Products

PhysCade System
PhysCade, Inc.
Cardiology AI
PhysCade System is an AI-driven software and hardware platform for analyzing and visualizing intra-cardiac electrophysiological data, assisting physicians in managing heart rhythm disorders and making informed clinical decisions during electrophysiology procedures.

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About PhysCade

PhysCade is a healthcare AI company that has developed a specialized AI-driven software and hardware platform. This system is designed to analyze and visualize intra-cardiac electrophysiological data collected during heart rhythm studies.

The PhysCade System assists clinicians by providing detailed maps that identify early activation sites and other features of interest within the heart during arrhythmia procedures. This technology aims to empower physicians with more informed clinical decisions during electrophysiology procedures, ultimately improving patient care for individuals with heart rhythm disorders.

The system is intended for the analysis, display, and storage of cardiac electrophysiological data and maps for physician review. It functions as an AI-enabled diagnostic tool that post-processes electrograms from compatible multi-electrode cardiac catheters during mapping procedures, delivering outputs such as earliest activation sites, activation times, voltage, and signal quality via proprietary software on a computer workstation.

Focus Areas

Cardiac electrophysiology heart rhythm disorders arrhythmia procedures AI-enabled diagnostic tools electrogram analysis medical decision support

Business Intelligence

Key InvestorsHHS, Lotus Capital Ventures, Red Bridge Ventures, Zelda Ventures
PartnershipsBoston Scientific (LabSystem Pro Acquisition), General Electric (MacLab CardioLab Acquisition System), Abbott (Ensite NavX/Precision System)
TechnologyAI-driven software and hardware platform, advanced algorithms for EGM analysis, proprietary software on a computer workstation. Compatible with multi-electrode cardiac catheters and data acquisition systems including LabSystem Pro Acquisition (Boston Scientific), MacLab CardioLab Acquisition System (General Electric), and Ensite NavX/Precision System (Abbott).
FDA Clearances1 cleared products (estimated)

What Physicians Need to Know

Cardiac Electrophysiology & Arrhythmia Management
PhysCade offers advanced solutions for the diagnosis and management of heart rhythm disorders, encompassing a wide range of arrhythmias. Their focus includes tools and support for complex electrophysiology procedures, aiming to improve procedural success and patient outcomes.
AI-Enabled Diagnostic Tools
Leveraging artificial intelligence, PhysCade provides sophisticated diagnostic capabilities, particularly in electrogram (EGM) analysis. These AI tools are designed to assist in the rapid and accurate interpretation of complex cardiac signals, potentially identifying subtle patterns indicative of specific arrhythmias or disease states.
Electrogram Analysis & Interpretation
A core specialization is the in-depth analysis of electrograms. PhysCade's technology aims to streamline the often time-consuming and expertise-dependent process of EGM interpretation, providing physicians with actionable insights derived from detailed signal processing and pattern recognition.
Medical Decision Support
PhysCade integrates its diagnostic insights into medical decision support systems. This functionality is designed to aid physicians in formulating treatment plans, selecting appropriate interventional strategies, and predicting patient responses, thereby enhancing clinical confidence and potentially standardizing care pathways.
Key Differentiators
PhysCade stands out through its deep integration of AI specifically tailored for cardiac electrophysiology, moving beyond generic AI applications. Their focus on granular electrogram analysis combined with practical medical decision support directly addresses critical pain points in arrhythmia diagnosis and treatment. The emphasis on improving procedural efficiency and diagnostic accuracy through intelligent automation sets them apart.
Technology Stack (Inferred)
While specific proprietary details are not public, PhysCade's technology likely incorporates advanced machine learning frameworks (e.g., TensorFlow, PyTorch) for AI model development, cloud-based infrastructure for scalability and data processing (e.g., AWS, Azure, GCP), robust signal processing algorithms for EGM analysis, and secure, interoperable APIs for integration with existing hospital systems (e.g., FHIR, DICOM). User interfaces would likely be web-based or integrated into existing clinical workstations.
Physician Tip

For physicians considering PhysCade, focus on understanding how their AI-enabled diagnostic tools integrate into your existing workflow for electrogram analysis. Evaluate the clinical validation of their AI models and the transparency of their decision support outputs. Prioritize solutions that offer clear explainability for AI-driven insights, allowing you to maintain clinical oversight. Assess their interoperability with your current EMR and EP lab systems to ensure seamless data flow and minimize implementation friction. Look for robust training and ongoing support to maximize the benefits of their advanced technology.

Seamless integration with existing Electronic Medical Records (EMR) systems, Electrophysiology (EP) lab mapping systems, and PACS is crucial for PhysCade's effectiveness. Their platform should offer secure, bi-directional data exchange capabilities to pull patient data for analysis and push diagnostic insights and treatment recommendations back into the patient's record, ensuring a unified and comprehensive view of patient care.

Products by PhysCade

1 product in the directory

PhysCade System
PhysCade, Inc.
Cardiology AI
PhysCade System is an AI-driven software and hardware platform for analyzing and visualizing intra-cardiac electrophysiological data, assisting physicians in managing heart rhythm disorders and making informed clinical decisions during electrophysiology procedures.

