Oracle vs Siemens Healthineers

Low-code/pro-code platform to design, configure, test and deploy AI agents natively within Oracle Fusion Cloud Applications, with pre-built templates, multi-agent orchestration and document/RAG support across ERP, HCM, SCM and CX.

Agent that automates clinical documentation, coding, dictation and chart review for physicians inside Oracle Health's EHR platform.

Multi-modality imaging decision support that pre-reads CT and MR studies — highlighting findings and taking measurements automatically — delivered as extensions on the teamplay digital health platform.

Deep-learning MR image reconstruction software that denoises and super-resolves acquisitions to accelerate MRI scans while maintaining or increasing resolution.

Varian's radiotherapy treatment-planning system, covering photon, proton, electron and brachytherapy dose calculation. Its AI Contouring is embedded rather than bolted on: deep-learning structure delineation that generates contours from CT and MRI for over 200 anatomical structures, including organs-at-risk, lymph nodes and brain metastases, built on RTOG, ESTRO and DAHANCA guidelines. The v18.1 release that carries AI Contouring is CE marked with its 510(k) pending, and is not sold in the US or in all markets.

Varian's adaptive radiotherapy system, marketed as an Adaptive Intelligence solution: AI segmentation contours the day's anatomy and AI planning re-optimises the treatment while the patient is on the couch, so the plan follows the tumour rather than the plan made weeks earlier.

AI imaging chain for Artis angiography systems that applies deep-learning noise reduction to live fluoroscopy and DSA in real time, delivering higher-quality low-dose images during image-guided procedures.

Knowledge-based treatment planning inside Eclipse: models learned from a clinic's own prior plans estimate the achievable dose-volume histogram for a new patient, so a planner benchmarks against past practice instead of starting from scratch. Pre-loaded DVH estimation models from named institutions ship with it.

AI-guided scanner operating interface that turns clinical questions into optimized acquisition and reconstruction parameters, with an AI-powered Autosuite (AutoAlign, AutoBolus Detection, AutoLabeling) across CT, MR, radiography and SPECT/CT systems.

AI-based software for coronary CT angiography that automatically segments and labels the coronary tree and quantifies plaque types to support coronary artery disease management and PCI planning.