Medical AI

Deep Extended Hazard Models for Survival Analysis NeurIPS 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis AAAI 2021 Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021 Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech Interspeech 2021 Diagnosis of COVID-19 Using Auditory Acoustic Cues Interspeech 2021 DiCOVA Challenge: Dataset, Task, and Baseline System for COVID-19 Diagnosis Using Acoustics Interspeech 2021 Distortion of Voiced Obstruents for Differential Diagnosis Between Parkinson’s Disease and Multiple System Atrophy Interspeech 2021 Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement CVPR 2021 Estimating Calibrated Individualized Survival Curves with Deep Learning AAAI 2021 Estimation and Optimization of Composite Outcomes JMLR 2021 Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning ICLR 2021 Exploiting structured data for learning contagious diseases under incomplete testing ICML 2021 Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021 Exploring the Efficacy of Generic Drugs in Treating Cancer AAAI 2021 Fair Pairwise Exchange among Groups IJCAI 2021 Fast and Effective Biomedical Entity Linking Using a Dual Encoder EACL 2021 Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021 Fine-tuning BERT to classify COVID19 tweets containing symptoms NAACL 2021 Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021 Forecasting Irreversible Disease via Progression Learning CVPR 2021 Gender and Racial Fairness in Depression Research using Social Media EACL 2021 Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays MIDL 2021 GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients AAAI 2021 Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use AAAI 2021