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| </head> | |
| <body> | |
| <header class="top"> | |
| <div class="wrap"> | |
| <a class="brand" href="https://huggingface.co/genzeonplatform" target="_blank" rel="noopener noreferrer"> | |
| <img class="mark-img" src="platforms.png" alt="Genzeon Platforms logo" width="30" height="30">Genzeon Platforms | |
| </a> | |
| <nav class="navlinks"> | |
| <a href="#models">Models</a> | |
| <a href="#akps">AKPS</a> | |
| <a href="#brain">Platform</a> | |
| <a class="hf-pill" href="https://huggingface.co/genzeonplatform" target="_blank" rel="noopener noreferrer">🤗 View org</a> | |
| </nav> | |
| </div> | |
| </header> | |
| <!-- HERO --> | |
| <div class="hero"> | |
| <div class="wrap hero-grid"> | |
| <div> | |
| <div class="eyebrow">Genzeon Platforms · Healthcare AI</div> | |
| <h1>Clinical text,<br><span class="em">structured.</span></h1> | |
| <p class="lede">We build open, permissively-licensed clinical NLP — and the governed | |
| platforms underneath it. Small models that turn messy notes into auditable, | |
| typed clinical facts. Try them in your browser.</p> | |
| <div class="cta-row"> | |
| <a class="btn btn-solid" href="#models">Explore the models →</a> | |
| <a class="btn btn-ghost" href="https://huggingface.co/genzeonplatform" target="_blank" rel="noopener noreferrer">🤗 Full org page</a> | |
| </div> | |
| </div> | |
| <div class="panel"> | |
| <div class="panel-bar"> | |
| <span class="dot"></span><span class="dot"></span><span class="dot"></span> | |
| <span class="panel-tag">Healthcare Brain NER · live output</span> | |
| </div> | |
| <div class="ann" id="ann"> | |
| <span class="ent ent-phi"><span class="lbl">PHI · NAME</span>Mr. J. Alvarez</span><span class="tok"> reports </span><span class="ent ent-clin"><span class="lbl">FINDING</span>chest pain</span><span class="tok">; </span><span class="ent ent-vit"><span class="lbl">VITAL · BP</span>148/92</span><span class="tok">, </span><span class="ent ent-lab"><span class="lbl">LAB</span>A1c 8.2%</span><span class="tok">. Started </span><span class="ent ent-med"><span class="lbl">DRUG · DOSE</span>metformin 500 mg</span><span class="tok"> </span><span class="ent ent-med"><span class="lbl">FREQ</span>BID</span><span class="tok"> for </span><span class="ent ent-dx"><span class="lbl">DIAGNOSIS</span>type 2 diabetes</span><span class="tok"> </span><span class="ent ent-icd"><span class="lbl">ICD-10</span>E11.9</span><span class="tok">.</span> | |
| </div> | |
| <div class="panel-foot"> | |
| <span>6 models · Bio_ClinicalBERT + PubMedBERT</span> | |
| <span>Apache-2.0</span> | |
| </div> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- MODELS --> | |
| <section id="models"> | |
| <div class="wrap"> | |
| <div class="sec-head"> | |
| <div> | |
| <div class="sec-kick">Open weights</div> | |
| <h2>The Healthcare Brain NER family</h2> | |
| </div> | |
| <p class="sec-note">Six production-grade clinical Named Entity Recognition models, built on trusted | |
| US/EU biomedical bases and released under Apache-2.0. Each ships with a live demo you can try in the browser.</p> | |
| </div> | |
| <div class="cards"> | |
| <div class="card c-med reveal"> | |
| <div class="card-tag">Medication</div> | |
| <h3>Healthcare Brain Medication NER</h3> | |
| <p>Drug names, dosages, routes, frequencies and administration details across 12 categories.</p> | |
| <div class="spec"> | |
| <span>Bio_ClinicalBERT</span><span>BIO · 25 labels</span><span>~110M</span><span>Apache-2.0</span> | |
| </div> | |
| <a class="card-link" href="https://huggingface.co/spaces/genzeonplatform/healthcare-brain-medication-ner" target="_blank" rel="noopener noreferrer"> | |
