All RadioGx features

Workspace

The RadioGx Workspace is a browser-only research search that interprets a query (gene, variant, radiopharmaceutical, radionuclide, target, trial ID, PMID, DOI, dataset, device or patent), shows every reading with a heuristic confidence score, and then fetches public evidence directly from the source.

• Entity resolution with a 0–100 heuristic confidence score and the signals behind it
• Ten lenses: evidence map, nuclear medicine and theranostics, imaging biomarkers, public datasets, trials, regulatory and safety, dosimetry context, literature, patents and globe
• Live ClinicalTrials.gov, openFDA, Europe PMC, PubMed, OpenAlex, NCI GDC, TCIA and IDC lookups from your browser
• Every record shows its source, retrieval time and match strength
• Command palette (Ctrl+K), export to your own device, no storage on any server

Radiogenomics workspace

The radiogenomics workspace links imaging research questions to genes, variants, open cancer genomics frequencies, public imaging collections with documented genomic pairing, literature and trials, and labels how every link was made.

• Gene and variant lookups (MyGene, Ensembl, UniProt) with open NCI GDC frequencies
• Public imaging collections (TCIA, NCI IDC) with documented genomic pairing flagged
• Literature and trial evidence for imaging-genomic questions
• Derived links labelled as derived; no inferred imaging-genomic associations

Imaging & nuclear medicine

The imaging and nuclear medicine hub is a reference index of radionuclides with reference half-lives, theranostic pairs and radiopharmaceuticals by target, linked to live trials, labels, devices and literature.

• Radionuclide table with reference half-life, decay mode and typical role
• Theranostic pairs and targets (SSTR2, PSMA, FAP and more)
• One-click searches into trials, labels, devices and literature
• Links to the IAEA LiveChart for authoritative nuclear data

Global Activity Globe

The Global Activity Globe plots public trial sites, publication institution countries and regulator jurisdictions for a radiogenomics or nuclear medicine query on a draggable globe, with a full accessible list fallback.

• Trial site and institution country markers from public records
• Regulator jurisdictions for labels and approvals
• Keyboard-operable globe plus a complete table fallback
• No device location is ever requested

Repository Radar

Repository Radar finds open-source medical imaging, radiomics, DICOM, nuclear medicine and AI repositories and datasets on GitHub and Hugging Face, with licence, activity and caveat labels.

• GitHub and Hugging Face search from your browser
• Licence, last-activity and archived signals
• Caveat labels for clinical-use and data-licence limits
• Curated starting points for radiomics and DICOM tooling

Coverage Console

The Coverage Console lists every source RadioGx uses or links to, with its tier (verified browser access, candidate, link-out only or restricted), live status this session and the governance flags that apply.

• Source tiers: verified, candidate, link-out and restricted
• Optional live status probe that runs only when you ask
• Governance flags such as licence terms and controlled access
• Explains why some sources are link-out only

BYOK AI settings

The BYOK AI hub is where you connect your own AI provider key once. Shared settings power Scenario Lab, Discovery, Interactions, Supply chain, Model tools, the Imaging AI buttons and the AI dock on every page.

• Anthropic, OpenAI, Google Gemini, OpenRouter, Hugging Face and any OpenAI-compatible or segmentation endpoint
• Choose memory, session or device storage for your key
• Direct browser calls or an optional stateless PHP relay
• Save-and-test connection check

Scenario Lab

Scenario Lab turns a frozen snapshot of public evidence (ClinicalTrials.gov, Europe PMC, UniProt, PubChem, openFDA) and explicit assumptions into synthetic stakeholder rounds, then a separate final AI inference and synthesis with a conceptual development flow.

• Evidence snapshots from ClinicalTrials.gov, Europe PMC, UniProt, PubChem and openFDA
• Configurable synthetic stakeholder agents and discussion rounds
• Separate final inference and synthesis call with findings, uncertainty, agreement and gaps
• Conceptual drug or vaccine development flow with validation gates
• World view on a 3D globe, checkpoints and resume after a failed stage
• Every item labelled FACT, DERIVED, ASSUMPTION or SIMULATED; JSON export

Drug & vaccine discovery

Drug and vaccine discovery turns a research brief (target or antigen, indication, modality, objective) into public evidence from Europe PMC and PubChem, optional real RDKit molecular descriptors, and a BYOK AI report with candidate concepts, a conceptual development flow, a validation plan and decision gates.

