Search results for "drug"

Hits ?▲	Authors	Title	Venue	Year	Link
17	Xiao-Rui Su, Zhu-Hong You, Hai-Cheng Yi, Bo-Wei Zhao	Detection of Drug-Drug Interactions Through Knowledge Graph Integrating Multi-attention with Capsule Network.	ICIC (3)	2021	DBLP DOI BibTeX RDF
17	Dongsheng Wang 0007, Hongjie Fan, Junfei Liu	Drug-Drug Interaction Extraction via Attentive Capsule Network with an Improved Sliding-Margin Loss.	DASFAA (2)	2021	DBLP DOI BibTeX RDF
17	Shanchen Pang, Kuijie Zhang, Shudong Wang, Yuanyuan Zhang, Sicheng He, Wenhao Wu, Sibo Qiao	HGDD: A Drug-Disease High-Order Association Information Extraction Method for Drug Repurposing via Hypergraph.	ISBRA	2021	DBLP DOI BibTeX RDF
17	Ming Chen, Yi Pan 0001, Chunyan Ji	Predicting Drug Drug Interactions by Signed Graph Filtering-Based Convolutional Networks.	ISBRA	2021	DBLP DOI BibTeX RDF
17	Jiang Xie 0003, Jiaming Ouyang, Chang Zhao, Hongjian He, Xin Dong	A Deep Learning Approach Based on Feature Reconstruction and Multi-dimensional Attention Mechanism for Drug-Drug Interaction Prediction.	ISBRA	2021	DBLP DOI BibTeX RDF
17	Bri Bumgardner, Farhan Tanvir, Khaled Mohammed Saifuddin, Esra Akbas	Drug-Drug Interaction Prediction: a Purely SMILES Based Approach.	IEEE BigData	2021	DBLP DOI BibTeX RDF
17	Alexandra-Ioana Herghelegiu, Haiping Lu	Improving Negative Sampling in Graph Neural Networks for Predicting Drug-Drug Interactions.	BIBM	2021	DBLP DOI BibTeX RDF
17	Weizhong Zhao, Huyen Le, James J. Chen, Hesha J. Duggirala, Richard Forshee, Taxiarchis Botsis, Henry Francis, Huixiao Hong, Weida Tong, Yi-Ting Hwang, Wen Zou	Discovering Drug-Drug Associations in the FDA Adverse Event Reporting System Database with Data Mining Approaches.	BIBM	2021	DBLP DOI BibTeX RDF
17	Yuanyuan Deng, Song Yu, Lei Deng 0002, Hui Liu 0026, Xuejun Liu, Yi Luo	A multi-task graph convolutional network modeling of drug-drug interactions and synergistic efficacy.	BIBM	2021	DBLP DOI BibTeX RDF
17	Saminur Islam, Ahmed Abbasi, Nitin Agarwal, Wanhong Zheng, Gianfranco Doretto, Donald A. Adjeroh	Detecting Drug-Drug Interactions using Protein Sequence-Structure Similarity Networks.	BIBM	2021	DBLP DOI BibTeX RDF
17	Pranab Das, Jerry W. Sangma, Vipin Pal, Yogita	Predicting Adverse Drug Reactions from Drug Functions by Binary Relevance Multi-label Classification and MLSMOTE.	PACBB	2021	DBLP DOI BibTeX RDF
17	Enas Saleem Alrehily, Rawan Fahad Alhejaili, Dalal Rasheed Albeladi, Liyakathunisa Syed	Identification of Drug-Drug Interactions Using OCR.	HealthyIoT	2021	DBLP DOI BibTeX RDF
17	Farhan Tanvir, Muhammad Ifte Islam, Esra Akbas	Predicting Drug-Drug Interactions Using Meta-path Based Similarities.	CIBCB	2021	DBLP DOI BibTeX RDF
17	Jiongmin Zhang, Xing Yang, Ying Qian	Drug-drug Interaction Prediction with Common Structural Patterns.	IJCNN	2021	DBLP DOI BibTeX RDF
17	Ariam Rivas, Maria-Esther Vidal	Capturing Knowledge about Drug-Drug Interactions to Enhance Treatment Effectiveness.	K-CAP	2021	DBLP DOI BibTeX RDF
17	George Despotou, Theodoros N. Arvanitis	An Electronic Health Record Approach to Understanding Drug to Drug Interactions and Associated Knowledge Gaps in Intergrated Care of Multimorbidity.	MIE	2021	DBLP DOI BibTeX RDF
17	M. Taleb Albrijawi, Amrou Haj Ibrahim, Reda Alhajj	Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph.	ASONAM	2021	DBLP DOI BibTeX RDF
