Renato Umeton

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Biography

1. Department of Informatics & Analytics, Dana-Farber Cancer Institute, Boston, MA 02215, USA
2. Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, NY 10021, USA
3. Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
4. Department of Biological Engineering, Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA

Publications

• The TRIPOD-LLM reporting guideline for studies using large language models.

  Gallifant J, Afshar M, Ameen S, Aphinyanaphongs Y, Chen S, Cacciamani G, Demner-Fushman D, Dligach D, Daneshjou R, Fernandes C, Hansen LH, Landman A, Lehmann L, McCoy LG, Miller T, Moreno A, Munch N, Restrepo D, Savova G, Umeton R, Gichoya JW, Collins GS, Moons KGM, Celi LA, Bitterman DS. Nat Med 2025

• Inferring gene regulatory networks of ALS from blood transcriptome profiles.

  Pappalardo XG, Jansen G, Amaradio M, Costanza J, Umeton R, Guarino F, De Pinto V, Oliver SG, Messina A, Nicosia G. Heliyon 2024 Dec 15

• The TRIPOD-LLM Statement: A Targeted Guideline For Reporting Large Language Models Use.

  Gallifant J, Afshar M, Ameen S, Aphinyanaphongs Y, Chen S, Cacciamani G, Demner-Fushman D, Dligach D, Daneshjou R, Fernandes C, Hansen LH, Landman A, Lehmann L, McCoy LG, Miller T, Moreno A, Munch N, Restrepo D, Savova G, Umeton R, Gichoya JW, Collins GS, Moons KGM, Celi LA, Bitterman DS. medRxiv 2024 Jul 25

• ChatGPT for digital pathology research.

  Omar M, Ullanat V, Loda M, Marchionni L, Umeton R. Lancet Digit Health 2024

• Genomic and Immunophenotypic Landscape of Acquired Resistance to PD-(L)1 Blockade in Non-Small-Cell Lung Cancer.

  Ricciuti B, Lamberti G, Puchala SR, Mahadevan NR, Lin JR, Alessi JV, Chowdhury A, Li YY, Wang X, Spurr L, Pecci F, Di Federico A, Venkatraman D, Barrichello AP, Gandhi M, Vaz VR, Pangilinan AJ, Haradon D, Lee E, Gupta H, Pfaff KL, Welsh EL, Nishino M, Cherniack AD, Johnson BE, Weirather JL, Dryg ID, Rodig SJ, Sholl LM, Sorger P, Santagata S, Umeton R, Awad MM. J Clin Oncol 2024 Apr 10