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Page 1
Discovery of sparse, reliable omic biomarkers with Stabl.
Hédou J, Marić I, Bellan G, Einhaus J, Gaudillière DK, Ladant FX, Verdonk F, Stelzer IA, Feyaerts D, Tsai AS, Ganio EA, Sabayev M, Gillard J, Amar J, Cambriel A, Oskotsky TT, Roldan A, Golob JL, Sirota M, Bonham TA, Sato M, Diop M, Durand X, Angst MS, Stevenson DK, Aghaeepour N, Montanari A, Gaudillière B. Hédou J, et al. Among authors: bonham ta. Nat Biotechnol. 2024 Jan 2. doi: 10.1038/s41587-023-02033-x. Online ahead of print. Nat Biotechnol. 2024. PMID: 38168992
Stabl: sparse and reliable biomarker discovery in predictive modeling of high-dimensional omic data.
Hédou J, Marić I, Bellan G, Einhaus J, Gaudillière DK, Ladant FX, Verdonk F, Stelzer IA, Feyaerts D, Tsai AS, Ganio EA, Sabayev M, Gillard J, Bonham TA, Sato M, Diop M, Angst MS, Stevenson D, Aghaeepour N, Montanari A, Gaudillière B. Hédou J, et al. Among authors: bonham ta. Res Sq [Preprint]. 2023 Feb 28:rs.3.rs-2609859. doi: 10.21203/rs.3.rs-2609859/v1. Res Sq. 2023. PMID: 36909508 Free PMC article. Updated. Preprint.
Spatial subsetting enables integrative modeling of oral squamous cell carcinoma multiplex imaging data.
Einhaus J, Gaudilliere DK, Hedou J, Feyaerts D, Ozawa MG, Sato M, Ganio EA, Tsai AS, Stelzer IA, Bruckman KC, Amar JN, Sabayev M, Bonham TA, Gillard J, Diop M, Cambriel A, Mihalic ZN, Valdez T, Liu SY, Feirrera L, Lam DK, Sunwoo JB, Schürch CM, Gaudilliere B, Han X. Einhaus J, et al. Among authors: bonham ta. iScience. 2023 Nov 20;26(12):108486. doi: 10.1016/j.isci.2023.108486. eCollection 2023 Dec 15. iScience. 2023. PMID: 38125025 Free PMC article.
Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study.
Oakden-Rayner L, Gale W, Bonham TA, Lungren MP, Carneiro G, Bradley AP, Palmer LJ. Oakden-Rayner L, et al. Among authors: bonham ta. Lancet Digit Health. 2022 May;4(5):e351-e358. doi: 10.1016/S2589-7500(22)00004-8. Epub 2022 Apr 5. Lancet Digit Health. 2022. PMID: 35396184 Free article.