Figure 6 from Predicting Molecular Subtype and Survival of Rhabdomyosarcoma Patients Using Deep Learning of H&E Images: A Report from the Children's Oncology Group

Figure 6 from Predicting Molecular Subtype and Survival of Rhabdomyosarcoma Patients Using Deep Learning of H&E Images: A Report from the Children's Oncology Group

<p>Deep learning algorithms can predict event-free and overall survival from H&E histology alone. <b>A,</b> Schematic for training a convolutional neural network for survival. Patients with FN-RMS (<i>n</i> = 264) were partitioned into three groups based on EFS leng...

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Main Author: David Milewski (15050643) (author)
Other Authors: Hyun Jung (15050646) (author), G. Thomas Brown (15050649) (author), Yanling Liu (15050652) (author), Ben Somerville (15050655) (author), Curtis Lisle (15050658) (author), Marc Ladanyi (15050661) (author), Erin R. Rudzinski (15050664) (author), Hyoyoung Choo-Wosoba (15050667) (author), Donald A. Barkauskas (15050670) (author), Tammy Lo (15050673) (author), David Hall (15050676) (author), Corinne M. Linardic (15050679) (author), Jun S. Wei (14955721) (author), Hsien-Chao Chou (14955718) (author), Stephen X. Skapek (15050682) (author), Rajkumar Venkatramani (15050685) (author), Peter K. Bode (15050688) (author), Seth M. Steinberg (15043179) (author), George Zaki (15050691) (author), Igor B. Kuznetsov (15050694) (author), Douglas S. Hawkins (15050697) (author), Jack F. Shern (14938001) (author), Jack Collins (15050700) (author), Javed Khan (15046967) (author)
Published: 2025
Subjects:
Cancer
Cancer Detection and Diagnosis
Methods and Technology
Biomarkers
Prognostic biomarkers
Computational Methods
Artificial intelligence & machine learning
Pediatric Cancers
Sarcomas
Soft-tissue sarcoma
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