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Papers共 22 篇Author StatisticsCo-AuthorSimilar Experts

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A Genomics-Driven Artificial Intelligence-Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers CDH1 Inactivating Mechanisms

Fresia Pareja,Higinio Dopeso, Yi Kan Wang, Andrea M Gazzo, David N Brown,Monami Banerjee, Pier Selenica, Jan H Bernhard,Fatemeh Derakhshan,Edaise M da Silva, Lorraine Colon-Cartagena,Thais Basili,Antonio Marra, Jillian Sue,Qiqi Ye, Arnaud Da Cruz Paula, Selma Yeni Yildirim, Xin Pei,Anton Safonov,Hunter Green, Kaitlyn Y Gill, Yingjie Zhu, Matthew C H Lee,Ran A Godrich,Adam Casson, Britta Weigelt,Nadeem Riaz, Hannah Y Wen, Edi Brogi, Diana L Mandelker,Matthew G Hanna, Jeremy D Kunz, Brandon Rothrock, Sarat Chandarlapaty, Christopher Kanan, Joe Oakley, David S Klimstra, Thomas J Fuchs, Jorge S Reis-Filho

Cancer research (2024)

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Abstract GS03-04: Novel Mechanisms of CDH1 Inactivation in Breast Invasive Lobular Carcinoma Unveiled by the Integration of Artificial Intelligence and Genomics

Cancer Researchno. 9_Supplement (2024): GS03-04

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A foundation model for clinical-grade computational pathology and rare cancers detection

Eugene Vorontsov,Alican Bozkurt,Adam Casson, George Shaikovski, Michal Zelechowski, Kristen Severson, Eric Zimmermann, James Hall,Neil Tenenholtz,Nicolo Fusi, Ellen Yang,Philippe Mathieu, Alexander van Eck,Donghun Lee,Julian Viret, Eric Robert, Yi Kan Wang,Jeremy D Kunz,Matthew C H Lee, Jan H Bernhard,Ran A Godrich,Gerard Oakley, Ewan Millar,Matthew Hanna,Hannah Wen, Juan A Retamero, William A Moye,Razik Yousfi,Christopher Kanan,David S Klimstra,Brandon Rothrock,Siqi Liu,Thomas J Fuchs

Nature medicinepp.1-12, (2024)

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Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H E Whole Slide Images

Yi Kan Wang, Ludmila Tydlitatova,Jeremy D. Kunz,Gerard Oakley,Ran A. Godrich,Matthew C. H. Lee,Chad Vanderbilt,Razik Yousfi, Thomas Fuchs,David S. Klimstra, Siqi Liu

CoRR (2024)

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Virchow: A Million-Slide Digital Pathology Foundation Model

Eugene Vorontsov,Alican Bozkurt,Adam Casson,George Shaikovski, Michal Zelechowski,Siqi Liu,Kristen Severson, Eric Zimmermann, James Hall,Neil Tenenholtz,Nicolo Fusi,Philippe Mathieu, Alexander van Eck,Donghun Lee,Julian Viret, Eric Robert,Yi Kan Wang,Jeremy D. Kunz, Matthew C. H. Lee, Jan Bernhard,Ran A. Godrich,Gerard Oakley,Ewan Millar,Matthew Hanna,Juan Retamero, William A. Moye,Razik Yousfi,Christopher Kanan,David Klimstra,Brandon Rothrock,Thomas J. Fuchs

CoRR (2023)

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Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels

Adam Casson,Siqi Liu,Ran A. Godrich, Hamed Aghdam,Brandon Rothrock, Kasper Malfroid,Christopher Kanan,Thomas J. Fuchs

International Conference on Medical Imaging with Deep Learningpp.18-38, (2023)

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Detection of Invasive Lobular Carcinoma Using an Artificial Intelligence Algorithm Based on Genetic Ground Truth

LABORATORY INVESTIGATIONno. 3 (2023): S194-S194

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Clinical Validation of Artificial Intelligence-Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection

Patricia Raciti,Jillian Sue,Juan A. Retamero,Rodrigo Ceballos,Ran Godrich,Jeremy D. Kunz,Adam Casson, Dilip Thiagarajan, Zahra Ebrahimzadeh,Julian Viret,Donghun Lee,Peter J. Schuffler,George DeMuth,Emre Gulturk,Christopher Kanan,Brandon Rothrock,Jorge Reis-Filho,David S. Klimstra,Victor Reuter,Thomas J. Fuchs

ARCHIVES OF PATHOLOGY & LABORATORY MEDICINEno. 10 (2023): 1178-1185

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Alternative molecular mechanisms underpinning breast invasive lobular carcinoma identified by genomics-driven artificial intelligence model

F. Pareja,H. Dopeso, Y. K. Wang,A. Gazzo,D. Brown,P. Selenica, J. Bernhard,J. Sue,M. C. H. Lee,R. Godrich,A. Casson,B. Weigelt, M. Hanna,J. D. Kunz,B. Rothrock,C. Kanan,G. J. Oakley,D. Klimstra,T. Fuchs,J. S. Reis-Filho

ANNALS OF ONCOLOGY (2023): S1189-S1189

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Subtyping invasive carcinomas and high-risk lesions for machine learning based breast pathology

Matthew G. Hanna,Patricia Raciti,Alican Bozkurt,Ran Godrich,Julian Viret,Donghun Lee,Philippe Mathieu,Matthew Lee,Eugene Vorontsov,Tomer Sabo,Felipe C. Geyer,Jorge S. Reis-Filho,Leo Grady,Thomas Fuchs,Christopher Kanan

CANCER RESEARCH（2022）

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