| Open demo <span class="arrow">→</span></a> | |
| </div> | |
| <div class="card c-lab reveal"> | |
| <div class="card-tag">Laboratory</div> | |
| <h3>Healthcare Brain Laboratory NER</h3> | |
| <p>Lab tests, values and units, with rule-based numeric extraction for structured results.</p> | |
| <div class="spec"> | |
| <span>Bio_ClinicalBERT</span><span>BIO · 21 labels</span><span>~110M</span><span>Apache-2.0</span> | |
| </div> | |
| <a class="card-link" href="https://huggingface.co/spaces/genzeonplatform/healthcare-brain-laboratory-ner" target="_blank" rel="noopener noreferrer"> | |
| Open demo <span class="arrow">→</span></a> | |
| </div> | |
| <div class="card c-dx reveal"> | |
| <div class="card-tag">Diagnosis · Coding</div> | |
| <h3>Healthcare Brain Diagnosis / ICD NER</h3> | |
| <p>Diagnoses and conditions across 9 categories, with ICD-10 / SNOMED linking via SapBERT.</p> | |
| <div class="spec"> | |
| <span>PubMedBERT</span><span>BIO · 19 labels</span><span>~110M + SapBERT</span><span>Apache-2.0</span> | |
| </div> | |
| <a class="card-link" href="https://huggingface.co/spaces/genzeonplatform/healthcare-brain-diagnosis-icd-ner" target="_blank" rel="noopener noreferrer"> | |
| Open demo <span class="arrow">→</span></a> | |
| </div> | |
| <div class="card c-clin reveal"> | |
| <div class="card-tag">Clinical findings</div> | |
| <h3>Healthcare Brain Clinical Findings NER</h3> | |
| <p>Symptoms, findings and other clinical mentions pulled from free-text notes.</p> | |
| <div class="spec"> | |
| <span>Bio_ClinicalBERT</span><span>spaCy NER</span><span>~110M</span><span>Apache-2.0</span> | |
| </div> | |
| <a class="card-link" href="https://huggingface.co/spaces/genzeonplatform/healthcare-brain-clinical-findings-ner" target="_blank" rel="noopener noreferrer"> | |
| Open demo <span class="arrow">→</span></a> | |
| </div> | |
| <div class="card c-vit reveal"> | |
| <div class="card-tag">Vitals</div> | |
| <h3>Healthcare Brain Vitals NER</h3> | |
| <p>Blood pressure, heart rate, temperature, SpO₂ and other vital signs, read from text.</p> | |
| <div class="spec"> | |
| <span>Bio_ClinicalBERT</span><span>Token classification</span><span>~110M</span><span>Apache-2.0</span> | |
| </div> | |
| <a class="card-link" href="https://huggingface.co/spaces/genzeonplatform/healthcare-brain-vitals-ner" target="_blank" rel="noopener noreferrer"> | |
| Open demo <span class="arrow">→</span></a> | |
| </div> | |
| <div class="card c-phi reveal"> | |
| <div class="card-tag">PHI · de-identification</div> | |
| <h3>Healthcare Brain NER</h3> | |
| <p>Names, dates, identifiers and other PHI / PII — the base model for de-identifying and redacting notes before any downstream use.</p> | |
| <div class="spec"> | |
| <span>Bio_ClinicalBERT</span><span>Token classification</span><span>~110M</span><span>Apache-2.0</span> | |
| </div> | |
| <a class="card-link" href="https://huggingface.co/spaces/genzeonplatform/healthcare-brain-ner" target="_blank" rel="noopener noreferrer"> | |
| Open demo <span class="arrow">→</span></a> | |
| </div> | |
| </div> | |
| </div> | |
| </section> | |
| <!-- AKPS --> | |
| <section id="akps"> | |
| <div class="wrap"> | |
| <div class="band reveal"> | |
| <div> | |
| <div class="sec-kick">Open specification</div> | |
| <h2>AKPS — Aether Knowledge Pack Specification</h2> | |
| <p>An open format for expressing healthcare coverage policy as portable, machine-readable | |
| knowledge packs — so coverage logic isn't trapped in any one vendor's system. Released | |
| April 2026. If you work on coverage policy, prior auth, or clinical rules, we'd love your eyes on it.</p> | |
