Walk into 18+ specialty clinics, voice-triage an emergency, or compute multi-modality diagnostic pathways. Every read is anchored to NCCN, BMJ, AHA/ACC, USPSTF and ADA guidance — with a licensed clinician on the final word.
Or consult the Library of Medicine
Each OCTON faculty runs as its own clinic — its own AI, evidence library and care pathways — all under one roof. Pick a specialty, or let the Emergency Room triage you to the right one.
OCTON triages you hands-free with Voice Live, takes a 30-second vitals scan, screens for red flags, and prepares you for the right next step, calmly and without the wait.
Life-threatening? Call your local emergency number (112 · 911 · 999) now.
One tap — the 20-minute cubicle walk-in plays, then Marcus's full report unfurls below: every recommendation, the same seven-day rotating meal plan his clinician printed, and the lifespan he won back.
We weave ancestral cultural healing wisdom into scientifically underpinned, evidence-based clinical practice — the best of both worlds, so every plan respects who you are and what the evidence shows.
OCTON isn't a chatbot wrapper. It's a clinical OS — symptom intake, structured history, Bayesian differentials, peer-reviewed citations, drug-interaction guardrails, clinician sign-off, and an immutable audit ledger.
Patient describes the issue in their own words — voice or text. OCTON parses location, onset, severity, modifiers, and accompanying signs into a structured object Whisper-clean.
OCTON conducts a focused history pass — PMH, family history, smoking, allergies, current meds — asking only what's needed for the differential it's already building.
Real Bayesian update — every symptom, sign, and lab moves the posterior probability of every condition in the registry. Top differentials surface with quantified lift over baseline.
Every recommendation is anchored to a peer-reviewed source — USPSTF, NCCN, AHA, ADA, AASLD, EASL, BMJ, NEJM, Lancet, JAMA. Citations are visible inline, with DOI, journal, year, and sample size.
Before any prescription recommendation is surfaced, OCTON cross-checks against ISMP & DDInter for major / moderate interactions, contraindications, and dose adjustments by renal / hepatic function.
Every AI recommendation routes through a clinician's queue. Sign-off, escalate, annotate, or override — every action timestamped and linked to the originating patient turn.
Immutable, timestamped, append-only ledger of every recommendation, citation, drug check, and sign-off. Export to FHIR R4 Provenance resources for compliance + medico-legal review.
Ask about cardiovascular risk, metabolic disease, MS, dementia screening, osteoporosis, mental health, infectious disease, dermatology, or any of the 18 cancers OCTON covers. The AI calls real catalog tools — you can see every step it takes.
Public demo · No PHI · Decision-support only · 13 specialties · cited to USPSTF · NCCN · AHA · ADA · AASLD
Mention a friend, a parent, a patient — by voice or by chat — and OCTON opens a separate case file for them. Their history, their documents, their story: filed under their name, recalled the moment you say it again. Nobody re-tells their story from scratch.
Cardio, metabolic, bone, neurology, pediatric vascular, liver — the same Bayesian + Hebbian + holistic-plan engine, six very different stories. Tap a persona to see the visit.
Marcus walked into the cubicle for a routine annual scan. He felt fine. Twenty minutes later, a coronary calcium score of 412 lit up an Agatston band that 96% of 52-year-olds never see. The Bayesian engine moved his 10-year ASCVD probability from 4.1% (pooled-cohort default) to 39.2% — a 9.5× lift. Untreated, his lipid panel + smoking + Stage-2 BP + impaired glucose stacked multiplicatively into a trajectory that would shorten his projected life by ~20 years — first MACE in his mid-50s. Same-day high-intensity statin + ASA + ACEi + smoking cessation programme + Mediterranean diet + 150 min/wk Z2. Two years later: LDL 64, BP 124/76, asymptomatic, tobacco-free. Marcus's likely first-MI age moved from his late 50s to his late 70s — a 28-year recovery of projected life and ~9 years above the average US 52-yo who never had his risk factors.