17	Ilseyar Alimova, Elena Tutubalina	Selection of Pseudo-Annotated Data for Adverse Drug Reaction Classification Across Drug Groups.	AIST	2021	DBLP DOI BibTeX RDF
17	Tengfei Lyu, Jianliang Gao, Ling Tian, Zhao Li 0007, Peng Zhang 0001, Ji Zhang 0001	MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events.	IJCAI	2021	DBLP DOI BibTeX RDF
17	Eugene Jeong, Anna K. Person, Joanna L. Stollings, Lang Li, You Chen	Discovering Drug-Drug Interactions in COVID-19 Patients.	AMIA	2021	DBLP BibTeX RDF
17	Chengkun Wu, Wei Wang, Xi Yang 0020, Canqun Yang	Drug-drug interaction extraction from biomedical texts based on multi-attention mechanism.	ICBRA	2021	DBLP DOI BibTeX RDF
17	Marcel K. P. Kusch	Patient-oriented drug information: identifying, developing, and evaluating customization options for a relevant drug information topic.		2021	RDF
17	Melissa F. Adasme	Structure based drug repositioning by exploiting structural properties of drug's binding mode		2021	RDF
17	Galia Nordon	Leveraging Multiple Drug Modalities for Drug Repurposing.		2021	RDF
17	Luis Diestre, Benjamin Barber IV, Juan Santaló	The Friday Effect: Firm Lobbying, the Timing of Drug Safety Alerts, and Drug Side Effects.	Manag. Sci.	2020	DBLP DOI BibTeX RDF
17	Chanhee Park, Jinuk Park, Sanghyun Park	AGCN: Attention-based graph convolutional networks for drug-drug interaction extraction.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
17	Yongjun Zhu, Chao Che, Bo Jin 0001, Ningrui Zhang, Chang Su 0002, Fei Wang 0001	Knowledge-driven drug repurposing using a comprehensive drug knowledge graph.	Health Informatics J.	2020	DBLP DOI BibTeX RDF
17	David Lowenstein, Wu Yi Zheng, Rosemary Burke, Eliza Kenny, Anmol Sandhu, Meredith Makeham, Johanna I. Westbrook, Richard O. Day, Melissa T. Baysari	Do user preferences align with human factors assessment scores of drug-drug interaction alerts?	Health Informatics J.	2020	DBLP DOI BibTeX RDF
17	Jianxiang Wei, Zhiqiang Lu, Kai Qiu, Pengyang Li, Haofei Sun	Predicting Drug Risk Level from Adverse Drug Reactions Using SMOTE and Machine Learning Approaches.	IEEE Access	2020	DBLP DOI BibTeX RDF
17	Xinke Zhan, Zhu-Hong You, Jinfan Cai, Liping Li, Changqing Yu, Jie Pan 0007, Jiangkun Kong	Prediction of Drug-Target Interactions by Ensemble Learning Method From Protein Sequence and Drug Fingerprint.	IEEE Access	2020	DBLP DOI BibTeX RDF
17	Tania Islam, Ethungshan Shitiri, Ho-Shin Cho	A Simultaneous Drug Release Scheme for Targeted Drug Delivery Using Molecular Communications.	IEEE Access	2020	DBLP DOI BibTeX RDF
17	Mohamed Abdel-Basset, Hossam Hawash, Mohamed Elhoseny, Ripon Kumar Chakrabortty, Michael J. Ryan	DeepH-DTA: Deep Learning for Predicting Drug-Target Interactions: A Case Study of COVID-19 Drug Repurposing.	IEEE Access	2020	DBLP DOI BibTeX RDF
17	Yue-Hua Feng, Shaowu Zhang 0001, Jian-Yu Shi	DPDDI: a deep predictor for drug-drug interactions.	BMC Bioinform.	2020	DBLP DOI BibTeX RDF
17	Junmei Wang	Fast Identification of Possible Drug Treatment of Coronavirus Disease-19 (COVID-19) through Computational Drug Repurposing Study.	J. Chem. Inf. Model.	2020	DBLP DOI BibTeX RDF
17	Katoo M. Muylle, Kristof Gentens, Alain G. Dupont, Pieter Cornu	Evaluation of context-specific alerts for potassium-increasing drug-drug interactions: A pre-post study.	Int. J. Medical Informatics	2020	DBLP DOI BibTeX RDF
