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Page 1
Radiological tumor classification across imaging modality and histology.
Wu J, Li C, Gensheimer M, Padda S, Kato F, Shirato H, Wei Y, Schönlieb CB, Price SJ, Jaffray D, Heymach J, Neal JW, Loo BW Jr, Wakelee H, Diehn M, Li R. Wu J, et al. Among authors: heymach j. Nat Mach Intell. 2021 Sep;3:787-798. doi: 10.1038/s42256-021-00377-0. Epub 2021 Aug 9. Nat Mach Intell. 2021. PMID: 34841195 Free PMC article.
Global analysis of shared T cell specificities in human non-small cell lung cancer enables HLA inference and antigen discovery.
Chiou SH, Tseng D, Reuben A, Mallajosyula V, Molina IS, Conley S, Wilhelmy J, McSween AM, Yang X, Nishimiya D, Sinha R, Nabet BY, Wang C, Shrager JB, Berry MF, Backhus L, Lui NS, Wakelee HA, Neal JW, Padda SK, Berry GJ, Delaidelli A, Sorensen PH, Sotillo E, Tran P, Benson JA, Richards R, Labanieh L, Klysz DD, Louis DM, Feldman SA, Diehn M, Weissman IL, Zhang J, Wistuba II, Futreal PA, Heymach JV, Garcia KC, Mackall CL, Davis MM. Chiou SH, et al. Among authors: heymach jv. Immunity. 2021 Mar 9;54(3):586-602.e8. doi: 10.1016/j.immuni.2021.02.014. Immunity. 2021. PMID: 33691136 Free PMC article.
Circulating Tumor DNA Dynamics Predict Benefit from Consolidation Immunotherapy in Locally Advanced Non-Small Cell Lung Cancer.
Moding EJ, Liu Y, Nabet BY, Chabon JJ, Chaudhuri AA, Hui AB, Bonilla RF, Ko RB, Yoo CH, Gojenola L, Jones CD, He J, Qiao Y, Xu T, Heymach JV, Tsao A, Liao Z, Gomez DR, Das M, Padda SK, Ramchandran KJ, Neal JW, Wakelee HA, Loo BW Jr, Lin SH, Alizadeh AA, Diehn M. Moding EJ, et al. Among authors: heymach jv. Nat Cancer. 2020 Feb;1(2):176-183. doi: 10.1038/s43018-019-0011-0. Epub 2020 Jan 20. Nat Cancer. 2020. PMID: 34505064 Free PMC article.
The histologic phenotype of lung cancers is associated with transcriptomic features rather than genomic characteristics.
Tang M, Abbas HA, Negrao MV, Ramineni M, Hu X, Hubert SM, Fujimoto J, Reuben A, Varghese S, Zhang J, Li J, Chow CW, Mao X, Song X, Lee WC, Wu J, Little L, Gumbs C, Behrens C, Moran C, Weissferdt A, Lee JJ, Sepesi B, Swisher S, Cheng C, Kurie J, Gibbons D, Heymach JV, Wistuba II, Futreal PA, Kalhor N, Zhang J. Tang M, et al. Among authors: heymach jv. Nat Commun. 2021 Dec 6;12(1):7081. doi: 10.1038/s41467-021-27341-1. Nat Commun. 2021. PMID: 34873156 Free PMC article.
Deep learning-based prediction of the T cell receptor-antigen binding specificity.
Lu T, Zhang Z, Zhu J, Wang Y, Jiang P, Xiao X, Bernatchez C, Heymach JV, Gibbons DL, Wang J, Xu L, Reuben A, Wang T. Lu T, et al. Among authors: heymach jv. Nat Mach Intell. 2021 Oct;3(10):864-875. doi: 10.1038/s42256-021-00383-2. Epub 2021 Sep 23. Nat Mach Intell. 2021. PMID: 36003885 Free PMC article.
Efficacy and clinicogenomic correlates of response to immune checkpoint inhibitors alone or with chemotherapy in non-small cell lung cancer.