Agatston coronary artery calcium score 412 (LAD 218, LCx 86, RCA 108). Severe coronary calcification consistent with established atherosclerosis. No critical luminal stenosis identified on contrast pass.
Every item below is referenced to a clinical guideline or landmark trial. Together they're projected to add 28.5 years of life expectancy and drop 10-year risk from 42.0% → 6.0%.
Seven distinct days — Mediterranean reset, Asian-inspired, plant-forward, coastal harvest, Levantine, slow-cooked Italian, and garden harvest. Each meal grounded in PREDIMED-style cardio-protective whole foods.
Sign up free and OCTON HEALTH 360 runs the same Bayesian + holistic-plan pipeline on your actual labs, scans, and history.
Start free Walk the cubicle visit →A holistic, week-by-week recovery program for new mums — plus evidence-based plans for PCOS, perimenopause, menopause, PMS/PMDD, and endometriosis. OCTON synthesises ACOG · NICE · NAMS · WHO guidelines into the cleanest action plan you'll ever read.
Iron + DHA + collagen-rich plans tuned to lactation, post-pregnancy healing, PCOS insulin sensitivity, and menopause bone protection.
Build my menuPelvic-floor first. Diastasis-safe core. Graded return to impact. Heavy resistance for peri/menopause bone density. Every plan supervised by RCT-backed protocols.
Plan my movementBP screening 1 + 6 weeks postpartum, thyroid at 6 weeks + 6 months, OGTT for GDM, EPDS for mood. OCTON nudges you on cadence so nothing is missed.
See my checksEvery risk score is a genuine Bayesian posterior update, and every assessment teaches a shared co-occurrence matrix that learns how diseases actually cluster across cardiology, oncology, metabolic disease and mental health. No silos, no opaque scores.
logit(p) = logit(prior) + Σ ln(LR+)Each chip runs a fresh Bayesian trace live on your screen — computed, never pre-baked.
| Factor | LR+ | ln(LR) | Posterior after |
|---|---|---|---|
| bmi_high | 3.00 | 1.099 | 26.03% |
| family_history | 2.50 | 0.916 | 46.81% |
| physical_inactive | 1.70 | 0.531 | 59.93% |
| gestational_dm | 7.00 | 1.946 | 91.28% |
| pcos | 2.50 | 0.916 | 96.32% |
| prediabetes | 6.00 | 1.792 | 99.37% |
| high_risk_race | 1.80 | 0.588 | 99.65% |
Every assessment updates a shared symmetric matrix with Oja normalisation and passive decay. The brighter the cell, the stronger OCTON has learned a real cross-condition link.
Hundreds of peer-reviewed papers feed OCTON's clinical knowledge graph — NEJM, Lancet, BMJ, JAMA, Circulation, USPSTF, NCCN, AHA, ADA. Every recommendation links back to a citation with DOI, sample size, and effect.
SPRINT trial — intensive (target <120) vs standard (<140) systolic BP. Stopped early for benefit.
Lewington meta — 61 prospective studies, 1 M adults. Dose-response confirmed.
UKPDS-35 — 10-y prospective observational; T2D cohort. Cited in ADA & NICE guidance.
Lowered from 50 → 45 in 2021 (updated 2024). Multi-modality: FIT, mt-sDNA, colonoscopy.
CTT meta-analysis — 26 statin RCTs, individual-patient data. Linear dose-response.
Hadi 2022 — 24 RCT meta-analysis. Companion to the Hadith tradition of black-seed oil.
PREDIMED — EVOO and mixed-nut Med diet vs low-fat. Reanalysed and confirmed.
WHO IARC consensus. Independent of tobacco co-use. Oral, oesophageal, hepatocellular.
Watch OCTON's Bayesian engine update Marcus Chen's risk in real time — and watch the Hebbian memory learn the shared risk-factor hubs that drive his cluster. Same patient, two engines, side by side.
30-year smoker. Hypertensive. Family CAD. Walked into the cubicle feeling fine — left with a 9.5× Bayesian lift on coronary disease and a same-day statin start.
