algorithm Archives - Mediformatica

The EEG as a ‘Vital Sign’: Ceribell’s AI Pivot to In-Hospital Stroke Detection

January 5, 2026January 6, 2026HIT Consultant

What You Should Know:

– Ceribell’s LVO Stroke Breakthrough In January 2026, the FDA granted Breakthrough Device Designation to Ceribell for its LVO (Large Vessel Occlusion) stroke monitor.

– This first-in-class tool applies an AI algorithm…

Your Brain Works Like a Machine Learning Model

December 18, 2025December 20, 2025BeKey

I'm a firm believer that that gut feeling, that first instinct that you have, sometimes you might not have all of the data to support it because your brain, just like a machine learning…

Hutan Ashrafian: ‘HealthTech is a game-changing opportunity for mankind’

December 17, 2025December 17, 2025Digital Health

Clinician-scientist, surgeon, and entrepreneur, Professor Hutan Ashrafian’s track record in translating novel technologies to healthcare includes developing an algorithm with Google to detect breast cancer and leading its translation into clinical practice. Ranked in…

Sober Sidekick’s Empathy Algorithm Achieves 88% Accuracy in Identifying High-Cost Risk, Attracts $7.6M Funding

December 3, 2025December 3, 2025HIT Consultant

What You Should Know:

– Empathy Health Technologies, the maker of the Sober Sidekick platform, has secured $7.6M in new growth funding, bringing its total to $11.4M.

– The investment will fuel the expansion of its…

Ceribell Receives FDA Clearance for Clarity® AI, Becoming First Point-of-Care EEG for All Ages

November 25, 2025November 26, 2025HIT Consultant

What You Should Know:

– Ceribell, Inc. today announced that the U.S. FDA has granted 510(k) clearance for its next-generation Clarity® algorithm.

– The FDA clearance makes the Ceribell System the first and only AI-powered point-of-care…

Interpretable Machine Learning Models for Analyzing Determinants Affecting the Use of mHealth Apps Among Family Caregivers of Patients With Stroke in Chinese Communities: Cross-Sectional Survey Study

November 25, 2025November 25, 2025JMIR mHealth and uHealth

Background: The mHealth App was believed as an effective method to support family caregivers to better care for stroke patients. This study aimed to explore the status and the influencing factors of mHealth App…

Fibricheck detection capabilities for atrial fibrillation (FDA–AF): a multicenter validation study

November 21, 2025November 21, 2025npj Digital Medicine

Atrial fibrillation (AF) is the most common arrhythmia worldwide and is associated with significant morbidity and mortality. FibriCheck is a medical analysis platform that uses an end-to-end algorithm to detect AF based on photoplethysmography…

AI in Pediatric Care Brings Challenges and New Efficiencies

November 7, 2025November 7, 2025HealthTech Magazine

Risks and Challenges of Using AI in Pediatrics
Large language models are prone to “sycophancy,” or the desire to satisfy the user prompting it, as well as hallucinations, which involve fabricated findings, Desai explains.
He notes…

Real-time detection of respiratory circuit events in mechanical ventilation using deep learning

October 25, 2025October 25, 2025npj Digital Medicine

Respiratory circuit events, including fluid accumulation and circuit or cuff leakage during mechanical ventilation, increase ventilator-associated event risks but often go undetected. We developed a convolutional neural network analyzing 57,296 annotated breaths (26,768 training/internal…

External validation of PreOpNet to predict 30-day mortality after major non-cardiac surgery using digital electrocardiogram

October 17, 2025October 17, 2025npj Digital Medicine

PreOpNet is a novel deep-learning algorithm using 12-lead digital electrocardiogram (ECG) for preoperative risk assessment of all-cause death and major adverse cardiac events (MACE) within 30 days. Its performance in European high-risk patients undergoing…

The Prescription Black Box: Why 56% of Patients Are Struggling to Access Meds in a Digital Age

AI scribe approved to transcribe GP telephone consultations

$10M investment to bring AI to Korean regional hospitals

Kodiak Solutions Acquires BESLER to Close the “Revenue Leakage” Gap

Tag: algorithm

The EEG as a ‘Vital Sign’: Ceribell’s AI Pivot to In-Hospital Stroke Detection

Your Brain Works Like a Machine Learning Model

Hutan Ashrafian: ‘HealthTech is a game-changing opportunity for mankind’

Sober Sidekick’s Empathy Algorithm Achieves 88% Accuracy in Identifying High-Cost Risk, Attracts $7.6M Funding

Ceribell Receives FDA Clearance for Clarity® AI, Becoming First Point-of-Care EEG for All Ages

Interpretable Machine Learning Models for Analyzing Determinants Affecting the Use of mHealth Apps Among Family Caregivers of Patients With Stroke in Chinese Communities: Cross-Sectional Survey Study

Fibricheck detection capabilities for atrial fibrillation (FDA–AF): a multicenter validation study

AI in Pediatric Care Brings Challenges and New Efficiencies

Real-time detection of respiratory circuit events in mechanical ventilation using deep learning

External validation of PreOpNet to predict 30-day mortality after major non-cardiac surgery using digital electrocardiogram

The Prescription Black Box: Why 56% of Patients Are Struggling to Access Meds in a Digital Age

AI scribe approved to transcribe GP telephone consultations

$10M investment to bring AI to Korean regional hospitals

Kodiak Solutions Acquires BESLER to Close the “Revenue Leakage” Gap

Health Systems Navigate Federal Medicaid Mandate Uncertainty

Ybrain recruits ex-Samsung Electronics, VUNO execs to lead AI mental health expansion

From Thailand to the world: Chulalongkorn University developing global CADx for GI cancers

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