Clinical

Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis MIDL 2021 Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ACL 2021 What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts ACL 2021 What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021 Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation AAAI 2021 Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation ACL 2021 XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021 Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021 3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020 A Corpus for Outbreak Detection of Diseases Prevalent in Latin America CoNLL 2020 Acoustic-Based Articulatory Phenotypes of Amyotrophic Lateral Sclerosis and Parkinson’s Disease: Towards an Interpretable, Hypothesis-Driven Framework of Motor Control Interspeech 2020 Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020 A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling MIDL 2020 ADINet: Attribute Driven Incremental Network for Retinal Image Classification CVPR 2020 A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020 Adventitious Respiratory Classification Using Attentive Residual Neural Networks Interspeech 2020 A Framework to Assist Chat Operators of Mental Healthcare Services EMNLP 2020 A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020 Air-Tissue Boundary Segmentation in Real Time Magnetic Resonance Imaging Video Using 3-D Convolutional Neural Network Interspeech 2020 A Label Attention Model for ICD Coding from Clinical Text IJCAI 2020 Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease AACL 2020 An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training AAAI 2020 A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020 An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images MIDL 2020 An efficient representation of chronological events in medical texts EMNLP 2020