Oladimeji Farri

According to our database1, Oladimeji Farri authored at least 41 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Data from Thoracic Radiology Reports.
CoRR, 2023

Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge.
CoRR, 2023

shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

RadLing: Towards Efficient Radiology Report Understanding.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2020
Assertion Detection in Multi-Label Clinical Text using Scope Localization.
CoRR, 2020

Clinical NER using Spanish BERT Embeddings.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

2019
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification.
Artif. Intell. Medicine, 2019

Clinical Natural Language Processing with Deep Learning.
Proceedings of the Data Science for Healthcare - Methodologies and Applications, 2019

2018
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Towards Dataset Creation And Establishing Baselines for Sentence-level Neural Clinical Paraphrase Generation and Simplification.
Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018


Overview of ImageCLEF 2018 Medical Domain Visual Question Answering Task.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

A Hybrid Approach to Precision Medicine-related Biomedical Article Retrieval and Clinical Trial Matching.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Recognizing Tweet Relevance with Profile-specific and Profile-independent Supervised Models.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Open domain real-time question answering based on asynchronous multiperspective context-driven retrieval and neural paraphrasing.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Extracting and Normalizing Adverse Drug Reactions from Drug Labels.
Proceedings of the 2017 Text Analysis Conference, 2017

Diagnostic Inferencing via Improving Clinical Concept Extraction with Deep Reinforcement Learning: A Preliminary Study.
Proceedings of the Machine Learning for Health Care Conference, 2017

Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Medical Concept Normalization for Online User-Generated Texts.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Attention-Based Medical Caption Generation with Image Modality Classification and Clinical Concept Mapping.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

PRNA at ImageCLEF 2017 Caption Prediction and Concept Detection Tasks.
Proceedings of the Working Notes of CLEF 2017, 2017

A statistics and UMLS-based tool for assisted semantic annotation of Brazilian clinical documents.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Automated clinical diagnosis: The role of content in various sections of a clinical document.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Condensed Memory Networks for Clinical Diagnostic Inferencing.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Assorted Textual Features and Dynamic Push Strategies for Real-time Tweet Notification.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Neural Paraphrase Generation with Stacked Residual LSTM Networks.
Proceedings of the COLING 2016, 2016

Does Section Order Affect Physicians' Experiences Reviewing Ambulatory Progress Notes?
Proceedings of the AMIA 2016, 2016

Neural Clinical Paraphrase Generation with Attention.
Proceedings of the Clinical Natural Language Processing Workshop, 2016

2015
Exploiting Neural Embeddings for Social Media Data Analysis.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Using Neural Embeddings for Diagnostic Inferencing in Clinical Question Answering.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Ontology-Driven Semantic Search for Brazilian Portuguese Clinical Notes.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Drug Database Refinement Using Machine Learning and Text Analysis.
Proceedings of the AMIA 2015, 2015

2014
A Hybrid Approach to Clinical Question Answering.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014

2013
Effects of time constraints on clinician-computer interaction: A study on information synthesis from EHR clinical notes.
J. Biomed. Informatics, 2013

2012
Feasibility of encoding the Institute for Clinical Systems Improvement Depression Guideline using the Omaha System.
J. Biomed. Informatics, 2012

Evaluating Effects of Public Health Nurse Home Visitng on Health Literacy for Immigrants and Refugees Using Standardized Nursing Terminology Data.
Proceedings of the Nursing Informatics 2014 - East Meets West eSMART+, 2012

A Qualitative Analysis of EHR Clinical Document Synthesis by Clinicians.
Proceedings of the AMIA 2012, 2012


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