Table 1.
Comparative table of the different technical aspects between the 8 artificial intelligence systems
| Limbus | Thera-panacea | Mvision | Mirada | Rad-formation | Raysearch | Varian siemens | MIM | |
|---|---|---|---|---|---|---|---|---|
| Functionality | ||||||||
| Algorithm type | Deep learning | Deep learning | Deep learning | Deep learning | Deep learning | Deep learning | Deep learning | Deep learning |
| Version | 1.7.0 | 1.11.2 | 1.2.3 | 1.8.6.44363 | 2.0.19 | 12A | A50a | 7.2.7 |
| Automatic contouring (via Dicom tag) | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes |
| Based on international contouring guidelines | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Contouring time(min) | 1–3 | 1–2 (up to 10) | 1–10 | 15 | 0.30 | 1–2 | 1–2 | < 1–10 |
| Settings | ||||||||
| Changes the name, color and order of structures | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Contouring 1 cut/2 | Yes | No | Yes | Yes | Next version | No | No | Yes |
| Segmentation of prostheses | Next version | No | Yes | No | No | No | No | No |
| Generation of templates with empty structures | Yes | No | Yes | Yes | Yes | Yes | Yes | Yes |
| Generation of structures with margins/Boolean operation | Next version | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Software language | EN/FR/DE/Eb | EN/FRb | EN/FRb | ENb | ENb | ENb | 7 languages including EN/FR/DEb | EN/FRb |
| Hardware | ||||||||
| Cloud version | No | Yes | Yes | Yes | Yes | No | Yes | Yes |
| Data anonymization | No | Yes | Yes | Yes | Yes | No | Yes | Yes |
| Locally installed | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes |
| Hardware requirements |
Works on a local PCc Windows 10 No GPUd card needed Can be installed on a computer virtual machine |
Server |
Intel/AMD × 86 processor 2 GBe RAMf Hard disk 32 GBe HDD/SSDg |
Server (with remote access, with citrix access, with thin or thick clients) |
CPU⁸-based Google Cloud server |
Server |
Multi-software physical server or virtualized server Windows environment |
Server |
| Technical needs | ||||||||
| Can be used on several sites | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Update | 4 per year | 2–3 per year | 2 per year | No | 2–3 per year | 1 per year | 1–2 per year | 2–3 per year |
|
Installation Formation Technical support |
Online or onsite training 24h technical support |
User training Response in 6 working hrs Online technical support |
User training Hotline in France |
Onsite or video training Technical support via email and hotline |
Video training Hotline European technical support by email |
-On-site training - On-site installation with local ITa⁰ team |
Support by IT11 technical team Large hotline Online training |
On-site training in French Technical support available and responsive |
aVersion A50 teamplay Organs RT (pre-release version); bEN/FR/DE/E: English/French/German/Español; cPersonal Computer; dGraphics Processing Unit; eGigabytes; fRandom Access Memory; gHard Disk Drive/Solid State Srive; hCentral Processing Unit; iInformation Technology