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Medical AI

1040 directly classified papers

Papers per year

Papers

Estimating Calibrated Individualized Survival Curves with Deep Learning AAAI 2021
RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021
DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis AAAI 2021
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021
LISN @ WMT 2021 EMNLP 2021
NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021
Neural Pharmacodynamic State Space Modeling ICML 2021
Causal Hidden Markov Model for Time Series Disease Forecasting CVPR 2021
Fine-tuning BERT to classify COVID19 tweets containing symptoms NAACL 2021
BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter NAACL 2021
Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications NAACL 2021
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021
KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021
BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021 NAACL 2021
View Distillation with Unlabeled Data for Extracting Adverse Drug Effects from User-Generated Data NAACL 2021
On the Generation of Medical Dialogs for COVID-19 ACL 2021
Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021
Attention via Scattering Transforms for Segmentation of Small Intravascular Ultrasound Data Sets MIDL 2021
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays MIDL 2021
Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification MIDL 2021
Path dependent structural equation models UAI 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021
Gender and Racial Fairness in Depression Research using Social Media EACL 2021
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift EACL 2021