Three of Marcus's risk factors (smoking, hypertension, hyperlipidemia) fire through OCTON's diagnostic-odds update — logit(p) = logit(prior) + Σ ln(LR+) — and the posterior climbs through 22 discrete steps across 3 conditions.
Every cubicle visit teaches a shared symmetric matrix — W[i,j] ← W + η(1−W) with Oja normalisation and passive decay. Marcus's risk cluster reinforces the shared-hub edges below.
Behind the engine is a simple promise: warm, human care. Here's the welcome our clinicians want every patient to feel.
Every step is auditable. Every number traceable. No hand-waving between "the AI scans you" and "here's your plan" — these four boxes are the whole engine.
ECG · BP · SpO₂ · blood panel · dermoscopy · body-comp · retinal · gait · spirometry · HRV. 20 minutes, every system at once.
logit(p) = logit(prior) + Σ ln(LR+). Step-by-step trace; conservative LR⁻ for absent factors. Sackett 1985 diagnostic odds.
W[i,j] ← W[i,j] + η · x_i · x_j with Oja normalisation + passive decay. Shared risk-factor hubs collapse the silo.
Posterior tier → action timeline → cited guideline source. USPSTF / NCCN / AHA / ADA / AASLD / EASL all linked.
The whole pipeline is open. Run a cubicle → finalize → export the FHIR R4 Bundle and a print-friendly synopsis. Cited to USPSTF · NCCN v1.2025 · AHA/ACC 2024 · ADA 2025 · AASLD 2023 · EASL 2023 · ATA 2015 · ESMO 2024.
OCTON behaves like a multidisciplinary team — Triage routes the consult, eight specialists weigh in (Internal Medicine, Cardiology, Oncology, Neurology, Dermatology, Pediatrics, Psychiatry, Pharmacology), Evidence-review verifies citations, Safety-review red-flags risks. A consolidator merges the answer. The clinician signs off.
Every recommendation lands in the clinician's queue with the full evidence chain attached. Sign off, escalate, annotate, or override — one click, fully timestamped, FHIR-Provenance exportable.
Place your fingertip over your phone's rear camera (with flash) for 30 seconds. OCTON uses remote photoplethysmography — the same physics as a clinical pulse oximeter — to read your heart rate, HRV, SpO2, and blood pressure from the colour pulse your blood creates. Works on a laptop webcam too (face mode).
No signup. Your video never leaves your device. We only receive the aggregated colour signal (~22 KB) for analysis. Heart rate is clinically validated. SpO2 and BP are surfaced as research-grade with explicit confidence pills.
These are real demo personas seeded into OCTON HEALTH 360 — each showing how a single cubicle visit fires across specialties at once. The Hebbian co-occurrence matrix has already learned how their conditions cluster.
30-year smoker, 'felt fine'. Cubicle CACS 412, 9.5× CAD lift. Statin and lipid clinic same day.
Facial lesion. Pediatric module flagged segmental + V3 distribution — mandates MRA brain to rule out PHACE.
T2D + NAFLD F3 + hypertension + early arterial calcification. One cubicle visit, one insulin-resistance cluster.
Vision blur + Lhermitte's. MS ranked at 14× lift, MRI ordered. DMT started within 11 days.
Wrist fragility fracture. Cubicle DXA T-score -2.8 + dementia screen elevated. Bisphosphonate + memory clinic same week.
F2 fibrosis on FibroScan. DAA-cured in 12 weeks, parallel HCC surveillance opened. Liver as bridge: infectious meets oncology.
The frontal lobe holds clinical judgment together. OCTON's reasoning layer surfaces ranked differentials, evidence-cited next steps, and explicit uncertainty — so a clinician's decision-making time is multiplied, never substituted.
The parietal lobe integrates inputs across modalities. OCTON ships HL7 FHIR R4 bundles, SMART-on-FHIR v2 OAuth, DICOM raw-pixel exports, .ics calendars and signed share-links — so handing data to Epic, Cerner or your PCP takes one click.
