Chunhua Weng

263 papers A 2Misc 66Journal 142Unranked 44
YearRankTypeTitle / Venue / Authors
2026 J jnl
A data-driven method for research trend analysis in a scientific discipline: Application to the journal of biomedical informatics.
J. Biomed. Informatics
Yilu Fang, Gongbo Zhang, Samir Sanchez Tejada, Fangyi Chen, Edward H. Shortliffe, Vimla L. Patel, Mor Peleg, Chunhua Weng
2026 J jnl
Autonomous Agent-Orchestrated Digital Twins (AADT): Leveraging the OpenClaw Framework for State Synchronization in Rare Genetic Disorders.
CoRR
Hongzhuo Chen, Zhanliang Wang, Quan M. Nguyen, Gongbo Zhang, Chunhua Weng, Kai Wang
2026 J jnl
CPGPrompt: Translating Clinical Guidelines into LLM-Executable Decision Support.
CoRR
Ruiqi Deng, Geoffrey Martin, Tony Wang, Gongbo Zhang, Yi Liu, Chunhua Weng, Yanshan Wang, Justin F. Rousseau, Yifan Peng
2026 J jnl
Toward Global Large Language Models in Medicine.
CoRR
Rui Yang, Huitao Li, Weihao Xuan, Heli Qi, Xin Li, Kunyu Yu, Yingjian Chen, Rongrong Wang, Jacques Behmoaras, Tianxi Cai, Bibhas Chakraborty, Qingyu Chen, Lionel Tim-Ee Cheng, Marie-Louise Damwanza, Chido Dzinotyiwei, Aosong Feng, Chuan Hong, Yusuke Iwasawa, Yuhe Ke, Linah Kitala, Taehoon Ko, Jisan Lee, Irene Li, Jonathan Chong Kai Liew, Hongfang Liu, Lian Leng Low, Edison Marrese-Taylor, Yutaka Matsuo, Isheanesu Misi, Yilin Ning, Jasmine Chiat Ling Ong, Marcus Eng Hock Ong, Enrico Petretto, Hossein Rouhizadeh, Abiram Sandralegar, Oren Schreier, Iain Bee Huat Tan, Patrick Tan, Daniel Shu Wei Ting, Junjue Wang, Chunhua Weng, Matthew Yu Heng Wong, Fang Wu, Yunze Xiao, Xuhai Xu, Qingcheng Zeng, Zhuo Zheng, Yifan Peng, Douglas Teodoro, Nan Liu
2025 J jnl
A Method for Characterizing Disease Progression from Acute Kidney Injury to Chronic Kidney Disease.
CoRR
Yilu Fang, Jordan G. Nestor, Casey N. Ta, Jerard Z. Kneifati-Hayek, Chunhua Weng
2025 — conf
A Pilot Meta-Research on Evolving Evidence Behind Genetic Variant (Re)Classification.
MedInfo
Haotian Ma, Zihan Xu, Wendy K. Chung, Chunhua Weng, Yifan Peng
2025 J jnl
A method for characterizing disease progression from acute kidney injury to chronic kidney disease.
J. Biomed. Informatics
Yilu Fang, Jordan G. Nestor, Casey N. Ta, Jerard Z. Kneifati-Hayek, Chunhua Weng
2025 J jnl
CLEAR: A vision to support clinical evidence lifecycle with continuous learning.
J. Biomed. Informatics
Yilu Fang, Gongbo Zhang, Fangyi Chen, George Hripcsak, Yifan Peng, Patrick B. Ryan, Chunhua Weng
2025 — conf
EvidenceOutcomes: A Dataset of Clinical Trial Publications with Clinically Meaningful Outcomes.
MedInfo
Yiliang Zhou, Abigail M. Newbury, Gongbo Zhang, Betina Ross S. Idnay, Hao Liu, Chunhua Weng, Yifan Peng
2025 J jnl
EvidenceOutcomes: a Dataset of Clinical Trial Publications with Clinically Meaningful Outcomes.
CoRR
Yiliang Zhou, Abigail M. Newbury, Gongbo Zhang, Betina Ross S. Idnay, Hao Liu, Chunhua Weng, Yifan Peng
2025 J jnl
Incorporating preprints in systematic reviews: a preliminary study of a novel method for rapid evidence synthesis.
J. Am. Medical Informatics Assoc.
Jiayi Tong, Yifei Sun, Rebecca A. Hubbard, M. Elle Saine, Hua Xu, Xu Zuo, Lifeng Lin, Chunhua Weng, Christopher H. Schmid, Stephen E. Kimmel, Craig A. Umscheid, Adam Cuker, Yong Chen
2025 J jnl
Leveraging long context in retrieval augmented language models for medical question answering.
npj Digit. Medicine
Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng
2025 J jnl
Machine Learning Applications Related to Suicide in Military and Veterans: A Scoping Literature Review.
CoRR
Yuhan Zhang, Yishu Wei, Yanshan Wang, Yunyu Xiao, Ronald K. Poropatich, Gretchen L. Haas, Yiye Zhang, Chunhua Weng, Jinze Liu, Lisa A. Brenner, James M. Bjork, Yifan Peng
2025 J jnl
Machine learning applications related to suicide in military and Veterans: A scoping literature review.
J. Biomed. Informatics
Yuhan Zhang, Yishu Wei, Yanshan Wang, Yunyu Xiao, Ronald K. Poropatich, Gretchen L. Haas, Yiye Zhang, Chunhua Weng, Jinze Liu, Lisa A. Brenner, James M. Bjork, Yifan Peng
2025 J jnl
Mini-mental status examination phenotyping for Alzheimer's disease patients using both structured and narrative electronic health record features.
J. Am. Medical Informatics Assoc.
Betina Idnay, Gongbo Zhang, Fangyi Chen, Casey N. Ta, Matthew W. Schelke, Karen Marder, Chunhua Weng
2025 — conf
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review.
ACL (Findings)
Zihan Xu, Haotian Ma, Yihao Ding, Gongbo Zhang, Chunhua Weng, Yifan Peng
2025 J jnl
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review.
CoRR
Zihan Xu, Haotian Ma, Gongbo Zhang, Yihao Ding, Chunhua Weng, Yifan Peng
2025 J jnl
Scalable Scientific Interest Profiling Using Large Language Models.
CoRR
Yilun Liang, Gongbo Zhang, Edward Sun, Betina Idnay, Yilu Fang, Fangyi Chen, Casey N. Ta, Yifan Peng, Chunhua Weng
2025 J jnl
Scalable scientific interest profiling using large language models.
