Medical AI

Causal Inference with Noisy and Missing Covariates via Matrix Factorization NeurIPS 2018 CLaC at SMM4H Task 1, 2, and 4 EMNLP 2018 De-identifying Free Text of Japanese Dummy Electronic Health Records EMNLP 2018 Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches ICML 2018 Detecting Alzheimer’s Disease Using Gated Convolutional Neural Network from Audio Data Interspeech 2018 Detecting Diabetes Risk from Social Media Activity EMNLP 2018 Distilled Wasserstein Learning for Word Embedding and Topic Modeling NeurIPS 2018 Dysarthric Speech Recognition Using Convolutional LSTM Neural Network Interspeech 2018 Estimation of Hypernasality Scores from Cleft Lip and Palate Speech Interspeech 2018 Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions EMNLP 2018 Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy AISTATS 2018 Fusing Text-dependent Word-level i-Vector Models to Screen ‘at Risk’ Child Speech Interspeech 2018 Identification of Emergency Blood Donation Request on Twitter EMNLP 2018 Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018 Joint Active Feature Acquisition and Classification with Variable-Size Set Encoding NeurIPS 2018 Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018 Learning a neural response metric for retinal prosthesis ICLR 2018 Learning multiview embeddings for assessing dementia EMNLP 2018 Making Continuous Time Bayesian Networks More Flexible PGM 2018 Matrix-normal models for fMRI analysis AISTATS 2018 MeSH-based dataset for measuring the relevance of text retrieval ACL 2018 MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NeurIPS 2018 Mining Multimodal Repositories for Speech Affecting Diseases Interspeech 2018