Author

Silvia Kalantari

University of PaviaORCID 0000-0002-9459-9741Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander HustinxiD· 2 shared Behnam JavanmardiiD· 2 shared Fabio SirchiaiD· 2 shared Himanshu GoeliD· 2 shared Jean Tori PanteliD· 2 shared Larissa MatterniD· 2 shared Miriam ElbrachtiD· 2 shared Shahida MoosaiD· 2 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Alexander HustinxORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Bone2Gene: Next-generation Phenotyping of Rare Bone Diseases

Eike Bolmer, Philipp Schmidt, Isabel Fischer, Sebastian Rassmann, Adele Ruder, Alexander Hustinx, Aron Kirchhoff, Christoph Beger, Kyra Skaf, Minu Fardipour, Tzung‐Chien Hsieh, Alexandra Keller, Alberto De Rosa, Silvia Kalantari, Fabio Sirchia, , Behnam Javanmardi

Bone2Gene uses deep learning to classify rare bone diseases from hand radiographs, achieving high accuracy for distinct disorders but lower for overlapping ones.

medRxiv · Mar 27, 2026 · PreprintGenetic & Genomic Medicine

GestaltMatcher Database - A global reference for facial phenotypic variability in rare human diseases

Hellen Lesmann, Alexander Hustinx, Shahida Moosa, Hannah Klinkhammer, Elaine J. Marchi, Pilar Caro, Ibrahim M. Abdelrazek, Jean Tori Pantel, Merle ten Hagen, Meow‐Keong Thong, Rifhan Azwani Mazlan, Sok Kun Tae, Tom Kamphans, Wolfgang Meiswinkel, Jingmei Li, , Miray Karakoyun

The paper introduces the GestaltMatcher Database (GMDB), a global facial phenotypic reference for rare diseases, showing improved NGP performance with diverse ancestry data.

medRxiv · Jun 6, 2023 · PreprintGenetic & Genomic Medicine