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ORCIDIain James Marshall
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2020 – today
- 2024
[j11]Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall
:
Question answering systems for health professionals at the point of care - a systematic review. J. Am. Medical Informatics Assoc. 31(4): 1009-1024 (2024)- [j10]Jay DeYoung, Stephanie C. Martinez, Iain James Marshall, Byron C. Wallace:
Do Multi-Document Summarization Models Synthesize? Trans. Assoc. Comput. Linguistics 12: 1043-1062 (2024) - [i19]Gregory Kell, Angus Roberts, Serge Umansky, Linglong Qian, Davide Ferrari, Frank Soboczenski, Byron C. Wallace, Nikhil Patel, Iain James Marshall:
Question answering systems for health professionals at the point of care - a systematic review. CoRR abs/2402.01700 (2024) - [i18]Hye Sun Yun, David Pogrebitskiy, Iain James Marshall, Byron C. Wallace:
Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models. CoRR abs/2405.01686 (2024) - [i17]Gregory Kell, Angus Roberts, Serge Umansky, Yuti Khare, Najma Ahmed, Nikhil Patel, Chloe Simela, Jack Coumbe, Julian Rozario, Ryan-Rhys Griffiths, Iain James Marshall:
RealMedQA: A pilot biomedical question answering dataset containing realistic clinical questions. CoRR abs/2408.08624 (2024) - 2023
- [c22]Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace:
Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success). ACL (2) 2023: 1387-1407 - [c21]Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace:
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges. EACL (System Demonstrations) 2023: 236-247 - [c20]Hye Sun Yun, Iain James Marshall, Thomas A. Trikalinos, Byron C. Wallace:
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews. EMNLP 2023: 10122-10139 - [i16]Jay DeYoung, Stephanie C. Martinez, Iain James Marshall, Byron C. Wallace:
Do Multi-Document Summarization Models Synthesize? CoRR abs/2301.13844 (2023) - [i15]Sanjana Ramprasad, Denis Jered McInerney, Iain James Marshall, Byron C. Wallace:
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges. CoRR abs/2303.05392 (2023) - [i14]Chantal Shaib, Millicent L. Li, Sebastian Joseph, Iain James Marshall, Junyi Jessy Li, Byron C. Wallace:
Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success). CoRR abs/2305.06299 (2023) - [i13]Hye Sun Yun, Iain James Marshall, Thomas A. Trikalinos, Byron C. Wallace:
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews. CoRR abs/2305.11828 (2023) - 2021
- [c19]Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li:
Paragraph-level Simplification of Medical Texts. NAACL-HLT 2021: 4972-4984 - [i12]Ashwin Devaraj, Iain James Marshall, Byron C. Wallace, Junyi Jessy Li:
Paragraph-level Simplification of Medical Texts. CoRR abs/2104.05767 (2021) - [i11]Gregory Kell, Iain James Marshall, Byron C. Wallace, André Jaun:
What Would it Take to get Biomedical QA Systems into Practice? CoRR abs/2109.10415 (2021) - 2020
- [j9]Iain James Marshall, Benjamin E. Nye, Joël Kuiper, Anna Noel-Storr, Rachel Marshall, Rory Maclean, Frank Soboczenski, Ani Nenkova, James Thomas, Byron C. Wallace:
Trialstreamer: A living, automatically updated database of clinical trial reports. J. Am. Medical Informatics Assoc. 27(12): 1903-1912 (2020) - [c18]Benjamin E. Nye, Ani Nenkova, Iain James Marshall, Byron C. Wallace:
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time. ACL (demo) 2020: 63-69 - [c17]Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace:
Evidence Inference 2.0: More Data, Better Models. BioNLP 2020: 123-132 - [i10]Jay DeYoung, Eric Lehman, Benjamin E. Nye, Iain James Marshall, Byron C. Wallace:
Evidence Inference 2.0: More Data, Better Models. CoRR abs/2005.04177 (2020) - [i9]Benjamin E. Nye, Ani Nenkova, Iain James Marshall, Byron C. Wallace:
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time. CoRR abs/2005.10865 (2020) - [i8]Byron C. Wallace, Sayantan Saha, Frank Soboczenski, Iain James Marshall:
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization. CoRR abs/2008.11293 (2020) - [i7]Benjamin E. Nye, Jay DeYoung, Eric Lehman, Ani Nenkova, Iain James Marshall, Byron C. Wallace:
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations. CoRR abs/2010.03550 (2020)
2010 – 2019
- 2019
- [j8]Frank Soboczenski, Thomas A. Trikalinos, Joël Kuiper, Randolph G. Bias, Byron C. Wallace, Iain James Marshall:
Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study. BMC Medical Informatics Decis. Mak. 19(1): 96:1-96:12 (2019) - 2018
- [c16]Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. ACL (1) 2018: 197-207 - [c15]Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace:
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. EMNLP 2018: 2837-2842 - [c14]Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain James Marshall, Byron C. Wallace:
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts. EMNLP 2018: 4683-4693 - [c13]Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