| <a class="band-cta" href="https://genzeon.one" target="_blank" rel="noopener noreferrer">Read about AKPS at genzeon.one →</a> | |
| </div> | |
| <div class="band-licenses"> | |
| <div class="lic"><b>Specification</b><span>CC BY 4.0</span></div> | |
| <div class="lic"><b>Reference tooling</b><span>Apache-2.0</span></div> | |
| </div> | |
| </div> | |
| </div> | |
| </section> | |
| <!-- BRAIN --> | |
| <section id="brain"> | |
| <div class="wrap"> | |
| <div class="sec-head"> | |
| <div> | |
| <div class="sec-kick">The bigger picture</div> | |
| <h2>Where these models go: the Healthcare Brain platform</h2> | |
| </div> | |
| <p class="sec-note">The open NER family is the ground layer. Above it sits our larger system — | |
| three production platforms on one patented architecture, <b>Aether One™</b>.</p> | |
| </div> | |
| <div class="lobes"> | |
| <div class="lobe reveal"> | |
| <div class="role">Reasoning lobe</div> | |
| <h3>HIP One</h3> | |
| <p>Clinical decisions, medical necessity, prior authorization, utilization management and revenue-cycle intelligence.</p> | |
| </div> | |
| <div class="lobe reveal"> | |
| <div class="role">Engagement lobe</div> | |
| <h3>PES One</h3> | |
| <p>Conversational AI for member and patient engagement, care navigation, and quality — Stars and HEDIS.</p> | |
| </div> | |
| <div class="lobe reveal"> | |
| <div class="role">Governance lobe</div> | |
| <h3>CPS One</h3> | |
| <p>Privacy program operations, breach response, and AI governance across the enterprise.</p> | |
| </div> | |
| </div> | |
| <p class="brain-foot">The models and specs on this org are released under their stated open | |
| licenses. Our commercial platforms are separate — and grounded in the same | |
| <b>right, auditable, and defensible</b> discipline.</p> | |
| </div> | |
| </section> | |
| <!-- PROOF --> | |
| <div class="proof"> | |
| <div class="wrap"> | |
| <div class="pf"> | |
| <h4>In production</h4> | |
| <p>Live in the <b>CMS WISeR Model</b> (2026–2031) via Novitas in New Jersey — real prior-auth | |
| volume at <b>100% of the CMS 3-day turnaround</b>, with <b>zero automated denials</b>. Every | |
| denial is signed by a named, licensed reviewer.</p> | |
| </div> | |
| <div class="pf"> | |
| <h4>Trust posture</h4> | |
| <p><b>HITRUST r2</b>, <b>SOC 2</b> and <b>HIPAA</b> aligned. Open bases restricted to | |
| US/EU-origin models by design — a sovereignty choice baked into every model here.</p> | |
| </div> | |
| <div class="pf"> | |
| <h4>Partners</h4> | |
| <p>Built alongside <b>Microsoft</b> (10-year strategic partnership, 5 solution designations), | |
| <b>UiPath</b>, and <b>Databricks</b>.</p> | |
| </div> | |
| </div> | |
| </div> | |
| <!-- FOOTER --> | |
| <footer> | |
| <div class="wrap"> | |
| <div class="foot-grid"> | |
| <div> | |
| <img class="foot-logo" src="Genzeon-Platform-Logo.png" alt="Genzeon Platforms"> | |
| <div class="foot-lead">Being right and auditable beats being flashy.</div> | |
| </div> | |
| <div class="foot-links"> | |
| <a href="https://genzeon.one" target="_blank" rel="noopener noreferrer">🌐 genzeon.one</a> | |
| <a href="https://www.linkedin.com/newsletters/7469820048304467968/" target="_blank" rel="noopener noreferrer">📰 Building the Healthcare Brain</a> | |
| <a href="https://huggingface.co/genzeonplatform" target="_blank" rel="noopener noreferrer">🤗 @genzeonplatform</a> | |
| </div> | |
| </div> | |
| <p class="foot-note">Genzeon Platforms — A Genzeon Company. Models and specifications on this | |
| organization are released under their stated open licenses; our commercial platforms are | |
| separate offerings.</p> | |
| </div> | |
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