Predicting drug response of tumors from integrated genomic profiles by
deep neural networks

Predicting drug response of tumors from integrated genomic profiles by deep neural networks

20 May 2018

Song-Seon Zhang

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Papers citing "Predicting drug response of tumors from integrated genomic profiles by deep neural networks"

9 / 9 papers shown

Title
Recent advancement in Disease Diagnostic using machine learning: Systematic survey of decades, comparisons, and challenges Farzane Tajidini Mohammad-Javad Kheiri OOD 52 4 0 31 Jul 2023
Deep learning methods for drug response prediction in cancer: predominant and emerging trends A. Partin Thomas Brettin Yitan Zhu Oleksandr Narykov Austin R. Clyde Jamie Overbeek Department of Materials Science 79 60 0 18 Nov 2022
DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models A. Treacher A. Montillo 49 0 0 24 Feb 2022
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities MohammadNoor Injadat Abdallah Moubayed Ali Bou Nassif Abdallah Shami 158 104 0 11 Jan 2021
Learning Curves for Drug Response Prediction in Cancer Cell Lines A. Partin Thomas Brettin Yvonne A. Evrard Yitan Zhu H. Yoo ... Austin R. Clyde Maulik Shukla Michael Fonstein J. Doroshow Rick L. Stevens 71 20 0 25 Nov 2020
Variational Autoencoder for Anti-Cancer Drug Response Prediction Hongyuan Dong Jiaqing Xie Zhi Jing Dexin Ren DRL 83 14 0 22 Aug 2020
REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks Omid Bazgir Ruibo Zhang S. R. Dhruba Raziur Rahman Souparno Ghosh R. Pal AI4TS 22 6 0 11 Dec 2019
Convolutional neural network models for cancer type prediction based on gene expression Milad Mostavi Yu-Chiao Chiu Yufei Huang Yidong Chen MedIm 52 188 0 18 Jun 2019
Synergistic Drug Combination Prediction by Integrating Multi-omics Data in Deep Learning Models Tianyu Zhang Liwei Zhang Philip R. O. Payne Fuhai Li 53 98 0 16 Nov 2018