The hippocampus consolidates memory. OCTON's patient memory layer carries every prior scan, risk assessment, plan and review through every new decision — and with comparative mode, you can watch how the exact same pipeline behaves across totally different risk profiles.
The occipital lobe processes the visual world. OCTON's vision layer reads mammography, MRI, CT, ultrasound, multi-frame DICOM and lab/path PDFs — surfaced through reporting systems clinicians already trust (BI-RADS, LI-RADS, Lung-RADS, Fukuoka, TIRADS, Bethesda).
Modelled on the cortical pathway that makes a human clinician good — parallel sensing across 10 modalities, durable memory across years, adaptive reasoning across 13 specialties. One AI, not thirteen apps.
Mammography, MRI / DICOM, CT, ultrasound, doppler, ECG, EEG, retinal fundus, dermoscopy, pathology slides, lab PDFs, validated mental-health questionnaires (PHQ-9 / GAD-7) — normalized into a single clinical signal.
Every prior scan, lab, vital sign and mood screen is retained so subtle evolution — radiological, metabolic, cognitive, psychological — is flagged 6–18 months earlier than single-read baselines.
OCTON's clinical AI produces BI-RADS / LI-RADS / Lung-RADS / ACC-AHA / ADA / DSM-5 aligned reads, ranked differentials and next-step actions across all 13 specialties.
Fifteen flagship modules across all 13 specialties — each anchored to a specific, named, peer-reviewed guideline. Not a marketing claim, an evidence statement. Hover any card to read the citation.
BI-RADS-aligned mammography, ultrasound + breast MRI second-read.
USPSTF 2024 (Grade B · 40–74 yr) · NCCN v1.2025 · ACR BI-RADS 5e
Low-dose CT nodule characterization with Lung-RADS reporting.
USPSTF 2021 (Grade B · 50–80 yr / 20-pack-yr) · NCCN v1.2025 · NLST 2011
Polyp + mass detection on colonoscopy, CT colonography, pathology.
USPSTF 2021 (Grade A · 45–75 yr) · NCCN v1.2025 · ACS 2018
CCTA + functional stress + CACS-driven primary prevention.
ACC/AHA 2024 Chest-Pain · MESA Calcium Score · ESC 2024 SCAD
Office + 24-hr ambulatory BP, target-organ protection.
ACC/AHA 2017 + Whelton 2023 update · SPRINT NEJM 2015
CHA₂DS₂-VASc + HAS-BLED stratification, opportunistic AFib detection.
AHA/ASA 2024 · ESC 2024 AFib · CHA₂DS₂-VASc validated cohort
Glycemic targets + cardiorenal protection (SGLT2 / GLP-1).
ADA Standards of Care 2025 · UKPDS · EMPA-REG OUTCOME 2015
FIB-4 + FibroScan-driven fibrosis stratification; HCC surveillance gateway.
AASLD 2023 (Rinella et al.) · EASL 2024 · resmetirom NEJM 2024
Mini-Cog / MoCA + reversible-cause work-up; family-history risk.
AAN 2020 · USPSTF 2020 (Insufficient evidence — case-finding)
Dissemination-in-space-and-time MRI criteria + CSF oligoclonal bands.
McDonald 2024 criteria · MAGNIMS 2021 · ECTRIMS
Universal PHQ-9 screening + stepped-care; suicide-risk escalation.
USPSTF 2023 (Grade B · all adults) · DSM-5-TR · APA 2024
One-time HCV + HBV screening · drives HCC + lymphoma silent decades.
USPSTF 2020 (Grade B · all adults) · CDC 2020 · AASLD 2023
FEV₁/FVC < 0.7 confirmation; smoking-driven irreversible obstruction.
GOLD 2024 Report · ATS/ERS · USPSTF 2022 (Grade D screening · symptomatic Dx)
eGFR + ACR-staged silent kidney loss; cardiorenal-protective dosing.
KDIGO 2024 CKD Guideline · CARES NEJM 2023 · finerenone FIDELIO 2020
Fragility-fracture prevention; T-score + 10-yr hip-fracture risk.
