Anumana AI

Building sEHR-BERT: A Custom Language Model for Structured Electronic Health Records – Adapting transformer architecture for the unique challenges of medical coding and structured health data

Why Standard BERT Isn’t Enough for Structured EHRs BERT revolutionized natural language processing, but electronic health records (EHRs) present unique challenges that standard language models weren’t designed to handle. While BERT excels at understanding sentences and paragraphs, structured EHRs are fundamentally different—they’re sequences of medical codes, and categorical data that don’t follow natural language patterns. Consider a patient timeline: [I48.91, I49.9, I48.3, I42.0, 82435, 84295,

Anumana Secures FDA Clearance for First-of-Its-Kind ECG-AI Algorithm for Early Detection of Pulmonary Hypertension

CAMBRIDGE, Mass. – March 28, 2026 – Anumana , a leader in cardiovascular AI, has received U.S. Food and Drug Administration (FDA) 510(k) clearance for its pulmonary hypertension (PH) algorithm, an AI-enabled software-as-a-medical-device (SaMD) that detects early signs of PH, a serious and progressive condition affecting the lungs and right side of the heart. The algorithm, which previously received FDA Breakthrough Device Designation, is the first PH algorithm cleared for use with standard 12-le

Anumana Appoints Kevin Ballinger and Jean-Luc Butel to Board of Directors

CAMBRIDGE, Mass.–( BUSINESS WIRE )– Anumana Inc., a leader in AI-powered cardiovascular detection algorithms, today announced the appointment of Kevin Ballinger and Jean-Luc Butel to its Board of Directors. In their roles, Ballinger and Butel will provide strategic guidance to Anumana’s leadership team as the company advances its AI-driven capabilities, expands clinical adoption, and scales operations. “Kevin and Jean-Luc bring a depth of experience that will be an asset to Anumana,” said Maulik

Supporting Predictive Analytics to Improve Clinical Decision Making and Patient Outcomes

As we strive to improve clinical decison making and patient outcomes – predictive analytics are a wonderful tool to help us in that goal. But you can’t just decide to throw predictive analytics into your organization; it’s a tool that needs a lot of support. We reached out to our beautiful Healthcare IT Today Community to ask — how can healthcare IT systems support predictive analytics to improve clinical decision making and patient outcomes? The following is what they had to share. Read the art

Anumana Makes Educated Inferences in Heart Failure

Anumana was founded in 2021 as the culmination of a joint effort between the Mayo Clinic and nference, an early entrant to the field of machine learning for cardiology-focused clinical solutions. By leveraging large stores of deidentified data that span full patient journeys from physician notes to medications and imaging files, Anumana develops cardiac AI-based solutions that can glean pertinent disease information from electrocardiogram (ECG)waveforms. The company’s first FDA-cleared cardiac E