What the Web Says

PhysCade is a company that develops a system with advanced algorithms to analyze electrograms (EGMs) for identifying regions of interest in the heart, aiming to support clinicians in making decisions related to atrial arrhythmias like atrial fibrillation. The system has undergone extensive non-clinical testing, including software/firmware and cybersecurity verification, design verification, design validation for its AI/ML system, and usability testing. The clinical significance of using the software to identify areas with spatiotemporal dispersion for catheter ablation has not been established by clinical investigations.

Overall: Positive

Strengths

  • Advanced algorithms for EGM analysis
  • Aids clinicians in identifying regions of interest in the heart
  • Underwent rigorous software/firmware and cybersecurity testing
  • Design validation confirmed AI/ML system accuracy
  • Usability testing demonstrated meeting user needs
  • Substantially equivalent to predicate device (Volta VX1)

Limitations

  • Clinical significance for catheter ablation of atrial arrhythmias not yet established

Based on reviews from: accessdata.fda.gov

Last updated: 2026-07-19

Videos

News, demos, and interviews about PhysCade.

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Press & Coverage

accessdata.fda.gov
K250749 Trade/Device Name: PhysCade System - FDA 510(k) Premarket Notification
The FDA has determined that the PhysCade System, an AI-enabled device for analyzing cardiac electrophysiological data, is substantially equivalent to legally marketed predicate devices, allowing it to be marketed. The system is intended to assist clinicians in managing heart rhythm disorders by post-processing electrograms collected during EP mapping procedures.
2025-06
X-ray Interpreter
PhysCade | Radiology AI Companies
PhysCade is listed as a radiology AI company with its product, the PhysCade System, released on June 4, 2025, and regulated by the FDA. The system is an AI-driven software and hardware platform designed to analyze and visualize intra-cardiac electrophysiological data for clinicians.
2025-06
Square-1 Engineering (MedTech Snapshot Podcast)
Stacie Depner - Succeeding In Micro MedTech Startups
Stacie Depner, VP of Product Development Operations at PhysCade, discusses the challenges and strategies for succeeding in early-phase product development within micro MedTech startups. She emphasizes the importance of culture, speed, and flexibility in such environments.
2025-04
Oxford Academic (Europace)
Comparing artificial-intelligence based tracking of atrial fibrillation waves with clinical phenotypes in patients undergoing ablation
S. Anbazhakan and R. Abad Juan, both Data Scientists at PhysCade, are listed as authors on a journal article discussing the comparison of AI-based tracking of atrial fibrillation waves with clinical phenotypes in ablation patients.
2025-05
Heart Rhythm O2 (via PMC)
Artificial intelligence and real-time directional guidance in arrhythmia management
Dr. S. Narayan, who reports equity from PhysCade Inc., is an author on an article discussing a novel AI system that provides real-time directional guidance during atrial fibrillation ablation procedures. The approach aims to simplify catheter ablation for complex arrhythmias.
2025-09

Frequently Asked Questions

PhysCade's AI-driven software and hardware platform analyzes intra-cardiac electrophysiological data to provide detailed maps identifying early activation sites and other features of interest during arrhythmia procedures. This assists physicians in making more informed clinical decisions for the diagnosis and treatment of complex heart rhythm disorders, ultimately improving patient care.
PhysCade's primary offering is 'The PhysCade System,' an AI-enabled software and hardware platform for analyzing and visualizing intra-cardiac electrophysiological data. This medical decision support system post-processes electrograms collected during EP mapping procedures and integrates with major data acquisition systems like Boston Scientific's LabSystem Pro, General Electric's MacLab CardioLab, and Abbott's Ensite NavX/Precision.
The PhysCade System has received FDA 510(k) clearance (K250749) as a Class II medical device, indicating it is substantially equivalent to legally marketed predicate devices for the analysis, display, and storage of cardiac electrophysiological data. While specific details on CE Mark are not publicly available, as a medical device company operating in the US, PhysCade is expected to adhere to stringent data privacy and security regulations such as HIPAA.
While specific pricing details for PhysCade are not publicly disclosed, companies offering advanced AI medical solutions typically employ flexible models such as subscription-based licensing or per-procedure fees. These models often include tiered options to accommodate varying institutional sizes and usage volumes, providing access to different feature sets and support levels.
To ensure effective adoption, PhysCade is expected to offer comprehensive technical support, including dedicated customer service and troubleshooting assistance. This would typically be complemented by thorough training programs and clinical education for physicians, nurses, and technicians, covering system operation, data interpretation, and integration into existing EP lab workflows.
Yes, the PhysCade System is designed for interoperability, integrating with leading cardiac mapping equipment, including Boston Scientific's LabSystem Pro, General Electric's MacLab CardioLab, and Abbott's Ensite NavX/Precision systems. This ensures seamless data acquisition and analysis within existing electrophysiology lab setups.
PhysCade, founded in 2018 and headquartered in Palo Alto, CA, is a private company backed by investors such as Lotus Capital Ventures, Red Bridge Ventures, and Zelda Ventures. With its recent FDA 510(k) clearance for the PhysCade System in 2025, the company demonstrates a commitment to bringing innovative AI-enabled medical devices to market, suggesting a focus on continued technological evolution and expansion within the electrophysiology domain.

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