• Small-molecule, biologic and vaccine tracks
• Europe PMC literature and PubChem compound evidence
• Real RDKit descriptors computed in your browser and kept separate from AI output
• Candidate hypotheses, conceptual synthesis or development flow, simulation plan and decision gates
• Explicit provider-sharing consent and JSON study export

Drug & vaccine interactions

Drug and vaccine interaction research checks every unordered pair of two to six products against public openFDA label excerpts, keeps every empty result and failure visible, and asks your own AI to synthesize possible mechanisms and an evidence review plan.

• Two to six products, all unordered pairs
• openFDA label retrieval with visible coverage gaps
• Import of public label JSON with unverified attribution flagged
• BYOK mechanism and uncertainty synthesis
• Research report JSON export; no combination is ever cleared as safe

Supply chain intelligence

Healthcare supply chain intelligence is a browser planning workbench that projects stock with first-expiry-first-out consumption, delivery delays, demand surges and cold-chain holds, compares baseline and disruption, and asks your own AI to synthesize the planning risks.

• Editable inventory with clearly synthetic examples
• CSV and JSON import and export with validation
• Baseline versus demand surge, delivery delay and cold-chain hold scenarios
• Daily FEFO expiry, days cover, safety stock, reorder point and order gap
• Stock projection chart and per-product risk list
• BYOK risk synthesis; no procurement action is ever taken

Research model tools

Research model tools execute real calculations: RDKit molecular descriptors run in an isolated browser worker, and an optional separately deployed service runs RDKit Python, Biopython protein properties and OR-Tools stock allocation. Results name the engine and version; AI interpretation is a separate step.

• RDKit WASM descriptors and canonical structures in your browser
• Optional authenticated model service (RDKit, Biopython, OR-Tools)
• Protein sequence physical properties (not immunogenicity)
• Single-product priority-weighted stock allocation
• Computed JSON export and optional BYOK interpretation

Patent Intelligence

RadioGx Patent Intelligence searches patents from offices worldwide, maps filings and flows on a 3D globe, follows applicants, and reviews expiry candidates and claim charts, with every field naming its public source.

• Command globe of patent offices and filing flows
• Search, patent view, landscape and technology terrain
• Families and citation map
• Expired patents, expiry review and claim charts
• Compound lens linking chemistry to patents
• Applicant watchlist, dossier, comparison, corporate tree, signals and monitor
• Offices worldwide, sources and AI analyst (BYOK)

Competitor Intelligence

RadioGx Competitor Intelligence maps pharma, biotech, medtech, diagnostics and hospital competitors on a 3D globe and follows their approvals, recalls, trials, trial sites, plants, research, filings, hiring and news from public sources.

• Situation room globe with headquarters, subsidiaries, plants and trial sites
• Ready-made watchlists such as global pharma, medtech and oncology diagnostics
• All signals: approvals, recalls, trials, papers, filings, hiring and news
• Dossier, compare, landscape, journeys and relationships
• Markets and risk view and a BYOK AI analyst

Imaging Workbench & OHIF

The Imaging Workbench opens de-identified DICOM, PNG or JPEG files in browser memory, embeds the full self-hosted OHIF Viewer for multi-series studies and DICOMweb, and lets your own AI key describe, teach, quality-check and segment images for research and teaching.

• Memory-only DICOM, PNG and JPEG viewer
• Full self-hosted OHIF Viewer and DICOMweb data sources
• BYOK describe, teach, QC and segmentation buttons
• Nothing is uploaded to RadioGx

OHIF viewer integration

The OHIF integration notes explain how RadioGx pairs with a self-hosted OHIF DICOM viewer: hosting, DICOMweb data sources, configuration, content security policy and privacy rules for imaging data.

• Hosting and DICOMweb configuration notes
• Content security policy guidance
• Privacy rules for imaging data

Labs

RadioGx Labs are interactive teaching calculators for radiopharmacy, radiobiology, pharmacology and genomics: decay chains, production yield, shipment windows, gamma-spectrum identification, the LQ model, dose response, molecules and variant tiering, plus the Isotope Logistics game.

• Eight labs built on named open-source methods
• Real ICRP-107 decay data through radioactivedecay
• Teaching values, never patient dosimetry

Decay and ingrowth lab

The Decay lab decays any of about 1,500 radionuclides with full chains, branching fractions and metastable states using ICRP-107 data through radioactivedecay, so you can watch Tc-99m grow in from Mo-99 or Ac-225 reach equilibrium with its daughters.

