Iain James Marshall

59 papers A* 4A 1B 1Journal 32Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Preliminary Usability Evaluation Study of a Co-Designed Patient Portal for Enhancing Stroke Survivors' Self-Management. ICHI Zhiqiang Huo, Timothy Neate, Fara Hamidi, David Wyatt, Sophie Rowland-Coomber, Martin Chapman, Charles Wolfe, Iain James Marshall, Vasa Curcin
2025	—	`conf`	Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature? CHIL Hye Sun Yun, Karen Y. C. Zhang, Ramez Kouzy, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace
2025	J	`jnl`	Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature? CoRR Hye Sun Yun, Karen Y. C. Zhang, Ramez Kouzy, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace
2025	J	`jnl`	Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine. CoRR Sebastian Joseph, Lily Chen, Barry Wei, Michael Mackert, Iain James Marshall, Paul Pu Liang, Ramez Kouzy, Byron C. Wallace, Junyi Jessy Li
2024	—	`conf`	A Preliminary Case Study of Developing a Web-Based Digital Portal for Stroke Survivors Using Synthetic Personal Health Data. ICHI Zhiqiang Huo, Timothy Neate, David Wyatt, Sophie Rowland-Coomber, Martin Chapman, Iain James Marshall, Charles Wolfe, Matthew O'Connell, Vasa Curcin
2024	—	`conf`	Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models. MLHC Hye Sun Yun, David Pogrebitskiy, Iain James Marshall, Byron C. Wallace
2024	J	`jnl`	Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models. CoRR Hye Sun Yun, David Pogrebitskiy, Iain James Marshall, Byron C. Wallace
2024	—	`conf`	Co-Designing a User-Centred Digital Portal to Support Health-Related Self-Management for Stroke Survivors. ICHI Zhiqiang Huo, Timothy Neate, David Wyatt, Sophie Rowland-Coomber, Martin Chapman, Iain James Marshall, Charles Wolfe, Matthew O'Connell, Vasa Curcin
2024	J	`jnl`	Do Multi-Document Summarization Models Trans. Assoc. Comput. Linguistics Jay DeYoung, Stephanie C. Martinez, Iain James Marshall, Byron C. Wallace
2024	J	`jnl`	Question answering systems for health professionals at the point of care - a systematic review. CoRR Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall
2024	J	`jnl`	Question answering systems for health professionals at the point of care - a systematic review. J. Am. Medical Informatics Assoc. Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall
2024	J	`jnl`	RealMedQA: A pilot biomedical question answering dataset containing realistic clinical questions. CoRR Gregory Kell, Angus Roberts, Serge Umansky, Yuti Khare, Najma Ahmed, Nikhil Patel, Chloe Simela, Jack Coumbe, Julian Rozario, Ryan-Rhys Griffiths, Iain James Marshall
2023	A*	`conf`	Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews. EMNLP Hye Sun Yun, Iain James Marshall, Thomas A. Trikalinos, Byron C. Wallace
2023	J	`jnl`	Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews. CoRR Hye Sun Yun, Iain James Marshall, Thomas A. Trikalinos, Byron C. Wallace
2023	—	`conf`	Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges. EACL (System Demonstrations) Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace
2023	J	`jnl`	Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges. CoRR Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace
2023	J	`jnl`	Do Multi-Document Summarization Models Synthesize? CoRR Jay DeYoung, Stephanie C. Martinez, Iain James Marshall, Byron C. Wallace
2023	J	`jnl`	Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success). CoRR Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace
2023	—	`conf`	Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success). ACL (2) Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace
2021	—	`conf`	Paragraph-level Simplification of Medical Texts. NAACL-HLT Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li
2021	J	`jnl`	Paragraph-level Simplification of Medical Texts. CoRR Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li
2021	J	`jnl`	What Would it Take to get Biomedical QA Systems into Practice? CoRR Gregory Kell, Iain James Marshall, Byron C. Wallace, André Jaun
2020	—	`conf`	Evidence Inference 2.0: More Data, Better Models. BioNLP Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
2020	J	`jnl`	Evidence Inference 2.0: More Data, Better Models. CoRR Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace
2020	J	`jnl`	Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization. CoRR Byron C. Wallace, Sayantan Saha, Frank Soboczenski, Iain James Marshall
2020	J	`jnl`	Trialstreamer: A living, automatically updated database of clinical trial reports. J. Am. Medical Informatics Assoc. Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas, Byron C. Wallace
2020	—	`conf`	Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time. ACL (demo) Benjamin E. Nye, Ani Nenkova, Iain James Marshall, Byron C. Wallace
2020	J	`jnl`	Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time. CoRR Benjamin E. Nye, Ani Nenkova, Iain James Marshall, Byron C. Wallace
2020	J	`jnl`	Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations. CoRR Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace
2019	J	`jnl`	Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study. BMC Medical Informatics Decis. Mak. Frank Soboczenski, Thomas A. Trikalinos, Joël Kuiper, Randolph G. Bias, Byron C. Wallace, Iain James Marshall
2018	—	`conf`	A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. ACL (1) Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	J	`jnl`	A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. CoRR Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	A*	`conf`	Learning Disentangled Representations of Texts with Application to Biomedical Abstracts. EMNLP Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain James Marshall, Byron C. Wallace
2018	J	`jnl`	Learning Disentangled Representations of Texts with Application to Biomedical Abstracts. CoRR Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain James Marshall, Byron C. Wallace
2018	A*	`conf`	Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. EMNLP Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace
2018	J	`jnl`	Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. CoRR Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace
2018	—	`conf`	Syntactic Patterns Improve Information Extraction for Medical Search. NAACL-HLT (2) Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	J	`jnl`	Syntactic Patterns Improve Information Extraction for Medical Search. CoRR Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2017	A	`conf`	A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation. CIKM Gaurav Singh, Iain James Marshall, James Thomas, John Shawe-Taylor, Byron C. Wallace
2017	—	`conf`	Automating Biomedical Evidence Synthesis: RobotReviewer. ACL (System Demonstrations) Iain James Marshall, Joël Kuiper, Edward Banner, Byron C. Wallace
2017	—	`conf`	Identifying Diagnostic Test Accuracy Publications using a Deep Model. CLEF (Working Notes) Gaurav Singh, Iain James Marshall, James Thomas, Byron C. Wallace
2017	J	`jnl`	Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach. J. Am. Medical Informatics Assoc. Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas
2016	J	`jnl`	Crowdsourcing Information Extraction for Biomedical Systematic Reviews. CoRR Yalin Sun, Pengxiang Cheng, Shengwei Wang, Hao Lyu, Matthew Lease, Iain James Marshall, Byron C. Wallace
2016	J	`jnl`	Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision. J. Mach. Learn. Res. Byron C. Wallace, Joël Kuiper, Aakash Sharma, Mingxi (Brian) Zhu, Iain James Marshall
2016	—	`conf`	Leveraging coreference to identify arms in medical abstracts: An experimental study. Louhi@EMNLP Elisa Ferracane, Iain James Marshall, Byron C. Wallace, Katrin Erk
2016	A*	`conf`	Rationale-Augmented Convolutional Neural Networks for Text Classification. EMNLP Ye Zhang, Iain James Marshall, Byron C. Wallace
2016	J	`jnl`	Rationale-Augmented Convolutional Neural Networks for Text Classification. CoRR Ye Zhang, Iain James Marshall, Byron C. Wallace
2016	J	`jnl`	RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials. J. Am. Medical Informatics Assoc. Iain James Marshall, Joël Kuiper, Byron C. Wallace
2015	J	`jnl`	Automating Risk of Bias Assessment for Clinical Trials. IEEE J. Biomed. Health Informatics Iain James Marshall, Joël Kuiper, Byron C. Wallace
2014	—	`conf`	Automating risk of bias assessment for clinical trials. BCB Iain James Marshall, Joël Kuiper, Byron C. Wallace
2014	B	`conf`	CompatibleOne: Bringing Cloud as a Commodity. IC2E Felipe Díaz Sánchez, Sawsan Al Zahr, Maurice Gagnaire, Jean-Pierre Laisné, Iain James Marshall
2014	J	`jnl`	CompatibleOne: The Open Source Cloud Broker. J. Grid Comput. Sami Yangui, Iain James Marshall, Jean-Pierre Laisné, Samir Tata
2014	—	`conf`	Spá: A Web-Based Viewer for Text Mining in Evidence Based Medicine. ECML/PKDD (3) Joël Kuiper, Iain James Marshall, Byron C. Wallace, Morris A. Swertz
2013	—	`conf`	COSCHED: A Scheduling Agent Maximizing Cloud Broker's Revenues under the CompatibleOne Architecture. TrustCom/ISPA/IUCC Felipe Díaz Sánchez, Maurice Gagnaire, Iain James Marshall, Jean-Pierre Laisné
2013	—	`conf`	Inter and intra Cloud Networking Gateway as a service. CloudNet Marouen Mechtri, Djamal Zeghlache, Elyes Zekri, Iain James Marshall
2013	—	`conf`	Inter-cloud Networking Gateway Architecture. CloudCom (2) Marouen Mechtri, Djamal Zeghlache, Elyes Zekri, Iain James Marshall
2013	J	`jnl`	Semantic multimedia remote display for mobile thin clients. Multim. Syst. Bojan Joveski, Mihai Mitrea, Pieter Simoens, Iain James Marshall, Françoise J. Prêteux, Bart Dhoedt
2012	J	`jnl`	Optimized mobile thin clients through a MPEG-4 BiFS semantic remote display framework. Multim. Tools Appl. Pieter Simoens, Bojan Joveski, Ludovico Gardenghi, Iain James Marshall, Bert Vankeirsbilck, Mihai Mitrea, Françoise J. Prêteux, Filip De Turck, Bart Dhoedt
2011	—	`conf`	Towards a multimedia remote viewer for mobile thin clients. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Bojan Joveski, Pieter Simoens, Ludovico Gardenghi, Iain James Marshall, Mihai Mitrea, Bert Vankeirsbilck, Françoise J. Prêteux, B. Dhoed