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4 papers · 2 filters
Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks
Siddhartha Nuthakki, Sunil Neela, Judy W. Gichoya +1
Coding diagnosis and procedures in medical records is a crucial process in the healthcare industry, which includes the creation of accurate billings, receiving reimbursements from…
Automatic Text-based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings
Hang Jiang, Xianzhe Zhang, Jinho D. Choi
Previous works related to automatic personality recognition focus on using traditional classification models with linguistic features. However, attentive neural networks with conte…
Towards Automatic Bot Detection in Twitter for Health-related Tasks
Anahita Davoudi, Ari Z. Klein, Abeed Sarker +1
With the increasing use of social media data for health-related research, the credibility of the information from this source has been questioned as the posts may originate from au…
Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission
Bonggun Shin, Julien Hogan, Andrew B. Adams +3
Electronic Health Records (EHRs) have been heavily used to predict various downstream clinical tasks such as readmission or mortality. One of the modalities in EHRs, clinical notes…