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Medical AI

1040 directly classified papers

Papers per year

Papers

Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
Knowledge Distillation via Constrained Variational Inference AAAI 2022
Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022
Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022
Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022
Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING 2022
Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition INTERSPEECH 2022
The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition INTERSPEECH 2022
Beyond calories: evaluating how tailored communication reduces emotional load in diet-coaching ACL 2022
DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem ACL 2022
Towards Generalizable Methods for Automating Risk Score Calculation ACL 2022
Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022
Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
Causal Transformer for Estimating Counterfactual Outcomes ICML 2022
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 2022
Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022
Interpretable Off-Policy Learning via Hyperbox Search ICML 2022
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022
Inverse Contextual Bandits: Learning How Behavior Evolves over Time ICML 2022
Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022
Optimal Local Explainer Aggregation for Interpretable Prediction AAAI 2022