Denis Jered McInerney

According to our database, Denis Jered McInerney authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.

Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng

J. Biomed. Informatics, 2024

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction.

Denis Jered McInerney, William Dickinson, Lucy C. Flynn, Andrea Young, Geoffrey S. Young, Jan-Willem van de Meent, Byron C. Wallace

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges.

Hiba Ahsan, Denis Jered McInerney, Jisoo Kim, Christopher Potter, Geoffrey S. Young, Silvio Amir, Byron C. Wallace

Proceedings of the Conference on Health, 2024

Open (Clinical) LLMs are Sensitive to Instruction Phrasings.

Alberto Mario Ceballos-Arroyo, Monica Munnangi, Jiuding Sun, Karen Y. C. Zhang, Denis Jered McInerney, Byron C. Wallace, Silvio Amir

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness.

Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng

CoRR, 2023

CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models.

Denis Jered McInerney, Geoffrey S. Young, Jan-Willem van de Meent, Byron C. Wallace

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges.

Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

2022

That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data.

Denis Jered McInerney, Geoffrey S. Young, Jan-Willem van de Meent, Byron C. Wallace

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking.

Denis Jered McInerney, Luyang Kong, Kristjan Arumae, Byron C. Wallace, Parminder Bhatia

CoRR, 2021

2020

Query-Focused EHR Summarization to Aid Imaging Diagnosis.

Denis Jered McInerney, Borna Dabiri, Anne-Sophie Touret, Geoffrey S. Young, Jan-Willem van de Meent, Byron C. Wallace

Proceedings of the Machine Learning for Healthcare Conference, 2020