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Medical AI

274 directly classified papers

Papers per year

Papers

Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022
RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips COLING 2022
Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
A Holistic Framework for Analyzing the COVID-19 Vaccine Debate NAACL 2022
SurDis: A Surface Discontinuity Dataset for Wearable Technology to Assist Blind Navigation in Urban Environments NIPS 2022
Mind Reader: Reconstructing complex images from brain activities NIPS 2022
Causes of Effects: Learning Individual Responses from Population Data IJCAI 2022
Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks JMLR 2022
Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ICML 2022
Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022
Are reported accuracies in the clinical speech machine learning literature overoptimistic? INTERSPEECH 2022
Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images AAAI 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model ACL 2022
Investigating the Medical Coverage of a Translation System into Pictographs for Patients with an Intellectual Disability ACL 2022
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning NIPS 2022
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization NIPS 2022
UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text ACL 2022
Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model JMLR 2021
Biomedical Concept Normalization by Leveraging Hypernyms EMNLP 2021