J. Biomed. Informatics
Yilun Liang, Gongbo Zhang, Edward Sun, Betina Idnay, Yilu Fang, Fangyi Chen, Casey N. Ta, Yifan Peng, Chunhua Weng
2025 J jnl
Semi-supervised learning from small annotated data and large unlabeled data for fine-grained Participants, Intervention, Comparison, and Outcomes entity recognition.
J. Am. Medical Informatics Assoc.
Fangyi Chen, Gongbo Zhang, Yilu Fang, Yifan Peng, Chunhua Weng
2025 J jnl
WatchGuardian: Enabling User-Defined Personalized Just-in-Time Intervention on Smartwatch.
CoRR
Ying Lei, Yancheng Cao, Will Wang, Yuanzhe Dong, Changchang Yin, Weidan Cao, Ping Zhang, Jingzhen Yang, Bingsheng Yao, Yifan Peng, Chunhua Weng, Randy Auerbach, Lena Mamykina, Dakuo Wang, Yuntao Wang, Xuhai Xu
2024 J jnl
A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models.
CoRR
Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng
2024 J jnl
A Span-based Model for Extracting Overlapping PICO Entities from RCT Publications.
CoRR
Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng
2024 J jnl
A span-based model for extracting overlapping PICO entities from randomized controlled trial publications.
J. Am. Medical Informatics Assoc.
Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng
2024 J jnl
Closing the gap between open source and commercial large language models for medical evidence summarization.
npj Digit. Medicine
Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Yiming Luo, Elizabeth Park, Jordan G. Nestor, Matthew E. Spotnitz, Ali Soroush, Thomas Campion, Zhiyong Lu, Chunhua Weng, Yifan Peng
2024 J jnl
Closing the gap between open-source and commercial large language models for medical evidence summarization.
CoRR
Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina Ross S. Idnay, Yiming Luo, Elizabeth Park, Jordan G. Nestor, Matthew E. Spotnitz, Ali Soroush, Thomas Campion, Zhiyong Lu, Chunhua Weng, Yifan Peng
2024 J jnl
Converting OMOP CDM to phenopackets: A model alignment and patient data representation evaluation.
J. Biomed. Informatics
Kayla Schiffer-Kane, Cong Liu, Tiffany J. Callahan, Casey N. Ta, Jordan G. Nestor, Chunhua Weng
2024 J jnl
Criteria2Query 3.0: Leveraging generative large language models for clinical trial eligibility query generation.
J. Biomed. Informatics
Jimyung Park, Yilu Fang, Casey N. Ta, Gongbo Zhang, Betina Idnay, Fangyi Chen, David Feng, Rebecca Shyu, Emily R. Gordon, Matthew E. Spotnitz, Chunhua Weng
2024 J jnl
Demystifying Large Language Models for Medicine: A Primer.
CoRR
Qiao Jin, Nicholas Wan, Robert Leaman, Shubo Tian, Zhizheng Wang, Yifan Yang, Zifeng Wang, Guangzhi Xiong, Po-Ting Lai, Qingqing Zhu, Benjamin Hou, Maame Sarfo-Gyamfi, Gongbo Zhang, Aidan Gilson, Balu Bhasuran, Zhe He, Aidong Zhang, Jimeng Sun, Chunhua Weng, Ronald M. Summers, Qingyu Chen, Yifan Peng, Zhiyong Lu
2024 J jnl
Enhancing phenotype recognition in clinical notes using large language models: PhenoBCBERT and PhenoGPT.
Patterns
Jingye Yang, Cong Liu, Wendy Deng, Da Wu, Chunhua Weng, Yunyun Zhou, Kai Wang
2024 J jnl
Environment Scan of Generative AI Infrastructure for Clinical and Translational Science.
CoRR
Betina Idnay, Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos, Douglas S. Bell, Cody Bumgardner, Thomas R. Campion Jr., Victor M. Castro, James J. Cimino, I. Glenn Cohen, David A. Dorr, Peter L. Elkin, Jungwei W. Fan, Todd Ferris, David J. Foran, David A. Hanauer, Mike Hogarth, Kun Huang, Jayashree Kalpathy-Cramer, Manoj Kandpal, Niranjan S. Karnik, Avnish Katoch, Albert M. Lai, Christophe G. Lambert, Lang Li, Christopher J. Lindsell, Jinze Liu, Zhiyong Lu, Yuan Luo, Peter McGarvey, Eneida A. Mendonça, Parsa Mirhaji, Shawn N. Murphy, John D. Osborne, Ioannis Ch. Paschalidis, Paul A. Harris, Fred W. Prior, Nicholas J. Shaheen, Nawar Shara, Ida Sim, Umberto Tachinardi, Lemuel R. Waitman, Rosalind J. Wright, Adrian H. Zai, Kai Zheng, Sandra Soo-Jin Lee, Bradley A. Malin, Karthik Natarajan, W. Nicholson Price, Rui Zhang, Yiye Zhang, Hua Xu, Jiang Bian, Chunhua Weng, Yifan Peng
2024 J jnl
Fine-tuning large language models for rare disease concept normalization.
J. Am. Medical Informatics Assoc.
Andy Wang, Cong Liu, Jingye Yang, Chunhua Weng
2024 J jnl
Knowledge-guided generative artificial intelligence for automated taxonomy learning from drug labels.
J. Am. Medical Informatics Assoc.
Yilu Fang, Patrick Ryan, Chunhua Weng
2024 J jnl
Large language models in biomedicine and health: current research landscape and future directions.
J. Am. Medical Informatics Assoc.
Zhiyong Lu, Yifan Peng, Trevor Cohen, Marzyeh Ghassemi, Chunhua Weng, Shubo Tian
2024 J jnl
Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.
J. Biomed. Informatics
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
2024 J jnl
Participant-guided development of bilingual genomic educational infographics for Electronic Medical Records and Genomics Phase IV study.
J. Am. Medical Informatics Assoc.
Aimiel Casillan, Michelle E. Florido, Jamie Galarza-Cornejo, Suzanne Bakken, John A. Lynch, Wendy K. Chung, Kathleen F. Mittendorf, Eta S. Berner, John J. Connolly, Chunhua Weng, Ingrid A. Holm, Atlas Khan, Krzysztof Kiryluk, Nita A. Limdi, Lynn Petukhova, Maya Sabatello, Julia Wynn
2024 J jnl
Phenotype driven molecular genetic test recommendation for diagnosing pediatric rare disorders.
npj Digit. Medicine
Fangyi Chen, Priyanka Ahimaz, Quan M. Nguyen, Rachel Lewis, Wendy K. Chung, Casey N. Ta, Katherine M. Szigety, Sarah E. Sheppard, Ian M. Campbell, Kai Wang, Chunhua Weng, Cong Liu
2024 J jnl
Promoting equity in clinical research: The role of social determinants of health.
