Active Inference for Antimicrobial Resistance Mechanism Identification
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Zenodo
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| Natura: | Recurso digital |
| Lingua: | inglese |
| Pubblicazione: |
Zenodo
2026
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| _version_ | 1866901035382996992 |
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| author | Chouhan, Rahul Parmar, Dheeraj |
| author_facet | Chouhan, Rahul Parmar, Dheeraj |
| contents | <p>We present the Prometheus Active Inference Engine applied to antimicrobial resistance (AMR) mechanism identification, a task where clinicians identify the specific resistance mechanism (e.g., NDM-1, KPC-2) in a carbapenem-resistant isolate using limited diagnostic tests.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19414381 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Active Inference for Antimicrobial Resistance Mechanism Identification Chouhan, Rahul Parmar, Dheeraj Active Inference <p>We present the Prometheus Active Inference Engine applied to antimicrobial resistance (AMR) mechanism identification, a task where clinicians identify the specific resistance mechanism (e.g., NDM-1, KPC-2) in a carbapenem-resistant isolate using limited diagnostic tests.</p> |
| title | Active Inference for Antimicrobial Resistance Mechanism Identification |
| topic | Active Inference |
| url | https://doi.org/10.5281/zenodo.19414381 |