17	James Gatenby, Magnus Blomqvist, Rosemary Burke, Angus Ritchie, Kathy Gibson, Asad E. Patanwala	Adverse events targeted by drug-drug interaction alerts in hospitalized patients.	Int. J. Medical Informatics	2020	DBLP DOI BibTeX RDF
17	Marcel K. P. Kusch, Alexander Zien, Christian Hachenberg, Walter E. Haefeli, Hanna M. Seidling	Information on adverse drug reactions - Proof of principle for a structured database that allows customization of drug information.	Int. J. Medical Informatics	2020	DBLP DOI BibTeX RDF
17	Tabbasum Naz, Muhammad Akhtar, Syed Khuram Shahzad, Maria Fasli, Muhammad Waseem Iqbal 0001, Muhammad Raza Naqvi	Ontology-driven advanced drug-drug interaction.	Comput. Electr. Eng.	2020	DBLP DOI BibTeX RDF
17	Li Wang 0077, Wenjie Pan, Qinghua Wang, Heming Bai, Wei Liu 0001, Lei Jiang, Yuanpeng Zhang	A Modified Skip-Gram Algorithm for Extracting Drug-Drug Interactions from AERS Reports.	Comput. Math. Methods Medicine	2020	DBLP DOI BibTeX RDF
17	Yu Ding, Hong Wang, Hewei Zheng, Lianzong Wang, Guosi Zhang, Jiaxin Yang 0006, Xiaoyan Lu, Yu Bai, Haotian Zhang, Jing Li, Wenyan Gao, Fukun Chen, Shui Hu, Jingqi Wu, Liangde Xu	Evaluation of drug efficacy based on the spatial position comparison of drug-target interaction centers.	Briefings Bioinform.	2020	DBLP DOI BibTeX RDF
17	Xu Zhou, Enyu Dai, Qian Song, Xueyan Ma, Qianqian Meng, Yongshuai Jiang, Wei Jiang 0023	In silico drug repositioning based on drug-miRNA associations.	Briefings Bioinform.	2020	DBLP DOI BibTeX RDF
17	Tianlin Zhang, Jiaxu Leng, Ying Liu 0039	Deep learning for drug-drug interaction extraction from the literature: a review.	Briefings Bioinform.	2020	DBLP DOI BibTeX RDF
17	Mengshi Zhou, Chunlei Zheng, Rong Xu	Combining phenome-driven drug-target interaction prediction with patients' electronic health records-based clinical corroboration toward drug discovery.	Bioinform.	2020	DBLP DOI BibTeX RDF
17	Yifan Deng, Xinran Xu, Yang Qiu, Jingbo Xia, Wen Zhang 0008, Shichao Liu 0002	A multimodal deep learning framework for predicting drug-drug interaction events.	Bioinform.	2020	DBLP DOI BibTeX RDF
17	Antonio Miranda-Escalada, Isabel Segura-Bedmar	One stage versus two stages deep learning approaches for the extraction of drug-drug interactions from texts.	Proces. del Leng. Natural	2020	DBLP BibTeX RDF
17	Kate E. Humphrey, Maria Mirica, Shobha Phansalkar, Al Ozonoff, Marvin B. Harper	Clinician Perceptions of Timing and Presentation of Drug-Drug Interaction Alerts.	Appl. Clin. Inform.	2020	DBLP DOI BibTeX RDF
17	Yuanfei Dai, Chenhao Guo, Wenzhong Guo, Carsten Eickhoff	Wasserstein Adversarial Autoencoders for Knowledge Graph Embedding based Drug-Drug Interaction Prediction.	CoRR	2020	DBLP BibTeX RDF
17	Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko	The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews.	CoRR	2020	DBLP BibTeX RDF
17	Siliang Tang, Qi Zhang 0001, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren 0001, Yueting Zhuang, Shiliang Pu, Fei Wu 0001	Two Step Joint Model for Drug Drug Interaction Extraction.	CoRR	2020	DBLP BibTeX RDF
17	Kyriakos Schwarz, Ahmed Allam, Nicolas Andres Perez Gonzalez, Michael Krauthammer	AttentionDDI: Siamese Attention-based Deep Learning method for drug-drug interaction predictions.	CoRR	2020	DBLP BibTeX RDF
