifts from clinic-based toward scalable, reliable home-based screening models.

Integration of AI for Results Interpretation and Clinical Decision Support at the Point-of-Care

Photo of Chadd Kraus, DO, DrPH, CPE, FACEP, Vice Chair, Research, Department of Emergency and Hospital Medicine, Lehigh Valley Health Network , Vice Chair, Research , Emergency and Hospital Medicine , Lehigh Valley Health Network
Chadd Kraus, DO, DrPH, CPE, FACEP, Vice Chair, Research, Department of Emergency and Hospital Medicine, Lehigh Valley Health Network , Vice Chair, Research , Emergency and Hospital Medicine , Lehigh Valley Health Network

INTERACTIVE DISCUSSIONS

Interactive Discussions (IN-PERSON ONLY)

Interactive Discussions are informal, moderated discussions, allowing participants to exchange ideas and experiences and develop future collaborations around a focused topic. Each discussion will be led by a facilitator who keeps the discussion on track and the group engaged. To get the most out of this format, please come prepared to share examples from your work, be a part of a collective, problem-solving session, and participate in active idea sharing. Please visit the Interactive Discussions page on the conference website for a complete listing of topics and descriptions.

Presentation to be Announced

Close of Day

Wednesday, August 26

Registration and Morning Coffee

EMERGING TECHNOLOGIES AND AI IN INFECTIOUS-DISEASE TESTING

Chairperson's Remarks

Jennifer Dien Bard, PhD, D(ABMM), Director, Microbiology and Virology, Children’s Hospital Los Angeles; Professor, Pathology and Laboratory Medicine, Keck School of Medicine, University of Southern California , Dir Clinical Microbiology Lab , Pathology & Laboratory Medicine , Childrens Hospital Los Angeles

Behold Prometheus: AI and Infectious Disease Diagnostics

Photo of Ramy Arnaout, MD, DPhil, FCAP, FASCP, Associate Director, Clinical Microbiology Laboratories; Associate Professor, Department of Pathology Faculty, Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center Faculty, Department of Systems Biology, Harvard Medical School , Associate Director, Clinical Microbiology , Beth Israel Deaconess Medical Center
Ramy Arnaout, MD, DPhil, FCAP, FASCP, Associate Director, Clinical Microbiology Laboratories; Associate Professor, Department of Pathology Faculty, Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center Faculty, Department of Systems Biology, Harvard Medical School , Associate Director, Clinical Microbiology , Beth Israel Deaconess Medical Center

In Greek myth, Prometheus gave us fire, transforming our capabilities---for good and for ill. In infectious‑disease diagnostics, AI can transform both testing/interpretation and laboratory management for sepsis/AST, respiratory infections, STIs, malaria, MTB, and more. New language and vision models, together with new ways to leverage them, arrive as stakeholders are re‑imagining multiple aspects of healthcare to expedite delivery and broaden access. This keynote will survey the emerging AI landscape for infectious‑disease diagnostics and AI’s promise and challenges.

CRISPR-Cas12a Assay for Tuberculosis Detection

Photo of Zhen Huang, PhD, Assistant Professor, John W. Deming Department of Medicine, Center for Cellular and Molecular Diagnostics, Tulane University School of Medicine , Assistant Professor , John W. Deming Department of Medicine, Center for Cellular and Molecular Diagnostics , Tulane University School of Medicine
Zhen Huang, PhD, Assistant Professor, John W. Deming Department of Medicine, Center for Cellular and Molecular Diagnostics, Tulane University School of Medicine , Assistant Professor , John W. Deming Department of Medicine, Center for Cellular and Molecular Diagnostics , Tulane University School of Medicine

CRISPR-based diagnostics are maturing rapidly and have the potential to transform disease diagnosis, particularly for infectious diseases. However, key barriers continue to impede clinical translation. Here, we introduce original mechanisms, including asymmetrical CRISPR, temperature-programmed CRISPR, and chemically proximate-induced CRISPR, that address major challenges in integration, scalability, and the detection of non-nucleic-acid targets. Together, these advances enable a versatile CRISPR platform for applications ranging from emergency responses to established and emerging infections. to therapeutic drug-monitoring, plant hormone detection, and the evaluation of microbial metabolic activity.