J. Biomed. Informatics
Betina Idnay, Yilu Fang, Edward Stanley, Brenda Ruotolo, Wendy K. Chung, Karen Marder, Chunhua Weng
2024 J jnl
Rare disease diagnosis using knowledge guided retrieval augmentation for ChatGPT.
J. Biomed. Informatics
Charlotte Zelin, Wendy K. Chung, Mederic Jeanne, Gongbo Zhang, Chunhua Weng
2024 J jnl
Semi-Supervised Learning from Small Annotated Data and Large Unlabeled Data for Fine-grained PICO Entity Recognition.
CoRR
Fangyi Chen, Gongbo Zhang, Yilu Fang, Yifan Peng, Chunhua Weng
2024 J jnl
Sociotechnical feasibility of natural language processing-driven tools in clinical trial eligibility prescreening for Alzheimer's disease and related dementias.
J. Am. Medical Informatics Assoc.
Betina Ross S. Idnay, Jianfang Liu, Yilu Fang, Alex Hernandez, Shivani Kaw, Alicia Etwaru, Janeth Juarez Padilla, Sergio Ozoria Ramirez, Karen Marder, Chunhua Weng, Rebecca Schnall
2023 — conf
A Model for Multi-Institutional Clinical Data Repository.
MIE
Karthik Natarajan, Chunhua Weng, Soumitra Sengupta
2023 J jnl
A data-driven approach to optimizing clinical study eligibility criteria.
J. Biomed. Informatics
Yilu Fang, Hao Liu, Betina Ross S. Idnay, Casey N. Ta, Karen Marder, Chunhua Weng
2023 J jnl
Characterizing variability of electronic health record-driven phenotype definitions.
J. Am. Medical Informatics Assoc.
Pascal S. Brandt, Abel N. Kho, Yuan Luo, Jennifer A. Pacheco, Theresa L. Walunas, Hakon Hakonarson, George Hripcsak, Cong Liu, Ning Shang, Chunhua Weng, Nephi Walton, David S. Carrell, Paul K. Crane, Eric B. Larson, Christopher G. Chute, Iftikhar J. Kullo, Robert J. Carroll, Joshua C. Denny, Andrea H. Ramirez, Wei-Qi Wei, Jyotishman Pathak, Laura K. Wiley, Rachel L. Richesson, Justin B. Starren, Luke V. Rasmussen
2023 J jnl
Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records.
J. Am. Medical Informatics Assoc.
Casey N. Ta, Jason E. Zucker, Po-Hsiang Chiu, Yilu Fang, Karthik Natarajan, Chunhua Weng
2023 J jnl
Clinical research staff perceptions on a natural language processing-driven tool for eligibility prescreening: An iterative usability assessment.
Int. J. Medical Informatics
Betina Ross S. Idnay, Yilu Fang, Caitlin N. Dreisbach, Karen Marder, Chunhua Weng, Rebecca Schnall
2023 J jnl
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT.
CoRR
Jingye Yang, Cong Liu, Wendy Deng, Da Wu, Chunhua Weng, Yunyun Zhou, Kai Wang
2023 J jnl
Evaluating large language models on medical evidence summarization.
npj Digit. Medicine
Liyan Tang, Zhaoyi Sun, Betina Ross S. Idnay, Jordan G. Nestor, Ali Soroush, Pierre A. Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F. Rousseau, Chunhua Weng, Yifan Peng
2023 — conf
How Good Is ChatGPT for Medication Evidence Synthesis?
MIE
Hao Liu, Yifan Peng, Chunhua Weng
2023 J jnl
Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification.
CoRR
Jenna Kefeli, Ali Soroush, Courtney J. Diamond, Haley M. Zylberberg, Benjamin L. May, Julian A. Abrams, Chunhua Weng, Nicholas P. Tatonetti
2023 J jnl
Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness.
CoRR
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
2023 J jnl
Multimodal Machine Learning Combining Facial Images and Clinical Texts Improves Diagnosis of Rare Genetic Diseases.
CoRR
Da Wu, Jingye Yang, Steven Klein, Cong Liu, Tzung-Chien Hsieh, Peter M. Krawitz, Chunhua Weng, Gholson J. Lyon, Jennifer M. Kalish, Kai Wang
2023 J jnl
The suitability of UMLS and SNOMED-CT for encoding outcome concepts.
J. Am. Medical Informatics Assoc.
Abigail M. Newbury, Hao Liu, Betina Ross S. Idnay, Chunhua Weng
2022 Misc conf
A Clinical Data Summarization Pipeline for Patients at Risk for Esophageal Adenocarcinoma Undergoing Endoscopic Surveillance.
AMIA
Ali Soroush, Courtney J. Diamond, Haley Zylberberg, Julian Abrams, Chunhua Weng
2022 J jnl
A comparative study of pre-trained language models for named entity recognition in clinical trial eligibility criteria from multiple corpora.
BMC Medical Informatics Decis. Mak.
Jianfu Li, Qiang Wei, Omid Ghiasvand, Miao Chen, Victor S. Lobanov, Chunhua Weng, Hua Xu
2022 J jnl
A research agenda to support the development and implementation of genomics-based clinical informatics tools and resources.
J. Am. Medical Informatics Assoc.
Ken Wiley, Laura Findley, Madison Goldrich, Tejinder K. Rakhra-Burris, Ana Stevens, Pamela Williams, Carol J. Bult, Rex L. Chisholm, Patricia Deverka, Geoffrey S. Ginsburg, Eric D. Green, Gail P. Jarvik, George A. Mensah, Erin Ramos, Mary V. Relling, Dan M. Roden, Robb Rowley, Gil Alterovitz, Samuel J. Aronson, Lisa Bastarache, James J. Cimino, Erin L. Crowgey, Guilherme Del Fiol, Robert R. Freimuth, Mark A. Hoffman, Janina M. Jeff, Kevin B. Johnson, Kensaku Kawamoto, Subha Madhavan, Eneida A. Mendonça, Lucila Ohno-Machado, Siddharth Pratap, Casey Overby Taylor, Marylyn D. Ritchie, Nephi Walton, Chunhua Weng, Teresa Zayas-Cabán, Teri A. Manolio, Marc S. Williams
2022 J jnl
An interactive fitness-for-use data completeness tool to assess activity tracker data.
J. Am. Medical Informatics Assoc.
Sylvia Cho, Ipek Ensari, Noémie Elhadad, Chunhua Weng, Jennifer M. Radin, Brinnae Bent, Pooja M. Desai, Karthik Natarajan
2022 J jnl
Assessing socioeconomic bias in machine learning algorithms in health care: a case study of the HOUSES index.
J. Am. Medical Informatics Assoc.
Young J. Juhn, Euijung Ryu, Chung-Il Wi, Katherine S. King, Momin M. Malik, Santiago Romero-Brufau, Chunhua Weng, Sunghwan Sohn, Richard R. Sharp, John D. Halamka
2022 J jnl
Combining human and machine intelligence for clinical trial eligibility querying.
J. Am. Medical Informatics Assoc.
Yilu Fang, Betina Ross S. Idnay, Yingcheng Sun, Hao Liu, Zhehuan Chen, Karen Marder, Hua Xu, Rebecca Schnall, Chunhua Weng
2022 Misc conf
Criteria2Query 2.0: Combining Machine Efficiency and Human Intelligence to Define a More Accurate and Feasible Cohort for Clinical Trial Recruitment.
AMIA
Betina Ross S. Idnay, Yilu Fang, Yingcheng Sun, Hao Liu, Zhehuan Chen, Rebecca Schnall, Chunhua Weng
2022 — conf
Data-Driven Modeling of Randomized Controlled Trial Outcomes.
MIE
Zhehuan Chen, Yilu Fang, Hao Liu, Chunhua Weng
2022 J jnl
Deep learning for rare disease: A scoping review.
J. Biomed. Informatics
Junghwan Lee, Cong Liu, Junyoung Kim, Zhehuan Chen, Yingcheng Sun, James R. Rogers, Wendy K. Chung, Chunhua Weng
2022 J jnl
EHR-based cohort assessment for multicenter RCTs: a fast and flexible model for identifying potential study sites.
J. Am. Medical Informatics Assoc.
Sarah J. Nelson, Bethany Drury, Daniel Hood, Jeremy Harper, Tiffany Bernard, Chunhua Weng, Nan Kennedy, Bernard LaSalle, Ramkiran Gouripeddi, Consuelo H. Wilkins, Paul A. Harris
2022 Misc conf
Leveraging Hierarchical Concept Relations to Improve Automatic Detection of Off-Label Drug Use in Electronic Health Records Data.
AMIA
Kayla Schiffer, Chunhua Weng, Yoolim A. Choi
2022 J jnl
Leveraging electronic health record data for clinical trial planning by assessing eligibility criteria's impact on patient count and safety.
J. Biomed. Informatics
James R. Rogers, Jovana Pavisic, Casey N. Ta, Cong Liu, Ali Soroush, Ying Kuen Cheung, George Hripcsak, Chunhua Weng
2022 J jnl
Natural language processing to identify lupus nephritis phenotype in electronic health records.
BMC Medical Informatics Decis. Mak.
Yu Deng, Jennifer A. Pacheco, Anika S. Ghosh, Anh H. Chung, Chengsheng Mao, Joshua C. Smith, Juan Zhao, Wei-Qi Wei, April Barnado, Chad Dorn, Chunhua Weng, Cong Liu, Adam Cordon, Jingzhi Yu, Yacob Tedla, Abel Kho, Rosalind Ramsey-Goldman, Theresa Walunas, Yuan Luo
2022 J jnl
Ontology-based categorization of clinical studies by their conditions.
J. Biomed. Informatics
Hao Liu, Simona Carini, Zhehuan Chen, Spencer Phillips Hey, Ida Sim, Chunhua Weng
2022 Misc conf
Optimizing Clinical Research Eligibility Prescreening: An Iterative Usability Evaluation of an NLP-driven Cohort Identification Tool.
AMIA
Betina Ross S. Idnay, Yilu Fang, Caitlin N. Dreisbach, Karen Marder, Chunhua Weng, Rebecca Schnall
2022 J jnl
Under-specification as the source of ambiguity and vagueness in narrative phenotype algorithm definitions.
BMC Medical Informatics Decis. Mak.
Jingzhi Yu, Jennifer A. Pacheco, Anika S. Ghosh, Yuan Luo, Chunhua Weng, Ning Shang, Barbara Benoit, David S. Carrell, Robert J. Carroll, Ozan Dikilitas, Robert R. Freimuth, Vivian S. Gainer, Hakon Hakonarson, George Hripcsak, Iftikhar J. Kullo, Frank D. Mentch, Shawn N. Murphy, Peggy L. Peissig, Andrea H. Ramirez, Nephi Walton, Wei-Qi Wei, Luke V. Rasmussen
2021 J jnl
A Framework for Systematic Assessment of Clinical Trial Population Representativeness Using Electronic Health Records Data.
Appl. Clin. Inform.
Yingcheng Sun, Alex M. Butler, Ibrahim Diallo, Jae Hyun Kim, Casey N. Ta, James R. Rogers, Hao Liu, Chunhua Weng
2021 — conf
A Sample Size Extractor for RCT Reports.
MedInfo
Fengyang Lin, Hao Liu, Paul Moon, Chunhua Weng
2021 J jnl
A conceptual framework for external validity.
J. Biomed. Informatics
Amelia J. Averitt, Patrick B. Ryan, Chunhua Weng, Adler J. Perotte
2021 J jnl
A knowledge base of clinical trial eligibility criteria.
J. Biomed. Informatics
Hao Liu, Chi Yuan, Alex M. Butler, Yingcheng Sun, Chunhua Weng
2021 J jnl
A neuro-symbolic method for understanding free-text medical evidence.
J. Am. Medical Informatics Assoc.
Tian Kang, Ali Turfah, Jaehyun Kim, Adler J. Perotte, Chunhua Weng
2021 J jnl
A systematic review on natural language processing systems for eligibility prescreening in clinical research.
J. Am. Medical Informatics Assoc.
Betina Ross S. Idnay, Caitlin N. Dreisbach, Chunhua Weng, Rebecca Schnall
2021 J jnl
Building an OMOP common data model-compliant annotated corpus for COVID-19 clinical trials.
