Research Focus

SKI Clinical Lab Services; Machine Learning Scientist

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1. Real-world deployment of a fine-tuned pathology foundation model for lung cancer biomarker detection

   Journal Article

   Campanella, G.; Kumar, N.; Nanda, S.; Singi, S.; Fluder, E.; Kwan, R.; Muehlstedt, S.; Pfarr, N.; Schüffler, P. J.; Häggström, I.; more...
   Nature Medicine (2025)

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2. Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

   Journal Article

   Zenk, M.; Baid, U.; Pati, S.; Linardos, A.; Edwards, B.; Sheller, M.; Foley, P.; Aristizabal, A.; Zimmerer, D.; Gruzdev, A.; more...
   Nature Communications (2025)

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3. Foundation model-based artificial intelligence models reliably identify spread through air spaces (STAS) in lung adenocarcinoma (LUAD)

   Meeting Abstract

   Aly, R. G.; Kumar, N.; Nanda, S.; Singi, S.; Goldgof, G.; Chang, J.; Travis, W.; Vanderbilt, C.
   Laboratory Investigation (2025)

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