Utilizing AI-Driven Bioinformatics to Balance Innovation and Patient Safety in Clinical Microbiology

Photo of David C. Gaston, MD, PhD, Assistant Professor, Department of Pathology, Microbiology, and Immunology, Medical Director, Molecular Infectious Diseases Laboratory (MIDL), Vanderbilt University Medical Center , Medical Director, Molecular Infectious Disease Laboratory , Vanderbilt University Medical Center
David C. Gaston, MD, PhD, Assistant Professor, Department of Pathology, Microbiology, and Immunology, Medical Director, Molecular Infectious Diseases Laboratory (MIDL), Vanderbilt University Medical Center , Medical Director, Molecular Infectious Disease Laboratory , Vanderbilt University Medical Center

What principles can guide the application of AI to the challenges faced by clinical microbiology laboratory leaders? These technologies present transformative opportunities, yet implementation in next-generation sequencing (NGS) post-analysis poses significant challenges. This session examines the pitfalls and promises of AI-driven bioinformatics, addressing current capabilities, laboratory needs, and regulatory considerations while highlighting how AI can support in-house solutions and enhance workflows for infectious disease diagnostics.

Networking Coffee Break

Impact of a Deep-Learning Sepsis Prediction Model on Quality of Care and Survival

Photo of Gabriel Wardi, MD, MPH, FACEP, Associate Professor, Chief, Division of Critical Care Department of Emergency Medicine Division of Pulmonary Critical Care and Sleep Medicine, UC San Diego , Associate Professor, Chief , Division of Critical Care Department of Emergency Medicine Division of Pulmonary Critical Care and Sleep Medicine , UC San Diego
Gabriel Wardi, MD, MPH, FACEP, Associate Professor, Chief, Division of Critical Care Department of Emergency Medicine Division of Pulmonary Critical Care and Sleep Medicine, UC San Diego , Associate Professor, Chief , Division of Critical Care Department of Emergency Medicine Division of Pulmonary Critical Care and Sleep Medicine , UC San Diego

In this presentation, the speaker will examine how emerging artificial intelligence technologies are redefining sepsis identification, refining risk stratification, and supporting clinical decision-making across acute and critical care settings. The session will focus on real-world applications of machine learning and large language models, emphasizing how these tools can complement clinician expertise, promote earlier intervention, and advance quality improvement efforts in high-acuity environments.

From Code to Bench: Practical Applications of AI-Guided Scripting for Infectious Disease Diagnostics

Photo of Lucas J. Osborn, PhD, D(ABMM), Director of Microbiology, Keck Medical Center of USC; Assistant Professor, Clinical Pathology, Keck School of Medicine, USC , Director of Microbiology , Keck Medical Center of USC
Lucas J. Osborn, PhD, D(ABMM), Director of Microbiology, Keck Medical Center of USC; Assistant Professor, Clinical Pathology, Keck School of Medicine, USC , Director of Microbiology , Keck Medical Center of USC

This session will introduce practical applications of AI-assisted script development in the clinical laboratory, including data parsing, workflow automation, and NGS pipeline construction. Real-world use cases will highlight how laboratorians can leverage large language models to rapidly prototype, validate, and deploy scripts. Emphasis is placed on empowering users without any prior coding experience to develop operational tools that improve efficiency and support innovation in high-complexity microbiology laboratories.

Panel Moderator:

PANEL DISCUSSION:
Point-Counterpoint Debate: Should AI Be Applied to Infectious Disease Testing?

Photo of Susan Butler-Wu, PhD, D(ABMM), SM(ASCP), Associate Professor of Clinical Pathology, Keck School of Medicine of USC; Director, Clinical Microbiology Laboratory, LAC+USC Medical Center , Assoc Prof & Dir Medical Microbiology , Clinical Pathology , Univ of Southern California
Susan Butler-Wu, PhD, D(ABMM), SM(ASCP), Associate Professor of Clinical Pathology, Keck School of Medicine of USC; Director, Clinical Microbiology Laboratory, LAC+USC Medical Center , Assoc Prof & Dir Medical Microbiology , Clinical Pathology , Univ of Southern California

This debate examines the role of AI in transforming infectious disease diagnostics. Participants will explore whether AI enhances diagnostic precision or introduces risks to clinical validity and pandemic preparedness in an increasingly complex microbial landscape.

Session Break

OPPORTUNITIES AND CHALLENGES IN RAPID ASTs

Chairperson's Remarks

Nathan Ledeboer, PhD, Professor and Vice Chair, Pathology; Medical Director, Medical College of Wisconsin , Prof & Vice Chair , Pathology & Lab Medicine , Medical College of Wisconsin

Rapid AST in Infectious Disease Care: Clinical Imperatives, Technology Landscape, and Real-World Trade-Offs

