Toxicity assessment in preclinical histopathology via class-aware Mahalanobis distance for known and novel anomalies.
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| Title: | Toxicity assessment in preclinical histopathology via class-aware Mahalanobis distance for known and novel anomalies. |
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| Authors: | Graf O; Tübingen AI Center, University of Tübingen, Tübingen, Germany. olga.graf@uni-tuebingen.de., Patel D; Toxicologic Pathologist, Gujarat, India., Groß P; Boehringer Ingelheim Pharma GmbH and Co., Biberach an der Riß, Germany., Lempp C; Boehringer Ingelheim Pharma GmbH and Co., Biberach an der Riß, Germany., Hein M; Tübingen AI Center, University of Tübingen, Tübingen, Germany., Heinemann F; Boehringer Ingelheim GmbH, Biberach an der Riß, Germany. |
| Source: | Scientific reports [Sci Rep] 2026 Jun 17; Vol. 16 (1). Date of Electronic Publication: 2026 Jun 17. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-56510-9 |