J. Biomed. Informatics
Yingcheng Sun, Alex M. Butler, Latoya A. Stewart, Hao Liu, Chi Yuan, Christopher T. Southard, Jae Hyun Kim, Chunhua Weng
2021 J jnl
Clinical comparison between trial participants and potentially eligible patients using electronic health record data: A generalizability assessment method.
J. Biomed. Informatics
James R. Rogers, George Hripcsak, Ying Kuen Cheung, Chunhua Weng
2021 Misc conf
Cognitive Function Characterization Using Electronic Health Records Notes.
AMIA
Adrienne Pichon, Betina Ross S. Idnay, Rebecca Schnall, Karen Marder, Chunhua Weng
2021 J jnl
Contemporary use of real-world data for clinical trial conduct in the United States: a scoping review.
J. Am. Medical Informatics Assoc.
James R. Rogers, Junghwan Lee, Ziheng Zhou, Ying Kuen Cheung, George Hripcsak, Chunhua Weng
2021 J jnl
Data Quality of Chemotherapy-Induced Nausea and Vomiting Documentation.
Appl. Clin. Inform.
Melissa Beauchemin, Chunhua Weng, Lillian Sung, Adrienne Pichon, Maura Abbott, Dawn L. Hershman, Rebecca Schnall
2021 — conf
Evaluation of Criteria2Query: Towards Augmented Intelligence for Cohort Identification.
MedInfo
Cong Liu, Hao Liu, Casey N. Ta, James Roger, Alex Butler, Junghwan Lee, Jaehyun Kim, Ning Shang, Chunhua Weng
2021 Misc conf
Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network.
AMIA
Jennifer A. Pacheco, Luke V. Rasmussen, Ken Wiley, Thomas N. Person, David J. Cronkite, Sunghwan Sohn, Shawn N. Murphy, Justin H. Gundelach, Vivian S. Gainer, Victor M. Castro, Cong Liu, Todd Lingren, Frank D. Mentch, Agnes S. Sundaresan, Garrett Eickelberg, Valerie Willis, Al'ona Furmanchuk, Roshan Patel, David S. Carrell, Marc S. Williams, Elizabeth W. Karlson, Jodell E. Linder, Yuan Luo, Chunhua Weng, Wei-Qi Wei
2021 — conf
Extending PICO with Observation Normalization for Evidence Computing.
MedInfo
Ali Turfah, Hao Liu, Latoya A. Stewart, Tian Kang, Chunhua Weng
2021 J jnl
From clinical trials to clinical practice: How long are drugs tested and then used by patients?
J. Am. Medical Informatics Assoc.
Chi Yuan, Patrick B. Ryan, Casey N. Ta, Jae Hyun Kim, Ziran Li, Chunhua Weng
2021 Misc conf
Harmonization of Measurement Codes for Concept-Oriented Lab Data Retrieval.
AMIA
Matthew E. Spotnitz, Jason Patterson, Vojtech Huser, Chunhua Weng, Karthik Natarajan
2021 — conf
Harmonization of Measurement Codes for Concept-Oriented Lab Data Retrieval.
MedInfo
Matthew E. Spotnitz, Jason Patterson, Vojtech Huser, Chunhua Weng, Karthik Natarajan
2021 — conf
Interactive Similarity-Based Search of Clinical Trials.
MedInfo
Yingcheng Sun, Jiaqi Tang, Alex Butler, Cong Liu, Yilu Fang, Chunhua Weng
2021 J jnl
Medical records-based chronic kidney disease phenotype for clinical care and "big data" observational and genetic studies.
npj Digit. Medicine
Ning Shang, Atlas Khan, Fernanda Polubriaginof, Francesca Zanoni, Karla Mehl, David Fasel, Paul E. Drawz, Robert J. Carroll, Joshua C. Denny, Matthew A. Hathcock, Adelaide M. Arruda-Olson, Peggy L. Peissig, Richard A. Dart, Murray H. Brilliant, Eric B. Larson, David S. Carrell, Sarah A. Pendergrass, Shefali Setia Verma, Marylyn D. Ritchie, Barbara Benoit, Vivian S. Gainer, Elizabeth W. Karlson, Adam S. Gordon, Gail P. Jarvik, Ian B. Stanaway, David R. Crosslin, Sumit Mohan, Iuliana Ionita-Laza, Nicholas P. Tatonetti, Ali G. Gharavi, George Hripcsak, Chunhua Weng, Krzysztof Kiryluk
2021 J jnl
Misalignment between COVID-19 hotspots and clinical trial sites.
J. Am. Medical Informatics Assoc.
Lauren Franks, Hao Liu, Mitchell S. V. Elkind, Muredach P. Reilly, Chunhua Weng, Shing M. Lee
2021 J jnl
Natural language processing to identify lupus nephritis phenotype in electronic health records.
CoRR
Yu Deng, Jennifer A. Pacheco, Anh H. Chung, Chengsheng Mao, Joshua C. Smith, Juan Zhao, Wei-Qi Wei, April Barnado, Chunhua Weng, Cong Liu, Adam Cordon, Jingzhi Yu, Yacob Tedla, Abel N. Kho, Rosalind Ramsey-Goldman, Theresa Walunas, Yuan Luo
2021 — conf
Participatory Design of a Clinical Trial Eligibility Criteria Simplification Method.
MIE
Yilu Fang, Jae Hyun Kim, Betina Ross S. Idnay, Rebeca Aragon Garcia, Carmen E. Castillo, Yingcheng Sun, Hao Liu, Cong Liu, Chi Yuan, Chunhua Weng
2021 — conf
Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping.
MIE
Zhehuan Chen, Hao Liu, Alex M. Butler, Anna Ostropolets, Chunhua Weng
2021 J jnl
Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies.
npj Digit. Medicine
Danqing Xu, Chen Wang, Atlas Khan, Ning Shang, Zihuai He, Adam S. Gordon, Iftikhar J. Kullo, Shawn N. Murphy, Yizhao Ni, Wei-Qi Wei, Ali Gharavi, Krzysztof Kiryluk, Chunhua Weng, Iuliana Ionita-Laza
2021 — conf
Representation and Normalization of Complex Interventions for Evidence Computing.
MedInfo
Zhehuan Chen, Hao Liu, Stan Liao, Marguerite Bernard, Tian Kang, Latoya A. Stewart, Chunhua Weng
2021 J jnl
Similarity-based health risk prediction using Domain Fusion and electronic health records data.
