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Medical AI

1040 directly classified papers

Papers per year

Papers

SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ACL 2022
Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks INTERSPEECH 2022
Voicing decision based on phonemes classification and spectral moments for whisper-to-speech conversion INTERSPEECH 2022
Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection INTERSPEECH 2022
Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations INTERSPEECH 2022
Counterfactual harm NIPS 2022
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare NIPS 2022
Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NIPS 2022
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NIPS 2022
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NIPS 2022
Temporally-Consistent Survival Analysis NIPS 2022
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NIPS 2022
Calibration Error for Heterogeneous Treatment Effects AISTATS 2022
A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022
Optimizing Early Warning Classifiers to Control False Alarms via a Minimum Precision Constraint AISTATS 2022
Leveraging Time Irreversibility with Order-Contrastive Pre-training AISTATS 2022
Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data INTERSPEECH 2022
Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion INTERSPEECH 2022
COVID-19 detection based on respiratory sensing from speech INTERSPEECH 2022
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings INTERSPEECH 2022
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification NIPS 2022
Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition INTERSPEECH 2022
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain EMNLP 2022
SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022
Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract) AAAI 2022