Healthcare & Medicine

BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022 Building a Clinically-Focused Problem List From Medical Notes EMNLP 2022 CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals ICLR 2022 Calibration Error for Heterogeneous Treatment Effects AISTATS 2022 Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022 CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting AAAI 2022 Causal Transformer for Estimating Counterfactual Outcomes ICML 2022 Causes of Effects: Learning Individual Responses from Population Data IJCAI 2022 C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image CVPR 2022 CellTypeGraph: A New Geometric Computer Vision Benchmark CVPR 2022 Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NeurIPS 2022 CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022 Challenges of using longitudinal and cross-domain corpora on studies of pathological speech Interspeech 2022 Characterizing Therapist's Speaking Style in Relation to Empathy in Psychotherapy Interspeech 2022 ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from Brothels in India AAAI 2022 ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022 Clustering Interval-Censored Time-Series for Disease Phenotyping AAAI 2022 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding ACL 2022 Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers Interspeech 2022 Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022 Concadia: Towards Image-Based Text Generation with a Purpose EMNLP 2022 Condition-Treatment Relation Extraction on Disease-related Social Media Data EMNLP 2022 Conformer Based Elderly Speech Recognition System for Alzheimer’s Disease Detection Interspeech 2022