J. Biomed. Informatics
Jia Guo, Chi Yuan, Ning Shang, Tian Zheng, Natalie A. Bello, Krzysztof Kiryluk, Chunhua Weng, Shuang Wang
2021 — conf
Study of Pre-trained Language Models for Named Entity Recognition in Clinical Trial Eligibility Criteria from Multiple Corpora.
ICHI
Jianfu Li, Qiang Wei, Omid Ghiasvand, Miao Chen, Victor S. Lobanov, Chunhua Weng, Hua Xu
2021 J jnl
The COVID-19 Trial Finder.
J. Am. Medical Informatics Assoc.
Yingcheng Sun, Alex M. Butler, Fengyang Lin, Hao Liu, Latoya A. Stewart, Jae Hyun Kim, Betina Ross S. Idnay, Qingyin Ge, Xinyi Wei, Cong Liu, Chi Yuan, Chunhua Weng
2021 J jnl
The potential role of EHR data in optimizing eligibility criteria definition for cardiovascular outcome trials.
Int. J. Medical Informatics
Jae Hyun Kim, Alex M. Butler, Casey N. Ta, Yingcheng Sun, Mathew S. Maurer, Chunhua Weng
2021 — conf
Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks.
MedInfo
Junghwan Lee, Cong Liu, Casey N. Ta, Chunhua Weng
2021 J jnl
Towards clinical data-driven eligibility criteria optimization for interventional COVID-19 clinical trials.
J. Am. Medical Informatics Assoc.
Jae Hyun Kim, Casey N. Ta, Cong Liu, Cynthia Sung, Alex M. Butler, Latoya A. Stewart, Lyudmila Ena, James R. Rogers, Junghwan Lee, Anna Ostropolets, Patrick B. Ryan, Hao Liu, Shing M. Lee, Mitchell S. V. Elkind, Chunhua Weng
2021 J jnl
UMLS-based data augmentation for natural language processing of clinical research literature.
J. Am. Medical Informatics Assoc.
Tian Kang, Adler J. Perotte, Youlan Tang, Casey N. Ta, Chunhua Weng
2020 J jnl
A graph-based method for reconstructing entities from coordination ellipsis in medical text.
J. Am. Medical Informatics Assoc.
Chi Yuan, Yongli Wang, Ning Shang, Ziran Li, Ruxin Zhao, Chunhua Weng
2020 J jnl
A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study.
Int. J. Medical Informatics
Marissa Burgermaster, Jung Hoon Son, Patricia G. Davidson, Arlene M. Smaldone, Gilad Kuperman, Daniel J. Feller, Katherine Gardner Burt, Matthew E. Levine, David J. Albers, Chunhua Weng, Lena Mamykina
2020 J jnl
Adapting electronic health records-derived phenotypes to claims data: Lessons learned in using limited clinical data for phenotyping.
J. Biomed. Informatics
Anna Ostropolets, Christian G. Reich, Patrick B. Ryan, Ning Shang, George Hripcsak, Chunhua Weng
2020 Misc conf
Characterizing database granularity using SNOMED-CT hierarchy.
AMIA
Anna Ostropolets, Christian G. Reich, Patrick B. Ryan, Chunhua Weng, Anthony Molinaro, Frank J. DeFalco, Jitendra Jonnagaddala, Siaw-Teng Liaw, Hokyun Jeon, Rae Woong Park, Matthew E. Spotnitz, Karthik Natarajan, Kristin Kostka, George Argyriou, Robert T. Miller, Andrew E. Williams, Evan Minty, José D. Posada, George Hripcsak
2020 Misc conf
Contemporary Use of Real World Data for Clinical Trial Conduct.
AMIA
James R. Rogers, Junghwan Lee, Ziheng Zhou, Patrick B. Ryan, George Hripcsak, Chunhua Weng
2020 J jnl
Deep phenotyping: Embracing complexity and temporality - Towards scalability, portability, and interoperability.
J. Biomed. Informatics
Chunhua Weng, Nigam H. Shah, George Hripcsak
2020 — conf
How Have Experimental Cancer Interventions Evolved over Time?
MIE
Ziran Li, Huanyao Chen, Chi Yuan, Chunhua Weng
2020 Misc conf
Impact of IMPACT: Longitudinal Analysis of an Integrated Participant Scheduling System in a Clinical Research Setting.
AMIA
Alex M. Butler, Junghwan Lee, Yat S. So, Linda Busacca, Karen Marder, Henry N. Ginsberg, Dianne Frederick, Ismael Castaneda, Elizabeth Guerrido, Chunhua Weng
2020 J jnl
Natural language processing (NLP) tools in extracting biomedical concepts from research articles: a case study on autism spectrum disorder.
BMC Medical Informatics Decis. Mak.
Jacqueline Peng, Mengge Zhao, James M. Havrilla, Cong Liu, Chunhua Weng, Whitney Guthrie, Robert T. Schultz, Kai Wang, Yunyun Zhou
2020 Misc conf
Potential Role of Clinical Trial Eligibility Criteria in Electronic Phenotyping.
AMIA
Hao Liu, Chi Yuan, Alex M. Butler, Yingcheng Sun, Chunhua Weng
2020 Misc conf
The Open Health Natural Language Processing Collaboratory.
AMIA
Hongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu
2020 J jnl
Translating evidence into practice: eligibility criteria fail to eliminate clinically significant differences between real-world and study populations.
npj Digit. Medicine
Amelia J. Averitt, Chunhua Weng, Patrick B. Ryan, Adler J. Perotte
2020 J jnl
Understanding the nature and scope of clinical research commentaries in PubMed.
J. Am. Medical Informatics Assoc.
James R. Rogers, Hollis Mills, Lisa V. Grossman, Andrew Goldstein, Chunhua Weng
2019 J jnl
A two-site survey of medical center personnel's willingness to share clinical data for research: implications for reproducible health NLP research.
BMC Medical Informatics Decis. Mak.
Chunhua Weng, Carol Friedman, Casey A. Rommel, John F. Hurdle
2019 Misc conf
Clinical Use of an Information Retrieval Framework for Cohort Discovery from Electronic Health Records.
AMIA
Yanshan Wang, Andrew Wen, Sijia Liu, Jennifer L. St. Sauver, Adil E. Bharucha, Chunhua Weng, Hongfang Liu
2019 J jnl
Clinical decision support for therapeutic decision-making in cancer: A systematic review.
Int. J. Medical Informatics
Melissa Beauchemin, Meghan T. Murray, Lillian Sung, Dawn L. Hershman, Chunhua Weng, Rebecca Schnall
2019 — conf
Combining Clinical Data and Domain Knowledge for Analyzing Mental Disorder Concept Relatedness and Usage.
