FDA Radiology AI Devices

NeuroMatch is a cloud-based medical software developed by LVIS Corporation to assist neurologists in reviewing and analyzing EEG recordings by automatically detecting potential seizures and epileptiform spikes. It employs advanced AI algorithms to highlight important EEG events, helping clinicians interpret brain activity more efficiently without providing a direct diagnosis.

The Dreem 3S is a wearable headband device that records brain electrical activity (EEG) and movement data during sleep. It uses AI algorithms based on neural networks to automatically analyze this data and produce detailed sleep stage reports for adults. This helps clinicians assess sleep patterns and disturbances remotely in home or healthcare environments.

The Natus BrainWatch System is a portable EEG monitoring device that records and visually presents EEG signals to assist trained medical personnel in neurological diagnosis for patients aged 2 years and older. It features a disposable headband with integrated electrodes, wireless connectivity, and cloud storage, enabling rapid and convenient EEG monitoring in healthcare settings.

The REMI-AI Rapid Detection Module (REMI-AI RDM) is an AI-based seizure detection software integrated into the REMI Remote EEG Monitoring System. It analyzes EEG data in near real-time to notify clinicians of potential electrographic seizures, aiding in patient evaluation by marking events in the EEG record. It is intended for use in non-ICU healthcare settings with adult and pediatric patients (6+ years).

The Cerebral Autoregulation Index (CAI) Algorithm is a software tool designed to help clinicians monitor whether cerebral autoregulation—the brain's ability to maintain stable blood flow—is intact or impaired. It analyzes signals from cerebral oximetry and blood pressure monitors to provide an index value indicating the level of coherence between these parameters. This helps guide advanced hemodynamic monitoring in critical care patients without making direct therapeutic decisions.

The Zeta Cranial Navigation System is a stereotaxic image guidance system designed to help neurosurgeons spatially position and orient surgical instruments during cranial surgery. It uses 3D preoperative CT or MRI scans to assist in real-time navigation without requiring rigid fixation of the patient. This system enhances the precision of neurosurgical procedures by providing visual guidance based on medical imaging data.

Sourcerer is a software tool designed for neurologists and EEG technologists to visualize brain activity by integrating EEG data with MRI images. It helps localize sources of brain activity by projecting EEG signals onto an idealized head model, aiding in clinical diagnoses such as epilepsy evaluation.

Encevis (2.1) is a software tool that assists neurologists by automatically analyzing EEG recordings to detect seizures, spikes, electrographic status epilepticus, and other brain activity patterns. It reduces artifacts in EEG data, provides quantitative measures like frequency bands and burst suppression, and displays alerts to support rapid clinical decision-making, especially in acute care settings.

SleepStageML is a software-only medical device that uses AI to automatically analyze EEG signals from sleep studies (PSG recordings) to identify different sleep stages. It assists qualified clinicians in diagnosing sleep quality and sleep disorders in adult patients by providing automated, software-generated sleep stage annotations that clinicians can review and verify.

autoSCORE is a software tool that assists neurologists by automatically analyzing EEG recordings to identify and categorize abnormal brain activity such as epileptiform and non-epileptiform abnormalities. It acts as a decision support system, marking potential abnormal areas on EEG data, thereby helping clinicians review EEGs more efficiently and accurately. The device does not provide final diagnostic conclusions but rather supports professional judgment in interpreting EEG results.