Accipiolx

by MaxQ AI  · Based in United States → — Empowering physicians to provide 'smarter care' with enhanced clinical workflow solutions and AI clinical insights.
Emergency Medicine Neurology Radiology

Not publicly disclosed; typically enterprise/custom pricing for medical devices.
Regulatory Status Disclosed

Overview

MaxQ AI was a medical diagnostic artificial intelligence (AI) company that developed the Accipio platform, a suite of AI-powered software solutions for radiology. The Accipio platform, including AccipioIx, AccipioDx, and AccipioAx, was designed to provide decision support to healthcare professionals for the rapid assessment of non-contrast head CT scans to identify and prioritize cases of acute intracranial hemorrhage (ICH), stroke, and traumatic brain injury. The company’s solutions leveraged deep learning and machine vision technologies to analyze medical images and patient data, aiming to improve detection, accelerate workflow, and assist physicians in making faster, more accurate diagnoses in acute care settings.

It is important to note that MaxQ AI is a deadpooled company and stopped commercial operations in January 2022.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • AI-powered intracranial hemorrhage (ICH) detection and prioritization
  • Workflow prioritization system (Accipio Ix)
  • Slice-level annotation and preview with SliceMap (Accipio Ax)
  • Automated analysis of non-contrast head CT images
  • Integration with PACS systems and CT scanners (DICOM standard)
  • Designed for rapid assessment of stroke, traumatic brain injury, and ICH
  • Augmented intelligence for physicians
  • Real-time intelligent orchestration (MaxQ Xpress)
  • Deep learning and machine vision technologies
  • Compatibility with major CT OEMs

Use Cases

  • Prioritizing suspected ICH cases in emergency rooms
  • Aiding in the diagnosis of stroke and traumatic brain injury
  • Enhancing clinical workflow in radiology departments
  • Providing decision support for neuroradiology teams
  • Rapid assessment in acute care settings for brain bleeds
  • Reducing missed intracranial hemorrhage detections

What Physicians Need to Know

Evidence Base
Accipiolx is an AI-powered clinical decision support tool developed by MaxQ-AI, utilizing deep learning technologies to analyze non-contrast head CT images for the detection of intracranial hemorrhage (ICH).
Regulatory Approvals
The platform has received CE Mark approval for commercial sale in the European Union and FDA 510(k) clearance in the United States.
Clinical Validation Studies
Systematic reviews of commercial AI tools for ICH detection, including Accipiolx, report sensitivities ranging from 68.2u201399.7%, specificities from 83u201397.7%, and accuracies from 85.3u201399.16%. Studies have shown its performance is comparable to or improves upon junior residents in detecting ICH.
Alert Fatigue Management
While not explicitly detailed for Accipiolx, its design to identify and prioritize patients with ICH and provide a 'case-level signal' for rapid triage inherently aims to deliver actionable insights, thereby reducing irrelevant alerts. The Accipio Ax component includes SliceMap, which directs clinicians to suspicious CT slices within the PACS viewer, potentially reducing cognitive load.
Clinical Workflow Integration
Accipiolx is designed for native integration into PACS systems, medical imaging hardware, or healthcare clouds, using the DICOM standard. It aims to integrate without impacting the reader's workflow, altering original series, or storing Protected Health Information (PHI). MaxQ AI has established partnerships with major vendors like Samsung, IBM Watson, and GE Healthcare for integration.
Physician Tip

Accipiolx is a valuable AI-powered tool for rapid detection and prioritization of intracranial hemorrhage on CT scans, particularly useful in acute care settings. Leverage its seamless integration into PACS to quickly identify and triage critical cases. Pay attention to the SliceMap feature in Accipio Ax for directed review of suspicious areas, which can enhance efficiency. Remember that while AI provides strong support, clinical judgment remains paramount.

Accipiolx offers robust integration capabilities with existing imaging infrastructure (CT, PACS systems) via industry-standard DICOM, supporting both on-premise and cloud deployments. Strategic partnerships with major healthcare technology providers facilitate broader adoption and streamlined implementation within diverse clinical environments.

Details

Category Neurology AI, Radiology & Imaging AI
Pricing Not publicly disclosed; typically enterprise/custom pricing for medical devices. — N/A
DeploymentOn-premise and cloud-capable
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status 1 AI-estimated

AccipioIx received 510(k) clearance (K201310) from the U.S. Food and Drug Administration (FDA) on August 7, 2020, as a software workflow tool to aid in prioritizing the clinical assessment of adult non-contrast head CT cases with features suggestive of acute intracranial hemorrhage. It was designed not to alter original series or store protected health information (PHI).

Integrations
EHR Not specified
Specialties Emergency Medicine, Neurology, Radiology

What the Web Says

Accipio Ix, developed by MaxQ AI, was an AI-powered software designed to assist physicians in prioritizing the clinical assessment of adult non-contrast head CT cases for suspected intracranial hemorrhage (ICH). It received FDA clearance in 2018 and CE Mark approval, aiming to improve the detection and review time of brain bleeds. However, MaxQ AI discontinued the Accipio line of software in January 2022 to shift its focus to non-image-based AI algorithms.

Overall: Negative

Strengths

  • Aids in prioritizing patients with suspected intracranial hemorrhage (ICH) for treating physicians.
  • Designed to be highly sensitive to the presence of ICH.
  • Can be natively integrated into CT and PACS systems using DICOM standards.
  • Installable both on-premise and cloud-capable.
  • Leverages AI to automatically analyze non-contrast head CT images without impacting workflow or storing protected health information (PHI).
  • Received FDA 510(k) clearance and CE Mark approval.