ICHI
Duo Helen Wei, Casey N. Ta, Harold Alan Pincus, Chunhua Weng
2019 Misc conf
Completeness and Concordance in Electronic Health Record (EHR) Documentation of Chemotherapy-Induced Nausea and Vomiting (CINV) in Pediatric Cancer.
AMIA
Melissa Beauchemin, Rebecca Schnall, Chunhua Weng
2019 J jnl
Complexities, variations, and errors of numbering within clinical notes: the potential impact on information extraction and cohort-identification.
BMC Medical Informatics Decis. Mak.
David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
2019 — conf
Construction of Disease Similarity Networks Using Concept Embedding and Ontology.
MedInfo
Duo Helen Wei, Tian Kang, Harold Alan Pincus, Chunhua Weng
2019 J jnl
Criteria2Query: a natural language interface to clinical databases for cohort definition.
J. Am. Medical Informatics Assoc.
Chi Yuan, Patrick B. Ryan, Casey N. Ta, Yixuan Guo, Ziran Li, Jill Hardin, Rupa Makadia, Peng Jin, Ning Shang, Tian Kang, Chunhua Weng
2019 — conf
Crowdsourcing Public Opinion for Sharing Medical Records for the Advancement of Science.
MedInfo
Chunhua Weng, Tianyong Hao, Carol Friedman, John F. Hurdle
2019 J jnl
DQueST: dynamic questionnaire for search of clinical trials.
J. Am. Medical Informatics Assoc.
Cong Liu, Chi Yuan, Alex M. Butler, Richard D. Carvajal, Ziran Ryan Li, Casey N. Ta, Chunhua Weng
2019 — conf
Detecting Systemic Data Quality Issues in Electronic Health Records.
MedInfo
Casey N. Ta, Chunhua Weng
2019 Misc conf
Detecting potential pleiotropy across cardiovascular and neurological diseases using univariate, bivariate, and multivariate methods on 43, 870 individuals from the eMERGE network.
PSB
Xinyuan Zhang, Yogasudha Veturi, Shefali Setia Verma, William Bone, Anurag Verma, Anastasia Lucas, Scott J. Hebbring, Joshua C. Denny, Ian B. Stanaway, Gail P. Jarvik, David R. Crosslin, Eric B. Larson, Laura Rasmussen-Torvik, Sarah A. Pendergrass, Jordan W. Smoller, Hakon Hakonarson, Patrick Sleiman, Chunhua Weng, David Fasel, Wei-Qi Wei, Iftikhar J. Kullo, Daniel J. Schaid, Wendy K. Chung, Marylyn D. Ritchie
2019 — conf
Dialogue Analysis for Clinical Data Query Mediation.
MedInfo
Chunhua Weng, Amy K. Mir, David A. Hanauer, James J. Cimino
2019 J jnl
Doc2Hpo: a web application for efficient and accurate HPO concept curation.
Nucleic Acids Res.
Cong Liu, Fabricio Sampaio Peres Kury, Ziran Li, Casey N. Ta, Kai Wang, Chunhua Weng
2019 J jnl
Ensembles of natural language processing systems for portable phenotyping solutions.
J. Biomed. Informatics
Cong Liu, Casey N. Ta, James R. Rogers, Ziran Li, Junghwan Lee, Alex M. Butler, Ning Shang, Fabricio Sampaio Peres Kury, Liwei Wang, Feichen Shen, Hongfang Liu, Lyudmila Ena, Carol Friedman, Chunhua Weng
2019 J jnl
Facilitating phenotype transfer using a common data model.
J. Biomed. Informatics
George Hripcsak, Ning Shang, Peggy L. Peissig, Luke V. Rasmussen, Cong Liu, Barbara Benoit, Robert J. Carroll, David S. Carrell, Joshua C. Denny, Ozan Dikilitas, Vivian S. Gainer, Kayla Marie Howell, Jeffrey G. Klann, Iftikhar J. Kullo, Todd Lingren, Frank D. Mentch, Shawn N. Murphy, Karthik Natarajan, Chunhua Weng
2019 Misc conf
Hidden Gaps in Using Common Data Models to Achieve Interoperability Between Electronic Phenotypes and Clinical Data.
AMIA
Fabricio Sampaio Peres Kury, Li-heng Fu, Chi Yuan, Ida Sim, Simona Carini, Chunhua Weng
2019 J jnl
Making work visible for electronic phenotype implementation: Lessons learned from the eMERGE network.
J. Biomed. Informatics
Ning Shang, Cong Liu, Luke V. Rasmussen, Casey N. Ta, Robert J. Carroll, Barbara Benoit, Todd Lingren, Ozan Dikilitas, Frank D. Mentch, David S. Carrell, Wei-Qi Wei, Yuan Luo, Vivian S. Gainer, Iftikhar J. Kullo, Jennifer A. Pacheco, Hakon Hakonarson, Theresa L. Walunas, Joshua C. Denny, Chunhua Weng
2019 J jnl
Pathway analysis of genomic pathology tests for prognostic cancer subtyping.
J. Biomed. Informatics
Olga Lyudovyk, Yufeng Shen, Nicholas P. Tatonetti, Susan J. Hsiao, Mahesh M. Mansukhani, Chunhua Weng
2019 — conf
Pretraining to Recognize PICO Elements from Randomized Controlled Trial Literature.
MedInfo
Tian Kang, Shirui Zou, Chunhua Weng
2019 — conf
SNOMEDtxt: Natural Language Generation from SNOMED Ontology.
MedInfo
Olga Lyudovyk, Chunhua Weng
2019 J jnl
Semi-supervised learning to improve generalizability of risk prediction models.
J. Biomed. Informatics
Shengqiang Chi, Xinhang Li, Yu Tian, Jun Li, Xiang-Xing Kong, Ke-Feng Ding, Chunhua Weng, Jing-song Li
2019 Misc conf
User engagement with web-based genomics education videos and implications for designing scalable patient education materials.
AMIA
Julia Wynn, Wei Wei, Xinhang Li, Yat So, Suzanne R. Bakken, Chunhua Weng, Wendy K. Chung
2018 — conf
A Two-Site Survey of Medical Center Personnel's Willingness to Share Clinical Data for Research: Implications for Reproducible Health NLP Research.
ICHI Workshops
Chunhua Weng, Carol Friedman, Casey A. Rommel, John F. Hurdle
2018 J jnl
A conceptual framework for evaluating data suitability for observational studies.