17	Yunsheng Bai, Ken Gu, Yizhou Sun, Wei Wang 0010	Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction.	CoRR	2020	DBLP BibTeX RDF
17	Lu Han, Guangcun Shan, H. Y. Wang, Shengqiao Gao, Wenxia Zhou	Accelerating drug repurposing for COVID-19 via modeling drug mechanism of action with large scale gene-expression profiles.	CoRR	2020	DBLP BibTeX RDF
17	Ishani Mondal	Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions.	CoRR	2020	DBLP BibTeX RDF
17	Ishani Mondal	BERTChem-DDI : Improved Drug-Drug Interaction Prediction from text using Chemical Structure Information.	CoRR	2020	DBLP BibTeX RDF
17	Heeyoung Kwak, Minwoo Lee 0003, Seunghyun Yoon 0002, Jooyoung Chang, Sang Min Park, Kyomin Jung	Drug-disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data.	CoRR	2020	DBLP BibTeX RDF
17	Yingheng Wang, Yaosen Min, Xin Chen, Ji Wu 0002	Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction.	CoRR	2020	DBLP BibTeX RDF
17	Jean-Baptiste Lamy	A data science approach to drug safety: Semantic and visual mining of adverse drug events from clinical trials of pain treatments.	CoRR	2020	DBLP BibTeX RDF
17	Florine A. Berger, Heleen van der Sijs, Matthijs L. Becker, Teun van Gelder, Patricia M. L. A. van den Bemt	Development and validation of a tool to assess the risk of QT drug-drug interactions in clinical practice.	BMC Medical Informatics Decis. Mak.	2020	DBLP DOI BibTeX RDF
17	Milad Allahgholi, Hossein Rahmani, Delaram Javdani, Gerhard Weiss 0001, Dezsö Módos	ADDI: Recommending alternatives for drug-drug interactions with negative health effects.	Comput. Biol. Medicine	2020	DBLP DOI BibTeX RDF
17	P. Ansuman Abhisek, Priti Das, Shweta Supriya Pradhan, Geetanjali Panda, Srikanta Mohanty	Assessment of drug-drug interactions and its associated factors in patients receiving second-line antitubercular drugs (MDR TB/XDR TB) in a tertiary care hospital in eastern India.	Int. J. Medical Eng. Informatics	2020	DBLP DOI BibTeX RDF
17	Jiajing Zhu, Yongguo Liu, Chuanbiao Wen	MTMA: Multi-task multi-attribute learning for the prediction of adverse drug-drug interaction.	Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
17	Ning Liu, Cheng-Bang Chen, Soundar R. T. Kumara	Semi-Supervised Learning Algorithm for Identifying High-Priority Drug-Drug Interactions Through Adverse Event Reports.	IEEE J. Biomed. Health Informatics	2020	DBLP DOI BibTeX RDF
17	Huiyuan Chen, Feixiong Cheng, Jing Li 0002	iDrug: Integration of drug repositioning and drug-target prediction via cross-network embedding.	PLoS Comput. Biol.	2020	DBLP DOI BibTeX RDF
17	Yu Zhu, Lishuang Li, Hongbin Lu, Anqiao Zhou, Xueyang Qin	Extracting drug-drug interactions from texts with BioBERT and multiple entity-aware attentions.	J. Biomed. Informatics	2020	DBLP DOI BibTeX RDF
17	Chen Zhan, Elizabeth Roughead, Lin Liu 0003, Nicole Pratt, Jiuyong Li	Detecting high-quality signals of adverse drug-drug interactions from spontaneous reporting data.	J. Biomed. Informatics	2020	DBLP DOI BibTeX RDF
17	Amy J. Grizzle, Lisa E. Hines, Daniel C. Malone, Olga Kravchenko, Harry Hochheiser, Richard D. Boyce	Testing the face validity and inter-rater agreement of a simple approach to drug-drug interaction evidence assessment.	J. Biomed. Informatics	2020	DBLP DOI BibTeX RDF
17	Corey Sutphin, Kahyun Lee, Antonio Jimeno-Yepes, Özlem Uzuner, Bridget T. McInnes	Adverse drug event detection using reason assignments in FDA drug labels.	J. Biomed. Informatics	2020	DBLP DOI BibTeX RDF
17	Hong Wu, Yan Xing, Weihong Ge, Xiaoquan Liu, Jianjun Zou, Changjiang Zhou, Jun Liao	Drug-drug interaction extraction via hybrid neural networks on biomedical literature.	J. Biomed. Informatics	2020	DBLP DOI BibTeX RDF
17	Narjes Rohani, Changiz Eslahchi, Ali Katanforoush	ISCMF: Integrated similarity-constrained matrix factorization for drug-drug interaction prediction.	Netw. Model. Anal. Health Informatics Bioinform.	2020	DBLP DOI BibTeX RDF
17	Y-h. Taguchi 0001	Novel Method for the Prediction of Drug-Drug Interactions Based on Gene Expression Profiles.		2020	DOI RDF
17	Dinh Phuong Nguyen, Tu Bao Ho	Drug-Drug Interaction Extraction from Biomedical Texts via Relation BERT.	RIVF	2020	DBLP DOI BibTeX RDF
17	Ang Wen, Xiaoyan Sun, Kai Yu, Yingfei Wu, Jia Zhang, Zhenming Yuan	Drug-Drug Interaction Extraction using Pre-training Model of Enhanced Entity Information.	iThings/GreenCom/CPSCom/SmartData/Cybermatics	2020	DBLP DOI BibTeX RDF
17	Radmila Juric	Adding Value to Translational Informatics through the Semantic Management of Drug to Drug Interaction.	BIOINFORMATICS	2020	DBLP DOI BibTeX RDF
17	Konstantinos Bougiatiotis, Fotis Aisopos, Anastasios Nentidis, Anastasia Krithara, Georgios Paliouras	Drug-Drug Interaction Prediction on a Biomedical Literature Knowledge Graph.	AIME	2020	DBLP DOI BibTeX RDF
17	Mengying Sun, Fei Wang 0001, Olivier Elemento, Jiayu Zhou	Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract).	AAAI	2020	DBLP DOI BibTeX RDF
17	Xin Yan, Zhu-Hong You, Lei Wang 0121, Li-Ping Li, Kai Zheng 0020, Mei-Neng Wang	DTIFS: A Novel Computational Approach for Predicting Drug-Target Interactions from Drug Structure and Protein Sequence.	ICIC (2)	2020	DBLP DOI BibTeX RDF
17	Zhen-Hao Guo, Zhu-Hong You, Li-Ping Li, Zhan-Heng Chen, Hai-Cheng Yi, Yan-Bin Wang	Inferring Drug-miRNA Associations by Integrating Drug SMILES and MiRNA Sequence Information.	ICIC (2)	2020	DBLP DOI BibTeX RDF
17	Abha Saxena, Vaibhav Dhyani, Soumya Jana, Lopamudra Giri	Application of kohonen-self organizing map to cluster drug induced Ca2+ response in hippocampal neurons at different drug dose.	NCC	2020	DBLP DOI BibTeX RDF
17	Chengcheng Zhang, Tianyi Zang	CNN-DDI: A novel deep learning method for predicting drug-drug interactions.	BIBM	2020	DBLP DOI BibTeX RDF
17	Suyeon Kim, Ishwor Thapa, Farial Samadi, Hesham Ali 0001	Computational Approaches for Drug Design: A Focus on Drug Repurposing.	IWBBIO	2020	DBLP DOI BibTeX RDF
17	Jingzhuo Zhang, Weijie Liu 0002, Ping Wang 0003	Drug Drug Interaction Extraction from Chinese Biomedical Literature Using Distant Supervision.	ICKG	2020	DBLP DOI BibTeX RDF
17	Fuyu Hu, Chunping Ouyang, Yongbin Liu, Yi Bu 0001	MTNE: A Multitext Aware Network Embedding for Predicting Drug-Drug Interaction.	NLPCC (1)	2020	DBLP DOI BibTeX RDF
17	Jean-Baptiste Lamy, Hélène Berthelot, Madeleine Favre, Rosy Tsopra	Limits and Variability in Drug Databases: Lessons Learnt from Drug Comparisons.	MIE	2020	DBLP DOI BibTeX RDF
17	Heeyoung Kwak, Minwoo Lee 0003, Seunghyun Yoon 0002, Jooyoung Chang, Sang Min Park, Kyomin Jung	Drug-Disease Graph: Predicting Adverse Drug Reaction Signals via Graph Neural Network with Clinical Data.	PAKDD (2)	2020	DBLP DOI BibTeX RDF
