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Machine learning prediction of cancer cell sensitivity to drugs based on genomic and chemical properties

3 December 2012

Papers citing "Machine learning prediction of cancer cell sensitivity to drugs based on genomic and chemical properties"

23 / 23 papers shown

Title
IBM Quantum Computers: Evolution, Performance, and Future Directions M. AbuGhanem 77 19 0 17 Sep 2024
CardiGraphormer: Unveiling the Power of Self-Supervised Learning in Revolutionizing Drug Discovery Abhijit Gupta 45 0 0 03 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 58 60 0 18 Nov 2022
Hybrid quantum neural network for drug response prediction Asel Sagingalieva Mohammad Kordzanganeh Nurbolat Kenbayev Daria Kosichkina Tatiana Tomashuk A. Melnikov 76 75 0 10 Nov 2022
Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis Yawei Li Xin Wu P. Yang Guoqian Jiang Yuan Luo AI4CE 59 2 0 05 Mar 2022
DIVERSE: Bayesian Data IntegratiVE learning for precise drug ResponSE prediction Betul Guvencpaltun Samuel Kaski Hiroshi Mamitsuka 18 11 0 31 Mar 2021
When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey A. Banegas-Luna Jorge Pena-García Adrian Iftene F. Guadagni P. Ferroni Noemi Scarpato Fabio Massimo Zanzotto A. Bueno-Crespo Horacio Pérez-Sánchez OOD 37 1 0 01 Oct 2020
Regression Enrichment Surfaces: a Simple Analysis Technique for Virtual Drug Screening Models Austin R. Clyde Xiaotian Duan Rick L. Stevens 29 10 0 01 Jun 2020
Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response Yitan Zhu Thomas Brettin Yvonne A. Evrard A. Partin Fangfang Xia Maulik Shukla H. Yoo J. Doroshow Rick L. Stevens OOD 57 68 0 13 May 2020
A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning Austin R. Clyde Thomas Brettin A. Partin Maulik Shaulik H. Yoo Yvonne A. Evrard Yitan Zhu Fangfang Xia Rick L. Stevens 114 7 0 30 Apr 2020
A Drug Recommendation System (Dr.S) for cancer cell lines M. Balvert Georgios Patoulidis Andrew Patti T. Deist C. Eyler B. Dutilh A. Schönhuth D. Craft AI4TS 24 5 0 24 Dec 2019
Machine learning algorithms to infer trait-matching and predict species interactions in ecological networks Maximilian Pichler V. Boreux A. Klein M. Schleuning F. Hartig 42 101 0 26 Aug 2019
Towards Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-based Convolutional Encoders Matteo Manica Ali Oskooei Jannis Born Vigneshwar Subramanian J. Sáez-Rodríguez María Rodríguez Martínez 74 116 0 25 Apr 2019
Drug cell line interaction prediction Pengfei Liu 58 117 0 28 Dec 2018
KekuleScope: prediction of cancer cell line sensitivity and compound potency using convolutional neural networks trained on compound images I. Cortés-Ciriano A. Bender MedIm 87 51 0 22 Nov 2018
DHLP 1&2: Giraph based distributed label propagation algorithms on heterogeneous drug-related networks E. Maleki Nasser Ghadiri Maryam Lotfi Shahreza Zeinab Maleki 13 1 0 22 Nov 2018
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks Ali Oskooei Jannis Born Matteo Manica Vigneshwar Subramanian J. Sáez-Rodríguez María Rodríguez Martínez 35 27 0 16 Nov 2018
Effective Learning of Probabilistic Models for Clinical Predictions from Longitudinal Data Shuo Yang 121 1 0 02 Nov 2018
From Gene Expression to Drug Response: A Collaborative Filtering Approach Cheng Qian N. Sidiropoulos Magda Amiridi A. Emad 8 6 0 29 Oct 2018
Network-based Biased Tree Ensembles (NetBiTE) for Drug Sensitivity Prediction and Drug Sensitivity Biomarker Identification in Cancer Ali Oskooei Matteo Manica Roland Mathis María Rodríguez Martínez 49 36 0 18 Aug 2018
Drug Selection via Joint Push and Learning to Rank Yicheng He Junfeng Liu Xia Ning 35 16 0 23 Jan 2018
Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization Muhammad Ammad-ud-din Suleiman A. Khan D. Malani A. Murumägi O. Kallioniemi T. Aittokallio Samuel Kaski 43 93 0 11 Jun 2016
Identification of structural features in chemicals associated with cancer drug response: A systematic data-driven analysis Suleiman A. Khan S. Virtanen O. Kallioniemi K. Wennerberg A. Poso Samuel Kaski 47 40 0 30 Dec 2013