Photo of Sarah Turbett, MD, Associate Professor of Pathology, Harvard Medical School; Associate Director, Clinical Microbiology Laboratory, Massachusetts General Hospital , Assistant Professor of Pathology and Medicine, Harvard Medical School; Associate Director, Clinical Microbiology Laboratories, Massachusetts General Hospital; Medical Director for Antimicrobial Stewardship, Mass General Brigham , Massachusetts General Hospital, Mass General Brigham, Harvard Medical School
Sarah Turbett, MD, Associate Professor of Pathology, Harvard Medical School; Associate Director, Clinical Microbiology Laboratory, Massachusetts General Hospital , Assistant Professor of Pathology and Medicine, Harvard Medical School; Associate Director, Clinical Microbiology Laboratories, Massachusetts General Hospital; Medical Director for Antimicrobial Stewardship, Mass General Brigham , Massachusetts General Hospital, Mass General Brigham, Harvard Medical School

This presentation will outline the clinical urgency driving the need for rapid antimicrobial susceptibility testing (AST), emphasizing its role in improving patient outcomes and antimicrobial stewardship. It will examine key challenges in current practice and provide an overview of the evolving rapid AST landscape, including genotypic and phenotypic approaches. Finally, it will highlight emerging technologies and the critical trade-offs between speed, accuracy, and clinical utility in real-world infectious disease management. 

  • Identify clinical scenarios where rapid AST provides the greatest impact.
  • Evaluate trade-offs between speed, accuracy, and clinical utility across genotypic and phenotypic approaches.
  • Assess key barriers to clinical adoption.​

NGS Approaches to Rapid ASTs

Photo of Patricia Simner, PhD, D(ABMM), Professor, Pathology, Director, Bacteriology, Division of Medical Microbiology, Johns Hopkins University School of Medicine , Professor , Pathology , Johns Hopkins Univ
Patricia Simner, PhD, D(ABMM), Professor, Pathology, Director, Bacteriology, Division of Medical Microbiology, Johns Hopkins University School of Medicine , Professor , Pathology , Johns Hopkins Univ

This session examines the evolving role of next-generation sequencing (NGS) in accelerating antimicrobial susceptibility testing (AST). We will discuss the transition from isolate-based sequencing to direct-from-specimen molecular approaches that aim to bypass traditional culture timelines. The presentation will explore the current state of genotypic resistance prediction, the integration of rapid sequencing workflows into the clinical lab, and the ongoing challenges of aligning molecular findings with phenotypic gold standards to improve patient management.

Panel Moderator:

PANEL DISCUSSION:
Emerging Opportunities and Challenges in Rapid ASTs

Photo of Nathan Ledeboer, PhD, Professor and Vice Chair, Pathology; Medical Director, Medical College of Wisconsin , Prof & Vice Chair , Pathology & Lab Medicine , Medical College of Wisconsin
Nathan Ledeboer, PhD, Professor and Vice Chair, Pathology; Medical Director, Medical College of Wisconsin , Prof & Vice Chair , Pathology & Lab Medicine , Medical College of Wisconsin

Panelists:

Photo of Patricia Simner, PhD, D(ABMM), Professor, Pathology, Director, Bacteriology, Division of Medical Microbiology, Johns Hopkins University School of Medicine , Professor , Pathology , Johns Hopkins Univ
Patricia Simner, PhD, D(ABMM), Professor, Pathology, Director, Bacteriology, Division of Medical Microbiology, Johns Hopkins University School of Medicine , Professor , Pathology , Johns Hopkins Univ
Photo of Sarah Turbett, MD, Associate Professor of Pathology, Harvard Medical School; Associate Director, Clinical Microbiology Laboratory, Massachusetts General Hospital , Assistant Professor of Pathology and Medicine, Harvard Medical School; Associate Director, Clinical Microbiology Laboratories, Massachusetts General Hospital; Medical Director for Antimicrobial Stewardship, Mass General Brigham , Massachusetts General Hospital, Mass General Brigham, Harvard Medical School
Sarah Turbett, MD, Associate Professor of Pathology, Harvard Medical School; Associate Director, Clinical Microbiology Laboratory, Massachusetts General Hospital , Assistant Professor of Pathology and Medicine, Harvard Medical School; Associate Director, Clinical Microbiology Laboratories, Massachusetts General Hospital; Medical Director for Antimicrobial Stewardship, Mass General Brigham , Massachusetts General Hospital, Mass General Brigham, Harvard Medical School

Close of Summit


For more details on the conference, please contact:

Iris Goldman

Conference Producer

Cambridge Healthtech Institute

Email: igoldman@healthtech.com

 

For sponsorship information, please contact:

Jon Stroup

Lead Business Development Manager

Cambridge Healthtech Institute

Phone: (+1) 781-972-5483

Email: jons@healthtech.com


final-agenda

2026 Conference Programs