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مقایسه شاخ‌به‌شاخ مدل‌های زیستی، موتورهای داکینگ و پایپ‌لاین‌های محاسباتی. فیلتر بر اساس مدل دسترسی، مصرف پردازشی و دسته‌بندی جهت اخذ تصمیم دقیق در کمتر از یک دقیقه.
| مشخصه | ＋ افزودن ابزار | |||
|---|---|---|---|---|
| Category | Research Imaging & Microscopy | Research Imaging & Structural Analysis | Research Imaging & Structural Analysis | — |
| Subcategory | Cryo-EM Processing Platform | Conventional or Statistical Baselines | Cell Segmentation | — |
| Company | Structura Biotechnology | Research / method authors | Van Valen Lab | — |
| Access mode | Free Academic / Paid Commercial | Confirm distribution and exact release | Research code or publication | — |
| Licence conditions | Proprietary / Free Academic License | NOT_INDEPENDENTLY_AUDITED | Check code and model weights separately | — |
| Compute requirements | Linux server with NVIDIA GPUs (RTX 4090, A100, or H100) | Version and data dependent | Check selected checkpoint and runtime; no GPU catalog recommendation | — |
| Biological application | Structural biology, drug-target complex resolution, and conformational dynamics | ثبت‌نشده | ثبت‌نشده | — |
| Research workflow | Automated pipeline from raw camera frames to sharpened 3D electron density maps | ثبت‌نشده | ثبت‌نشده | — |
| Evidence level | Widely published across Nature, Science, and Cell structure determinations | OFFICIAL_DOCUMENTATION | Peer-reviewed primary method | — |
| Commercial eligibility | Free for academic non-profit research; paid license for commercial industry use | NOT_INDEPENDENTLY_AUDITED | Unknown, requires audit | — |
| Price | Free for academic research / Paid commercial license | Verify access and licence | Check selected model licence | — |
| Availability ⓘ | Available via Structura Biotechnology portal | Method paper or official documentation | Public research method/code | — |
| Features | Ultra-fast GPU-accelerated algorithms for ab-initio 3D reconstruction, 3D Variability Analysis (3DVA) resolving continuous macromolecular motions and conformational landscapes, Live processing during automated microscope data collection sessions, Modern web-based graphical interface with multi-user project management | CellProfiler scientific method, Microscopy images and configured classical image-analysis modules, Segmented objects and quantitative image features | Automated cell instance segmentation using detector and Segment Anything models for supported microscopy., Individual cell instance masks | — |
| Entry type | Scientific Platform | Classical/statistical scientific method | Research AI model / method | — |
| AI role | Algorithmic Optimization & 3D Variability | NON_AI_CLASSICAL | Published biomedical AI method | — |
| Input data | ثبت‌نشده | Microscopy images and configured classical image-analysis modules | Microscopy images; chosen checkpoint and pixel size | — |
| Output data | ثبت‌نشده | Segmented objects and quantitative image features | Individual cell instance masks | — |
| Validation | ثبت‌نشده | Published method scope; no independent BioAtlas execution or benchmark | Requires independent dataset-specific evaluation | — |
| Type | Cryo-EM processing platform | ثبت‌نشده | ثبت‌نشده | — |
| Intended use | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |
| Compatibility | ثبت‌نشده | ثبت‌نشده | ثبت‌نشده | — |
| Manufacturer | Structura Biotechnology Inc. | ثبت‌نشده | ثبت‌نشده | — |
| Integration evidence | https://cryosparc.com | ثبت‌نشده | ثبت‌نشده | — |
| Laboratory handoff | Delivers 3D maps directly to molecular modeling and drug docking pipelines | ثبت‌نشده | ثبت‌نشده | — |