• ICRP-107 nuclear data via radioactivedecay
• Full progeny chains, branching fractions and metastable states
• Activity versus time charts and tables

Isotope production lab

The production lab teaches the activation equation behind cyclotron and reactor isotope production: production rate from beam current, target and cross section, saturation, end-of-bombardment activity and cooling.

• Production rate from beam current and cross section
• Saturation factor and end-of-bombardment activity
• Cooling and decay after bombardment

Shipment window lab

The shipment lab models departure activity, transit time and delays to show the latest usable arrival time for a radiopharmaceutical dose and the activity lost per extra minute, with a decay manifest in the spirit of isotope-relay and RadSheet.

• Departure activity, transit and delay modelling
• Latest usable arrival time
• Decay manifest export

Gamma spectrum ID lab

The spectrum lab is a game and a tool: identify mystery sources from simulated gamma detector spectra, then use template fitting to estimate the mix in the style of PyRIID, or load your own spectrum file.

• Simulated detector spectra quiz
• Template fitting to estimate the source mix
• Load your own spectrum file

Radiobiology lab

The radiobiology lab fits cell survival with the linear-quadratic model (SF2, α/β, D10, AUC) and converts fractionation schemes and protracted radionuclide doses to BED and EQD2.

• LQ survival fitting with SF2, α/β, D10 and AUC
• BED and EQD2 conversion
• Protracted radionuclide dose delivery

Dose response lab

The dose response lab fits Hill curves to viability data with the PharmacoGx model (EC50, IC50, Einf, AAC) or pulls real cell-line experiments from PharmacoDB.

• Hill curve fitting with EC50, IC50, Einf and AAC
• PharmacoDB cell-line experiments
• Paste your own viability data

Molecules lab

The molecules lab looks up compounds in PubChem, scores drug-likeness with QED and REINVENT-style desirability, and with your own AI key proposes generative design ideas for review.

• PubChem compound lookup
• QED drug-likeness and REINVENT-style desirability scoring
• BYOK generative design suggestions

Variant tiering lab

The variant lab classifies a cancer variant into PCGR-style tiers from live CIViC evidence and ranks therapies by the strength and direction of that evidence, for research and teaching.

• Live CIViC evidence lookup
• PCGR-style tiering
• Therapy ranking by evidence strength and direction

Isotope Logistics game

Isotope Logistics is a free browser transport game in the spirit of OpenTTD: build roads, run shielded vans and air couriers from reactors, cyclotrons and generator labs to hospitals, and beat the half-life with real decay physics across twelve scenarios.

• Twelve scenarios from a free sandbox to Mo-99 shortages, Ac-225 scarcity, winter storms and multi-isotope networks
• Real decay physics: F-18, Ga-68, Tc-99m (Mo-99 ingrowth), Cu-64, Zr-89, I-123, I-131, Lu-177, Y-90 and Ac-225
• Disruption events: reactor outages, cyclotron breakdowns, floods, grounded flights, customs holds and demand surges
• Delivery deadlines, budgets, reputation and star ratings
• Keyboard-accessible toolbar, dispatch log and fleet panel

Education Hub

The RadioGx Education Hub offers free, original lessons on radiogenomics, nuclear medicine, theranostics, imaging biomarkers, radiomics, dosimetry concepts, trials and public data, with quizzes, learning paths and a glossary.

• Eight learning paths
• Lessons with quizzes and myth-versus-fact panels
• Glossary of over 100 terms
• Works without JavaScript

Radiogenomics lessons

Imaging features, genomic features and why an association is not a test.

Nuclear medicine foundations

Tracer principle, decay, PET, SPECT and hybrid imaging.

Radiopharmaceuticals & theranostics

Theranostic pairs, targets, alpha and beta therapy.

Imaging biomarkers

SUV, PET quantification and structured reporting.

Radiomics

Pipeline, feature families, reproducibility and AI segmentation.

Dosimetry & radiation safety

Half-lives, absorbed versus effective dose and MIRD.

Trials, regulators & literature

Reading trials, labels, clearances, preprints and patents.

Public datasets & tools

TCIA, IDC, GDC, cBioPortal and open-source tooling.

Learning paths

Eight structured paths from first principles to evidence literacy.

Glossary

Definitions for radiogenomics and nuclear medicine terms.