USPSTF 2025 (Grade B · ≥65 yr women) · NOF 2022 · FRAX validated
OCTON HEALTH 360 is clinical-decision support — every recommendation cites its primary source. Outcome data: Cox 2022 (Lancet Oncology · stage-shift), Sjöberg 2023 (Lancet Public Health · 30–60% mortality reduction in screened cohorts).
USPSTF A + B catalog
OCTON's risk engine, screening cadences, scan-AI categories, and cross-cancer correlations are calibrated against 15 free, peer-reviewed datasets, registries, and clinical-society guidelines. No proprietary black box — every line of reasoning has a citation a regulator or peer-reviewer can verify.
Open science underwrites every OCTON recommendation.
Largest public oncology imaging repository. Curated by NCI; underpins LIDC-IDRI, CBIS-DDSM, ProstateX, BraTS, and others.
OCTON use · Reference distributions for BI-RADS / LI-RADS / Lung-RADS category priors and modality coverage validation.
Gold-standard public LDCT corpus for lung-nodule detection benchmarks. Each nodule ≥3 mm has 4 independent expert annotations.
OCTON use · Lung-RADS calibration · nodule-attention region priors.
Curated, BI-RADS-labeled subset of the Digital Database for Screening Mammography. Re-processed for ML.
OCTON use · Mammography view priors and BI-RADS distribution validation.
MICCAI annual challenge providing the largest public multi-sequence MRI corpus with expert tumor segmentations.
OCTON use · Multi-sequence fusion methodology reference.
Landmark RCT proving 20% reduction in lung-cancer mortality from LDCT screening. Foundation of USPSTF Grade B recommendation.
OCTON use · Lung-screening eligibility priors and outcome calibration.
Joint NCI/NHGRI molecular characterization of 33 cancer types. Defines the modern molecular taxonomy of cancer.
OCTON use · Cross-cancer correlation grounding — hereditary syndrome → tumor-type mapping (BRCA, Lynch, HRD, MSI-H, TMB, BRAF, KRAS).
Sanger Institute's expert-curated somatic mutation catalogue. Driver-gene reference.
OCTON use · Biomarker validation for the genomic-correlation rows in the cross-cancer engine.
Independent volunteer panel issuing evidence-graded screening recommendations for the US.
OCTON use · Default preventative-plan engine — breast, colorectal, lung, cervical, prostate intervals.
Premier multi-society oncology guidelines — updated continuously and cited in every OCTON narrative.
OCTON use · Hereditary-syndrome management (BRCA1/2, Lynch, Li-Fraumeni) and anomaly-tier action thresholds.
American College of Radiology standardized reporting and data systems — every OCTON scan report emits in these systems.
OCTON use · Direct mapping into FHIR DiagnosticReport conclusionCode + scan-AI category emission.
American Association for the Study of Liver Diseases — guidance on HCC surveillance in cirrhotic patients.
OCTON use · LI-RADS rule emission and post-DAA HCC surveillance cadence.
European Society for Medical Oncology — international consensus guidelines used alongside NCCN.
OCTON use · Cross-region preventative-plan validation (NCCN-ESMO concordance).
Allen Institute's open atlas of mammalian brain gene expression and connectivity. Reference for the cortex-laminae-to-deep-net mapping.
OCTON use · Inspires the cortex⇄deep-net analogy used in the hero visualization.
NIH-funded open dataset of high-resolution functional and diffusion MRI across 1,200 healthy adults — basis for modern in-vivo connectomics.
OCTON use · Reference for the DTI tractography and fMRI activation overlays in the platform's visual identity.
Korbinian Brodmann's century-old cytoarchitectonic parcellation — still the lingua franca of cortex localization.
OCTON use · BA-area markers used throughout the visual cortex map (BA4, BA17, BA22, BA44/45).
Every risk calculator, screening schedule and reporting framework is traceable to a specific, citable source. Refreshed annually with USPSTF, NCCN, BMJ, EASL and ACS.
