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Compare biological models, docking engines, and computational workflows side-by-side. Filter by access model, compute footprint, and category to reach an actionable decision table in under a minute.
| Attribute | ＋ Add tool | |
|---|---|---|
| Category | Research Imaging & Structural Analysis | — |
| Subcategory | Research Pathology | — |
| Company | Mahmood laboratory | — |
| Access mode | Public code / project terms | — |
| Licence conditions | Review code, weights, data and service terms separately | — |
| Compute requirements | See source requirements for selected configuration | — |
| Biological application | Not recorded | — |
| Research workflow | Not recorded | — |
| Evidence level | Project/provider documentation; no local benchmark | — |
| Commercial eligibility | Not independently confirmed | — |
| Price | See project terms; compute costs may apply | — |
| Availability ⓘ | See project release and maintenance status | — |
| Features | Weakly supervised whole-slide image classification, Input: Slide image features and slide-level labels, Output: Slide classifications and attention maps | — |
| Entry type | Research software / framework | — |
| AI role | Scientific machine learning | — |
| Input data | Slide image features and slide-level labels | — |
| Output data | Slide classifications and attention maps | — |
| Validation | Not recorded | — |
| Type | Not recorded | — |
| Intended use | Biological and pharmaceutical research | — |
| Compatibility | Not recorded | — |
| Limitations | Attention maps are not proof of causal pathology; evaluate across institutions and scanners. | — |