Author Page for Fabio Girardi

Development of a machine learning model to guide further metastatic biopsy decision in patients with HER2-0 status on both primary breast cancer and first biopsied metastatic site: who should undergo a repeated biopsy to detect HER2-low gain?

Number of pages: 17 Posted: 12 Jan 2026

affiliation not provided to SSRN, affiliation not provided to SSRN, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, affiliation not provided to SSRN, London School of Hygiene & Tropical Medicine - Cancer Survival Group, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sapienza University of Rome, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, University of Padua - Department of Medicine, Università di Padova - Dipartimento di Scienze Chirurgiche and affiliation not provided to SSRN

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Abstract:

Development of a machine learning model to guide further metastatic biopsy decision in patients with HER2-0 status on both primary breast cancer and first biopsied metastatic site: who should undergo a repeated biopsy to detect HER2-low gain?

Number of pages: 17 Posted: 14 Jan 2026

affiliation not provided to SSRN, affiliation not provided to SSRN, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, affiliation not provided to SSRN, London School of Hygiene & Tropical Medicine - Cancer Survival Group, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Sapienza University of Rome, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Fondazione IRCCS Istituto Nazionale dei Tumori, affiliation not provided to SSRN, University of Padua - Department of Medicine, Università di Padova - Dipartimento di Scienze Chirurgiche and affiliation not provided to SSRN

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Fabio Girardi

London School of Hygiene & Tropical Medicine - Cancer Survival Group

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Scholarly Papers (1)

Development of a machine learning model to guide further metastatic biopsy decision in patients with HER2-0 status on both primary breast cancer and first biopsied metastatic site: who should undergo a repeated biopsy to detect HER2-low gain?

Development of a machine learning model to guide further metastatic biopsy decision in patients with HER2-0 status on both primary breast cancer and first biopsied metastatic site: who should undergo a repeated biopsy to detect HER2-low gain?

Abstract:

Development of a machine learning model to guide further metastatic biopsy decision in patients with HER2-0 status on both primary breast cancer and first biopsied metastatic site: who should undergo a repeated biopsy to detect HER2-low gain?

Abstract: