Papers
Predicting Brain Activation with WordNet Embeddings
João António Rodrigues, Ruben Branco, João Silva et al.
Proceedings of the Eight Workshop on Cognitive Aspects of Computational Language Learning and Processing
Marco Idiart, Alessandro Lenci, Thierry Poibeau et al.
Toward Cross-Domain Engagement Analysis in Medical Notes
Sara Rosenthal, Adam Faulkner
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts
Hai-Long Trieu, Nhung T. H. Nguyen, Makoto Miwa et al.
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data
Yaqiang Wang, Yunhui Chen, Hongping Shu et al.
Prediction Models for Risk of Type-2 Diabetes Using Health Claims
Masatoshi Nagata, Kohichi Takai, Keiji Yasuda et al.
CRF-LSTM Text Mining Method Unveiling the Pharmacological Mechanism of Off-target Side Effect of Anti-Multiple Myeloma Drugs
Kaiyin Zhou, Sheng Zhang, Xiangyu Meng et al.
MeSH-based dataset for measuring the relevance of text retrieval
Won Gyu Kim, Lana Yeganova, Donald Comeau et al.
A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity
Mengnan Zhao, Aaron J. Masino, Christopher C. Yang
SingleCite: Towards an improved Single Citation Search in PubMed
Lana Yeganova, Donald C Comeau, Won Kim et al.
Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model
Qiuyue Wang, Xiaofeng Meng
Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records
Mohamad Salimi, Alla Rozovskaya
Domain Adaptation for Disease Phrase Matching with Adversarial Networks
Miaofeng Liu, Jialong Han, Haisong Zhang et al.
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
Dat Quoc Nguyen, Karin Verspoor
Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR
Manirupa Das, Eric Fosler-Lussier, Simon Lin et al.
BioAMA: Towards an End to End BioMedical Question Answering System
Vasu Sharma, Nitish Kulkarni, Srividya Pranavi et al.
Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing
Jari Björne, Tapio Salakoski
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval
Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla et al.
Coding Structures and Actions with the COSTA Scheme in Medical Conversations
Nan Wang, Yan Song, Fei Xia
PICO Element Detection in Medical Text via Long Short-Term Memory Neural Networks
Di Jin, Peter Szolovits
Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization
Dieter Galea, Ivan Laponogov, Kirill Veselkov
Ontology alignment in the biomedical domain using entity definitions and context
Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann et al.
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning
Jurica Ševa, Martin Wackerbauer, Ulf Leser
Keyphrases Extraction from User-Generated Contents in Healthcare Domain Using Long Short-Term Memory Networks
Ilham Fathy Saputra, Rahmad Mahendra, Alfan Farizki Wicaksono
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach
Thanat Chokwijitkul, Anthony Nguyen, Hamed Hassanzadeh et al.