Clinical

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL 2018 Adversarial Time-to-Event Modeling ICML 2018 A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference JMLR 2018 Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks Interspeech 2018 A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease Interspeech 2018 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals Interspeech 2018 An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification Interspeech 2018 A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval ACL 2018 An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder Interspeech 2018 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer EMNLP 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks Interspeech 2018 Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets EMNLP 2018 AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning ICML 2018 Biomedical Document Retrieval for Clinical Decision Support System ACL 2018 Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing ACL 2018 Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks Interspeech 2018 Causal Inference with Noisy and Missing Covariates via Matrix Factorization NeurIPS 2018 CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection ACML 2018 CLaC at SMM4H Task 1, 2, and 4 EMNLP 2018 CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension NAACL 2018 Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria CVPR 2018 Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018 Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018