Hong L, Aminu M, Li S, Lu X, Petranovic M, Saad MB, Chen P, Qin K, Varghese S, Rinsurongkawong W, Rinsurongkawong V, Spelman A, Elamin YY, Negrao MV, Skoulidis F, Gay CM, Cascone T, Gandhi SJ, Lin SH, Lee PP, Carter BW, Wu CC, Antonoff MB, Sepesi B, Lewis J, Gibbons DL, Vaporciyan AA, Le X, Jack Lee J, Roy-Chowdhuri S, Routbort MJ, Gainor JF, Heymach JV, Lou Y, Wu J, Zhang J, Vokes NI. Hong L, et al. Among authors: heymach jv. Nat Commun. 2023 Feb 8;14(1):695. doi: 10.1038/s41467-023-36328-z. Nat Commun. 2023. PMID: 36755027 Free PMC article.
Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study.
Saad MB, Hong L, Aminu M, Vokes NI, Chen P, Salehjahromi M, Qin K, Sujit SJ, Lu X, Young E, Al-Tashi Q, Qureshi R, Wu CC, Carter BW, Lin SH, Lee PP, Gandhi S, Chang JY, Li R, Gensheimer MF, Wakelee HA, Neal JW, Lee HS, Cheng C, Velcheti V, Lou Y, Petranovic M, Rinsurongkawong W, Le X, Rinsurongkawong V, Spelman A, Elamin YY, Negrao MV, Skoulidis F, Gay CM, Cascone T, Antonoff MB, Sepesi B, Lewis J, Wistuba II, Hazle JD, Chung C, Jaffray D, Gibbons DL, Vaporciyan A, Lee JJ, Heymach JV, Zhang J, Wu J. Saad MB, et al. Among authors: heymach jv. Lancet Digit Health. 2023 Jul;5(7):e404-e420. doi: 10.1016/S2589-7500(23)00082-1. Epub 2023 May 31. Lancet Digit Health. 2023. PMID: 37268451 Free PMC article.
Automated Cellular-Level Dual Global Fusion of Whole-Slide Imaging for Lung Adenocarcinoma Prognosis.
Diao S, Chen P, Showkatian E, Bandyopadhyay R, Rojas FR, Zhu B, Hong L, Aminu M, Saad MB, Salehjahromi M, Muneer A, Sujit SJ, Behrens C, Gibbons DL, Heymach JV, Kalhor N, Wistuba II, Solis Soto LM, Zhang J, Qin W, Wu J. Diao S, et al. Among authors: heymach jv. Cancers (Basel). 2023 Oct 1;15(19):4824. doi: 10.3390/cancers15194824. Cancers (Basel). 2023. PMID: 37835518 Free PMC article.
Circulating tumor DNA and radiological tumor volume identify patients at risk for relapse with resected, early-stage non-small-cell lung cancer.
Tran HT, Heeke S, Sujit S, Vokes N, Zhang J, Aminu M, Lam VK, Vaporciyan A, Swisher SG, Godoy MCB, Cascone T, Sepesi B, Gibbons DL, Wu J, Heymach JV. Tran HT, et al. Among authors: heymach jv. Ann Oncol. 2024 Feb;35(2):183-189. doi: 10.1016/j.annonc.2023.11.008. Epub 2023 Nov 21. Ann Oncol. 2024. PMID: 37992871 Free article.
Real-World Efficacy and Safety of Amivantamab for EGFR-Mutant NSCLC.
Wang K, Du R, Myall NJ, Lewis WE, Uy N, Hong L, Skoulidis F, Byers LA, Tsao A, Cascone T, Pozadzides J, Tu J, Negrao MV, Gibbons DL, Park K, Rinsurongkawong W, Lee JJ, Gandara D, Behl D, Shu CA, Riess JW, Baik C, Wakelee HA, Vaporciyan AA, Heymach JV, Zhang J, Le X. Wang K, et al. Among authors: heymach jv. J Thorac Oncol. 2024 Mar;19(3):500-506. doi: 10.1016/j.jtho.2023.11.020. Epub 2023 Nov 25. J Thorac Oncol. 2024. PMID: 38012986 Free article.
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