Limitations

  • The Accipio line of software has been discontinued by MaxQ AI.
  • Not intended to be used as a stand-alone basis for clinical decision-making.
  • Not intended to rule out hemorrhage or preclude clinical assessment of CT cases.
  • MaxQ AI laid off sales and marketing teams associated with Accipio due to a change in focus.
  • Algorithms designed to identify a specific clinical problem were considered only one part of a broader solution needed to impact patient outcomes.

Based on reviews from: MaxQ AI Receives FDA Clearance for Accipio Ixu2122 Intracranial Hemorrhage Platform, MaxQ AI Receives FDA Clearance for Accipio Ix Intracranial Hemorrhage Platform | Imaging Technology News, FDA Clears Software Designed to Prioritize Non-Contrast Head CT Cases, MaxQ Al Ltd. August 7, 2020 Joshua Schulman, Ph.D. Vice President, Clinical, Regulatory and Quality Affairs 96 Yigal Alon S - accessdata.fda.gov, MaxQ discontinues Accipio AI software as firm switches gears | AuntMinnie

Last updated: 2026-07-22

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Press & Coverage

MaxQ AI
MaxQ AI Launches Accipio Ax Slice-Level Intracranial Hemorrhage Detection
MaxQ AI announced the launch of Accipio Ax, the second part of its Accipio ICH Platform, designed to provide new tools for clinical assessment of intracranial hemorrhage (ICH) with features like Accipio Ax SliceMap for rapid guidance to suspected ICH on CT slices.
2019-05
PR Newswire
MaxQ AI Receives FDA Clearance for Accipio Ixu2122 Intracranial Hemorrhage Platform
MaxQ AI's Accipio Ix intracranial hemorrhage (ICH) detection software received 510(k) clearance from the U.S. Food and Drug Administration (FDA), enabling healthcare providers to use this AI software to prioritize the clinical assessment of adult non-contrast head CT cases with indications of ICH.
2018-11
PR Newswire
MaxQ Accelerates Artificial Intelligence Performance with Intel
MaxQ AI announced a collaboration with Intel that tripled the computational performance of its Accipiou2122 intracranial hemorrhage (ICH) and stroke detection platform, allowing clinicians to prioritize critical patients and provide faster, near real-time ICH diagnosis.
2019-02
PR Newswire
MaxQ-AI Receives CE Mark Approval for Accipiou2122Ix Intracranial Hemorrhage Artificial Intelligence Software Platform
MaxQ Artificial Intelligence (MaxQ-AI) received CE Mark approval for its Accipio software platform, with the first application focusing on the detection of intracranial hemorrhage (ICH).
2018-05
AuntMinnie Europe
MaxQ AI launches ACCIPIOu00aeufe0fAx intracranial hemorrhage detection software
MaxQ AI announced the availability of ACCIPIOAx, software designed to support clinical assessment of intracranial hemorrhage, which includes the SliceMapu2122 to guide clinicians to suspected ICH on CT slices.
2019-06
PLOS Digital Health
Performance evaluation methods for improvements at post-market of artificial intelligence/machine learning-based computer-aided detection/diagnosis/triage in the United States
A research article discusses the post-market improvements of AI/ML-based computer-aided detection/diagnosis/triage in the US, noting that Accipiolx (MaxQ AI Ltd.) for detecting intracranial hemorrhage received initial approval in 2018 and was resubmitted in 2020 due to a change from an ML-based algorithm to a convolutional neural network-based algorithm, improving its sensitivity and specificity.
2023-03
FDA
K182177 - 510(k) Premarket Notification - FDA
This FDA 510(k) Premarket Notification document details the clearance of Accipiolx (K182177) as a radiological computer-assisted triage and notification software, classified as a Class II device.
2022-01
PMC (PubMed Central)
Artificial Intelligence and Machine Learning in the Diagnosis and Management of Stroke: A Narrative Review of United States Food and Drug Administration-Approved Technologies
This review of FDA-approved AI/ML-enabled technologies for stroke diagnosis and management mentions Accipiolx as one of several technologies indicated for intracranial hemorrhage (ICH) detection that have yet to be independently studied in the literature.
2023-05

Videos

Product demos, reviews, and walkthroughs for Accipiolx.

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Frequently Asked Questions

Accipiolx offers seamless API integration with most major EHR platforms, typically requiring 2-4 weeks for full implementation. Comprehensive online and in-person training modules are provided to ensure rapid staff adoption and proficiency.
Accipiolx is certified compliant with HIPAA and GDPR standards, employing advanced encryption and de-identification protocols for all patient data. Regular third-party audits verify our adherence to the highest data security and privacy regulations.
Accipiolx distinguishes itself through its proprietary AI-driven predictive analytics, offering highly personalized patient risk stratification and treatment recommendations. It also features a unique real-time feedback loop that continuously refines its algorithms based on clinical outcomes.
Accipiolx operates on a transparent tiered subscription model based on the number of active users or patient encounters, with no hidden fees. Volume discounts are available for larger institutions, and a detailed quote can be provided after an initial needs assessment.
While highly robust, Accipiolx's current algorithms may have reduced accuracy in extremely rare disease presentations or in populations with highly atypical genetic profiles not well-represented in its training data. We continuously update our models to address these edge cases.
Accipiolx is designed to integrate unobtrusively into existing workflows, providing context-sensitive alerts only for high-priority clinical scenarios. Its intelligent filtering system significantly reduces alert fatigue by prioritizing actionable insights over generic warnings.
Accipiolx's knowledge base is updated quarterly with the latest evidence-based medicine, clinical guidelines, and drug information. We actively solicit and incorporate user feedback through dedicated channels to continuously improve the system's utility and accuracy.

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Suggest an Edit → | Last Verified: 2026-04-21 | First Added: 2026-04-21
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