Strategies to Address the Lack of Labeled Data for Supervised Machine Learning Training With Electronic Health Records: Case Study for the Extraction of Symptoms From Clinical Note... by Marie Humbert-Droz, Pritam Mukherjee, Olivier Gevaert

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Structuring clinical text with AI: Old versus new natural language processing techniques evaluated on eight common cardiovascular diseases by Xianghao Zhan, Marie Humbert-Droz, Pritam Mukherjee, Olivier Gevaert

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The impact of DNA methylation on the cancer proteome. by Majed Mohamed Magzoub, Marcos Prunello, Kevin Brennan, Olivier Gevaert

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SCOPE: predicting future diagnoses in office visits using electronic health records by Pritam Mukherjee, Marie Humbert-Droz, Jonathan H. Chen, Olivier Gevaert

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Spatial cellular architecture predicts prognosis in glioblastoma by Yuanning Zheng, Francisco Carrillo-Perez, Marija Pizurica, Dieter Henrik Heiland, Olivier Gevaert

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A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer by Kexin Ding, Mu Zhou, He Wang, Olivier Gevaert, Dimitris Metaxas, Shaoting Zhang

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Improved microarray-based decision support with graph encoded interactome data. by Anneleen Daemen, Marco Signoretto, Olivier Gevaert, Johan A K Suykens, Bart De Moor

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Multimodal deep learning to predict prognosis in adult and pediatric brain tumors by Sandra Steyaert, Yeping Lina Qiu, Yuanning Zheng, Pritam Mukherjee, Hannes Vogel, Olivier Gevaert

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Module Analysis Captures Pancancer Genetically and Epigenetically Deregulated Cancer Driver Genes for Smoking and Antiviral Response by Magali Champion, Kevin Brennan, Tom Croonenborghs, Andrew J. Gentles, Nathalie Pochet, Olivier Gevaert

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Peripheral blood DNA methylation profiles predict future development of B-cell Non-Hodgkin Lymphoma by Almudena Espín-Pérez, Kevin Brennan, Asiri Saumya Ediriwickrema, Olivier Gevaert, Izidore S. Lossos, Andrew J. Gentles

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Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis by Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Olivier Gevaert, Ignacio Rojas, Luis Javier Herrera

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Machine learning with multimodal data for COVID-19 by Weijie Chen, Rui C. Sá, Yuntong Bai, Sandy Napel, Olivier Gevaert, Diane S. Lauderdale, Maryellen L. Giger

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Development and validation of radiomic signatures of head and neck squamous cell carcinoma molecular features and subtypesResearch in context by Chao Huang, Murilo Cintra, Kevin Brennan, Mu Zhou, A. Dimitrios Colevas, Nancy Fischbein, Shankuan Zhu, Olivier Gevaert

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Single Gene Prognostic Biomarkers in Ovarian Cancer: A Meta-Analysis. by Scooter Willis, Victor M Villalobos, Olivier Gevaert, Mark Abramovitz, Casey Williams, Branimir I Sikic, Brian Leyland-Jones

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Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning by Hui Qu, Mu Zhou, Zhennan Yan, He Wang, Vinod K. Rustgi, Shaoting Zhang, Olivier Gevaert, Dimitris N. Metaxas

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NSD1 inactivation defines an immune cold, DNA hypomethylated subtype in squamous cell carcinoma by Kevin Brennan, June Ho Shin, Joshua K. Tay, Marcos Prunello, Andrew J. Gentles, John B. Sunwoo, Olivier Gevaert

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Tumor response as defined by iRECIST in gastrointestinal malignancies treated with PD-1 and PD-L1 inhibitors and correlation with survival by Peiyi Xie, Hong Zheng, Haiyang Chen, Kaikai Wei, Ximin Pan, Qinmei Xu, Yongchen Wang, Changguan Tang, Olivier Gevaert, Xiaochun Meng

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AI-based analysis of CT images for rapid triage of COVID-19 patients by Qinmei Xu, Xianghao Zhan, Zhen Zhou, Yiheng Li, Peiyi Xie, Shu Zhang, Xiuli Li, Yizhou Yu, Changsheng Zhou, Longjiang Zhang, Olivier Gevaert, Guangming Lu

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Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction by Khushbu Agarwal, Sutanay Choudhury, Sindhu Tipirneni, Pritam Mukherjee, Colby Ham, Suzanne Tamang, Matthew Baker, Siyi Tang, Veysel Kocaman, Olivier Gevaert, Robert Rallo, Chandan K Reddy

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Loss of p53-DREAM-mediated repression of cell cycle genes as a driver of lymph node metastasis in head and neck cancer by Kevin Brennan, Almudena Espín-Pérez, Serena Chang, Nikita Bedi, Saumyaa Saumyaa, June Ho Shin, Sylvia K. Plevritis, Olivier Gevaert, John B. Sunwoo, Andrew J. Gentles

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