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Medical AI

1040 directly classified papers

Papers per year

Papers

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022
Cross-modal Contrastive Attention Model for Medical Report Generation COLING 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings COLING 2022
Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech INTERSPEECH 2022
The USMLE® Step 2 Clinical Skills Patient Note Corpus NAACL 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
User-Driven Research of Medical Note Generation Software NAACL 2022
PriMock57: A Dataset Of Primary Care Mock Consultations ACL 2022
How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022
Data Augmentation for Biomedical Factoid Question Answering ACL 2022
Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again EMNLP 2022
Readability Controllable Biomedical Document Summarization EMNLP 2022
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022
Detecting Dementia from Long Neuropsychological Interviews EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
BERT for Long Documents: A Case Study of Automated ICD Coding EMNLP 2022
Improving information fusion on multimodal clinical data in classification settings EMNLP 2022
Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment INTERSPEECH 2022
Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia INTERSPEECH 2022
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0 INTERSPEECH 2022
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022