17	Lizzy Farrugia, Charlie Abela	Mining drug-drug interactions for healthcare professionals.	APPIS	2020	DBLP DOI BibTeX RDF
17	Olha Marushchak, Rostyslav Kosarevych	Designing of Information Model for Prediction of Drug-drug Interactions based on Calculation of Target and Therapeutic Similarity.	IDDM	2020	DBLP BibTeX RDF
17	Meihao Hou, Fan Yang 0068, Lizhen Cui, Wei Guo	Predicting Adverse Drug-Drug Interactions via Semi-supervised Variational Autoencoders.	APWeb/WAIM (2)	2020	DBLP DOI BibTeX RDF
17	Xuan Lin, Zhe Quan, Zhi-Jie Wang 0009, Tengfei Ma 0002, Xiangxiang Zeng	KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction.	IJCAI	2020	DBLP DOI BibTeX RDF
17	Dimitrios Zaikis, Ioannis P. Vlahavas	Drug-Drug Interaction Classification Using Attention Based Neural Networks.	SETN	2020	DBLP DOI BibTeX RDF
17	Linh K. Hoang, Richard D. Boyce, Nigel Bosch, Britney Stottlemyer, Mathias Brochhausen, Jodi Schneider	Automatically classifying the evidence type of drug-drug interaction research papers as a step toward computer supported evidence curation.	AMIA	2020	DBLP BibTeX RDF
17	Sanjoy Dey, Ping Zhang 0016, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn	Finding Causal Mechanistic Drug-Drug Interactions from Observational Data.	AMIA	2020	DBLP BibTeX RDF
17	Behrooz Davazdahemami, Dursun Delen	The confounding role of common diabetes medications in developing acute renal failure: A data mining approach with emphasis on drug-drug interactions.	Expert Syst. Appl.	2019	DBLP DOI BibTeX RDF
17	Wen Zhang 0008, Kanghong Jing, Feng Huang, Yanlin Chen, Bolin Li, Jinghao Li, Jing Gong	SFLLN: A sparse feature learning ensemble method with linear neighborhood regularization for predicting drug-drug interactions.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
17	Juan Liu, Zhong Huang, Fuji Ren, Lei Hua	Drug-Drug Interaction Extraction Based on Transfer Weight Matrix and Memory Network.	IEEE Access	2019	DBLP DOI BibTeX RDF
17	S. M. Hasan Mahmud, Wenyu Chen, Hosney Jahan, Yongsheng Liu, Nasir Islam Sujan, Saeed Ahmed	iDTi-CSsmoteB: Identification of Drug-Target Interaction Based on Drug Chemical Structure and Protein Sequence Using XGBoost With Over-Sampling Technique SMOTE.	IEEE Access	2019	DBLP DOI BibTeX RDF
17	ShanShan Hu, Chenglin Zhang, Peng Chen 0001, Pengying Gu, Jun Zhang 0011, Bing Wang 0004	Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
17	Cheng Yan, Guihua Duan, Yi Pan 0001, Fang-Xiang Wu, Jianxin Wang 0001	DDIGIP: predicting drug-drug interactions based on Gaussian interaction profile kernels.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
17	Remzi Celebi, Hüseyin Uyar, Erkan Yasar, Özgür Gümüs, Oguz Dikenelli, Michel Dumontier	Evaluation of knowledge graph embedding approaches for drug-drug interaction prediction in realistic settings.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
17	Mert Tiftikci, Arzucan Özgür, Yongqun He, Junguk Hur	Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF
17	Weishan Liang, Yongjiang Zheng, Ji Zhang, Xiaoqiang Sun	Multiscale modeling reveals angiogenesis-induced drug resistance in brain tumors and predicts a synergistic drug combination targeting EGFR and VEGFR pathways.	BMC Bioinform.	2019	DBLP DOI BibTeX RDF