Syntactic Patterns Improve Information Extraction for Medical Search. NAACL-HLT (2) 2018: 371-377 - [i6]Sarthak Jain, Edward Banner, Jan-Willem van de Meent, Iain James Marshall, Byron C. Wallace:
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts. CoRR abs/1804.07212 (2018) - [i5]Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
Syntactic Patterns Improve Information Extraction for Medical Search. CoRR abs/1805.00097 (2018) - [i4]Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace:
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. CoRR abs/1806.04185 (2018) - [i3]Gaurav Singh, James Thomas, Iain James Marshall, John Shawe-Taylor, Byron C. Wallace:
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding. CoRR abs/1810.01468 (2018) - 2017
- [j7]Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas:
Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach. J. Am. Medical Informatics Assoc. 24(6): 1165-1168 (2017) - [c12]Iain James Marshall, Joël Kuiper, Edward Banner, Byron C. Wallace:
Automating Biomedical Evidence Synthesis: RobotReviewer. ACL (System Demonstrations) 2017: 7-12 - [c11]Gaurav Singh, Iain James Marshall, James Thomas, John Shawe-Taylor, Byron C. Wallace:
A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation. CIKM 2017: 1519-1528 - [c10]Gaurav Singh, Iain James Marshall, James Thomas, Byron C. Wallace:
Identifying Diagnostic Test Accuracy Publications using a Deep Model. CLEF (Working Notes) 2017 - 2016
- [j6]Iain James Marshall, Joël Kuiper, Byron C. Wallace:
RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials. J. Am. Medical Informatics Assoc. 23(1): 193-201 (2016) - [j5]Byron C. Wallace, Joël Kuiper, Aakash Sharma, Mingxi (Brian) Zhu, Iain James Marshall:
Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision. J. Mach. Learn. Res. 17: 132:1-132:25 (2016) - [c9]Elisa Ferracane, Iain James Marshall, Byron C. Wallace, Katrin Erk:
Leveraging coreference to identify arms in medical abstracts: An experimental study. Louhi@EMNLP 2016: 86-95 - [c8]Ye Zhang, Iain James Marshall, Byron C. Wallace:
Rationale-Augmented Convolutional Neural Networks for Text Classification. EMNLP 2016: 795-804 - [i2]Ye Zhang, Iain James Marshall, Byron C. Wallace:
Rationale-Augmented Convolutional Neural Networks for Text Classification. CoRR abs/1605.04469 (2016) - [i1]Yalin Sun, Pengxiang Cheng, Shengwei Wang, Hao Lyu, Matthew Lease, Iain James Marshall, Byron C. Wallace:
Crowdsourcing Information Extraction for Biomedical Systematic Reviews. CoRR abs/1609.01017 (2016) - 2015
- [j4]Iain James Marshall, Joël Kuiper, Byron C. Wallace:
Automating Risk of Bias Assessment for Clinical Trials. IEEE J. Biomed. Health Informatics 19(4): 1406-1412 (2015) - 2014
- [j3]Sami Yangui, Iain James Marshall, Jean-Pierre Laisné, Samir Tata:
CompatibleOne: The Open Source Cloud Broker. J. Grid Comput. 12(1): 93-109 (2014) - [c7]Iain James Marshall, Joël Kuiper, Byron C. Wallace:
Automating risk of bias assessment for clinical trials. BCB 2014: 88-95 - [c6]Felipe Díaz Sánchez, Sawsan Al Zahr, Maurice Gagnaire, Jean-Pierre Laisné, Iain James Marshall:
CompatibleOne: Bringing Cloud as a Commodity. IC2E 2014: 397-402 - [c5]Joël Kuiper, Iain James Marshall, Byron C. Wallace, Morris A. Swertz:
Spá: A Web-Based Viewer for Text Mining in Evidence Based Medicine. ECML/PKDD (3) 2014: 452-455 - 2013
- [j2]Bojan Joveski, Mihai Mitrea, Pieter Simoens, Iain James Marshall, Françoise J. Prêteux, Bart Dhoedt:
Semantic multimedia remote display for mobile thin clients. Multim. Syst. 19(5): 455-474 (2013) - [c4]Marouen Mechtri, Djamal Zeghlache, Elyes Zekri, Iain James Marshall:
Inter-cloud Networking Gateway Architecture. CloudCom (2) 2013: 188-194 - [c3]Marouen Mechtri, Djamal Zeghlache, Elyes Zekri, Iain James Marshall:
Inter and intra Cloud Networking Gateway as a service. CloudNet 2013: 156-163 - [c2]Felipe Díaz Sánchez, Maurice Gagnaire, Iain James Marshall, Jean-Pierre Laisné:
COSCHED: A Scheduling Agent Maximizing Cloud Broker's Revenues under the CompatibleOne Architecture. TrustCom/ISPA/IUCC 2013: 1862-1867 - 2012
- [j1]Pieter Simoens, Bojan Joveski, Ludovico Gardenghi, Iain James Marshall, Bert Vankeirsbilck, Mihai Mitrea, Françoise J. Prêteux, Filip De Turck, Bart Dhoedt:
Optimized mobile thin clients through a MPEG-4 BiFS semantic remote display framework. Multim. Tools Appl. 61(2): 447-470 (2012) - 2011
- [c1]Bojan Joveski, Pieter Simoens, Ludovico Gardenghi, Iain James Marshall, Mihai Mitrea, Bert Vankeirsbilck, Françoise J. Prêteux, B. Dhoed:
Towards a multimedia remote viewer for mobile thin clients. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems 2011: 788102
Coauthor Index
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last updated on 2024-11-05 21:01 CET by the dblp team
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