Michael Berger

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职业迁徙

个人简介

The focus of the Berger laboratory is to characterize the spectrum of genetic mutations in human tumors in order to identify biomarkers of cancer progression and drug response.

研究兴趣

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Figure S10: KRAS Shapley Values Across Typessupplementary Data from Deep-Learning Model for Tumor-Type Prediction Using Targeted Clinical Genomic Sequencing Data

Madison Darmofal,Shalabh Suman,Gurnit Atwal,Michael Toomey,Jie-Fu Chen,Jason C. Chang,Efsevia Vakiani,Anna M. Varghese,Anoop Balakrishnan Rema,Aijazuddin Syed,Nikolaus Schultz,Michael F. Berger,Quaid Morris

crossref（2024）

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Figure S6: Individual Type Shapley Values from Deep-Learning Model for Tumor-Type Prediction Using Targeted Clinical Genomic Sequencing Data

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Genomic Landscape of Adenocarcinomas Across the Gastroesophageal Junction: Moving on from the Siewert Classification

Masaya Nakauchi,Henry S Walch,Samuel Nussenzweig,Rebecca Carr,Elvira Vos,Michael F Berger,Nikolaus Schultz,Yelena Janjigian,Abraham Wu,Laura Tang,Pari Shah, David R Jones, Dan Coit,Vivian E Strong,Daniela Molena,Smita Sihag

Annals of surgery (2024)

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Clinical Utility of Plasma Cell-Free DNA in Pancreatic Neuroendocrine Neoplasms

Darren Cowzer,Ronak H. Shah,Joanne F. Chou,Ritika Kundra,Sippy Punn,Laura Fiedler,April DeMore,Marinela Capanu,Michael F. Berger,Diane Reidy-Lagunes,Nitya Raj

ENDOCRINE-RELATED CANCERno. 4 (2024)

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Abstract 6570: HLA Genotyping and HLA-based Clinical Trial Matching Using MSK-IMPACT, a Targeted Next-Generation Sequencing Assay

Monica F. Chen, Michael V. Gormally,Anne Marie Noronha, Kristalla Panageas, Maggie Reynolds, Kaelyn Kohlasch,Bryan Novak, Tatiana Kee-Velez, Nikeysha Clarke,Chrisann Kyi,Claire Friedman,Sandra D'Angelo,Mark G. Kris,Christopher A. Klebanoff, Ronak Shah,Michael Berger,Chaitanya Bandlamudi,Alexander Drilon,Mark T. Donoghue

CANCER RESEARCHno. 6 (2024)

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Figure S3: Confusion Matrix Across All Confidence Predictions from Deep-Learning Model for Tumor-Type Prediction Using Targeted Clinical Genomic Sequencing Data

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Figure S4: Ancestry Accuracy Differentials from Deep-Learning Model for Tumor-Type Prediction Using Targeted Clinical Genomic Sequencing Data

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Supplementary Methods from Deep-Learning Model for Tumor-Type Prediction Using Targeted Clinical Genomic Sequencing Data

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