NLPExplorer

ClinicalNLP - 2020

Total Papers:- 34

Total Papers accross all years:- 130

Total Citations :- 0

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Learning from Unlabelled Data for Clinical Semantic Textual Similarity

Yuxia Wang | Karin Verspoor | Timothy Baldwin |

On the diminishing return of labeling clinical reports

Jean-Baptiste Lamare | Oloruntobiloba Olatunji | Li Yao |

Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records

Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder

John Pougué Biyong | Bo Wang | Terry Lyons | Alejo Nevado-Holgado |

BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition

Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics

Miao Chen | Ganhui Lan | Fang Du | Victor Lobanov |

Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer’s Disease (AD) using Mental Health Records: a Classification Approach

Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks

Hongyin Luo | Shang-Wen Li | James Glass |

MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining

Zhi Wen | Xing Han Lu | Siva Reddy |

Automatic recognition of abdominal lymph nodes from clinical text

How You Ask Matters: The Effect of Paraphrastic Questions to BERT Performance on a Clinical SQuAD Dataset

Sungrim (Riea) Moon | Jungwei Fan |

Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries

Extracting Semantic Aspects for Structured Representation of Clinical Trial Eligibility Criteria

Tirthankar Dasgupta | Ishani Mondal | Abir Naskar | Lipika Dey |

Advancing Seq2seq with Joint Paraphrase Learning

So Yeon Min | Preethi Raghavan | Peter Szolovits |

Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation