PANDA™ by Vanquish Cancer
Cancer Intelligence Platform
for Endoscopy and Oncology
From Real-Time Procedural Guidance to Longitudinal Cancer Management
PANDA stands for Pan-Cancer Dx Applications, where Dx means D/etection, D/ecision support, and D/iagnostics. PANDA combines endoscopic ultrasound, imaging, pathology, laboratory data, and clinical history to support cancer detection, diagnosis, treatment planning, surveillance, and clinical research.
Clinical Research Intelligence
Tumor Board Decision Support
Longitudinal Patient Monitoring
AI-Assisted Biopsy Targeting
Real-Time EUS Guidance
Pan-Cancer Dx Applications
From Real-Time Guidance to Longitudinal Cancer Intelligence
Cancer care requires more than isolated procedures and disconnected data. PANDA combines real-time procedural guidance, multimodal clinical information, and longitudinal patient monitoring within a single platform.
By integrating EUS, imaging, pathology, laboratory results, and clinical history, PANDA supports clinicians across detection, decision support, diagnostics, surveillance, treatment planning, and clinical research.
Visually Reinforce :
Decision Support
Detection
Diagnostics
Longitudinal Monitoring
Research
Visually Reinforce :
Decision Support
Detection
Diagnostics
Longitudinal Monitoring
Research
Real-Time Procedure Guidance
AI-assisted navigation, lesion characterization, and biopsy targeting during EUS procedures.
Longitudinal Patient Monitoring
Track disease progression, treatment response, imaging findings, pathology results, and clinical outcomes over time.
Clinical Research Intelligence
Support cohort identification, response evaluation, biomarker discovery, and oncology research workflows.
Built for Endoscopy and Oncology
Unlike imaging-only AI solutions, PANDA combines endoscopic video, EUS imaging, pathology, laboratory data, and clinical context within a unified oncology intelligence platform.
Developed in collaboration with Orlando Health and the University of Central Florida to support real-world clinical and research workflows.
Procedure Intelligence
Real-time landmark recognition, anatomical context, and procedural guidance designed to support thorough and consistent examinations.
AI-Assisted Biopsy Guidance
AI-enhanced lesion characterization and targeting tools designed to help identify viable tissue and optimize sampling decisions.
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Risk Stratification
Objective assessment of lesion and cyst characteristics to support evidence-based surveillance and management decisions.
Workflow Integration
Designed to fit naturally within existing endoscopy workflows while minimizing distractions and reducing cognitive burden.
For Oncologists
Multimodal Intelligence for Oncology Care and Tumor Boards
Cancer care decisions require a comprehensive view across procedures, imaging, pathology, laboratory results, treatment history, and clinical outcomes. PANDA brings these data sources together into a unified platform that supports treatment planning, surveillance, multidisciplinary review, and clinical decision-making.
Longitudinal Disease Intelligence
Track disease progression, treatment response, imaging findings, pathology results, biomarkers, and clinical outcomes across the patient journey.
Treatment Response Assessment
Support evaluation of treatment effectiveness through multimodal analysis of clinical, imaging, and pathology data over time.
Unified Case Management
Combine imaging, pathology, laboratory results, procedure findings, and clinical history into a single view for tumor board review and care planning.
Explainable Clinical AI
Provide transparent insights with visibility into the underlying clinical factors, biomarkers, and data elements contributing to risk assessments and recommendations.
Enterprise Deployment
Built for Cancer Centers, Health Systems, and Oncology Networks
PANDA is designed to support deployment across academic medical centers, integrated health systems, community oncology networks, and specialty cancer programs. The platform enables consistent clinical intelligence, multidisciplinary collaboration, and longitudinal patient management across distributed care environments.
Community Hospitals and Specialty Clinics
Capture EUS findings, imaging, pathology, laboratory results, and clinical data at the point of care while maintaining standardized workflows and data continuity.
Cancer Centers and Academic Medical Centers
Support multidisciplinary review, advanced analytics, tumor board workflows, clinical research, and specialist oversight through a centralized platform.
Integrated Oncology Networks
Enable coordinated care, referral management, shared clinical intelligence, and longitudinal patient tracking across multiple sites and providers.
Partner With Vanquish Cancer
For Endoscopists
AI-Powered Decision Support for Advanced Endoscopy
PANDA is designed to support endoscopists during complex EUS procedures through real-time procedural intelligence, lesion characterization, biopsy guidance, and risk assessment. The platform integrates directly into clinical workflows to help improve diagnostic confidence, procedural consistency, and patient management.