J. Am. Medical Informatics Assoc.
Ning Shang, Chunhua Weng, George Hripcsak
2018 J jnl
A method for harmonization of clinical abbreviation and acronym sense inventories.
J. Biomed. Informatics
Lisa V. Grossman, Elliot G. Mitchell, George Hripcsak, Chunhua Weng, David K. Vawdrey
2018 Misc conf
An Exploration of the Terminology of Clinical Cognition and Reasoning.
AMIA
James J. Cimino, Ziran Li, Chunhua Weng
2018 J jnl
Call for papers: Deep phenotyping for Precision Medicine.
J. Biomed. Informatics
Chunhua Weng, Nigam Shah, George Hripcsak
2018 Misc conf
Clinical Concept Value Sets and Interoperability in Health Data Analytics.
AMIA
Sigfried Gold, Andrea Batch, Robert C. McClure, Guoqian Jiang, Hadi Kharrazi, Rishi Saripalle, Vojtech Huser, Chunhua Weng, Nancy K. Roderer, Ana Szarfman, Niklas Elmqvist, David Gotz
2018 — ch.
Clinical Data Quality and Validation.
Encyclopedia of Database Systems (2nd ed.)
Chintan Patel, Chunhua Weng
2018 — ch.
Clinical Data and Information Models.
Encyclopedia of Database Systems (2nd ed.)
Chintan Patel, Chunhua Weng
2018 Misc conf
Dynamic Questionnaire Generation for Efficient Patient Search of Trials.
AMIA
Cong Liu, Chi Yuan, Eric Pua, Paul Harris, Chunhua Weng
2018 J jnl
Empowering genomic medicine by establishing critical sequencing result data flows: the eMERGE example.
J. Am. Medical Informatics Assoc.
Samuel J. Aronson, Lawrence J. Babb, Darren C. Ames, Richard A. Gibbs, Eric Venner, John J. Connelly, Keith Marsolo, Chunhua Weng, Marc S. Williams, Andrea L. Hartzler, Wayne H. Liang, James D. Ralston, Emily Beth Devine, Shawn N. Murphy, Christopher G. Chute, Pedro J. Caraballo, Iftikhar J. Kullo, Robert R. Freimuth, Luke V. Rasmussen, Firas H. Wehbe, Josh F. Peterson, Jamie R. Robinson, Ken Wiley, Casey Overby Taylor, eMERGE Network EHRI Working Group
2018 Misc conf
Guideline-driven data quality assessment- A case study of warfarin management.
AMIA
Xiao Dong, Yaoyun Zhang, Hua Xu, Chunhua Weng
2018 — conf
Numerical Age Variations within Clinical Notes: The Potential Impact on De-Identification and Information Extraction.
ICHI Workshops
David A. Hanauer, Qiaozhu Mei, V. G. Vinod Vydiswaran, Karandeep Singh, Zach Landis-Lewis, Chunhua Weng
2018 — ch.
Quality and Trust of Information Content and Credentialing.
Encyclopedia of Database Systems (2nd ed.)
Chintan Patel, Chunhua Weng
2018 — ch.
Reference Knowledge.
Encyclopedia of Database Systems (2nd ed.)
Chintan Patel, Chunhua Weng
2018 Misc conf
Sequencing EHR for Disease Subtyping.
AMIA
Po-Hsiang Chiu, Ning Shang, Chunhua Weng
2018 J jnl
The ranking of scientists.
J. Biomed. Informatics
Chunhua Weng, Andrew Goldstein, Chi Yuan, Zhiping Zhou
2018 J jnl
The representativeness of eligible patients in type 2 diabetes trials: a case study using GIST 2.0.
J. Am. Medical Informatics Assoc.
Anando Sen, Andrew Goldstein, Shreya Chakrabarti, Ning Shang, Tian Kang, Anil Yaman, Patrick B. Ryan, Chunhua Weng
2017 J jnl
An Interoperable Similarity-based Cohort Identification Method Using the OMOP Common Data Model Version 5.0.
J. Heal. Informatics Res.
Shreya Chakrabarti, Anando Sen, Vojtech Huser, Gregory William Hruby, Alexander Rusanov, David J. Albers, Chunhua Weng
2017 — conf
An OMOP CDM-Based Relational Database of Clinical Research Eligibility Criteria.
MedInfo
Yuqi Si, Chunhua Weng
2017 J jnl
Building a semantic web-based metadata repository for facilitating detailed clinical modeling in cancer genome studies.
J. Biomed. Semant.
Deepak K. Sharma, Harold R. Solbrig, Cui Tao, Chunhua Weng, Christopher G. Chute, Guoqian Jiang
2017 Misc conf
Clinical Trial Eligibility Criteria Fail to Meet Burden of Generalizability.
AMIA
Amelia J. Averitt, Chunhua Weng, Adler J. Perotte
2017 — conf
Correlating Lab Test Results in Clinical Notes with Structured Lab Data: A Case Study in HbA1c and Glucose.
CRI
Sijia Liu, Liwei Wang, Donna M. Ihrke, Vipin Chaudhary, Cui Tao, Chunhua Weng, Hongfang Liu
2017 Misc conf
Criteria2Query: Automatically Transforming Clinical Research Eligibility Criteria Text to OMOP Common Data Model (CDM)-based Cohort Queries.
AMIA
Chi Yuan, Patrick B. Ryan, Yixuan Guo, Peng Jin, Tian Kang, Chunhua Weng
2017 — conf
Current Challenges in Clinical Research Informatics: A Survey of AMIA Clinical Research Informatics Working Group (CRI-WG).
CRI
Chunhua Weng, Monika Ahuja, Kate Fultz Hollis, Bernie LaSalle, Shira H. Fischer, Anthony E. Solomonides, Judith R. Logan
2017 Misc conf
Discordances between Patient-Reported Family History and Family Histories in EHR.
AMIA
Jung Hoon Son, Chunhua Weng
2017 J jnl
EliIE: An open-source information extraction system for clinical trial eligibility criteria.
J. Am. Medical Informatics Assoc.
Tian Kang, Shaodian Zhang, Youlan Tang, Gregory William Hruby, Alexander Rusanov, Noémie Elhadad, Chunhua Weng
2017 J jnl
Evidence appraisal: a scoping review, conceptual framework, and research agenda.
J. Am. Medical Informatics Assoc.
Andrew Goldstein, Eric Venker, Chunhua Weng
2017 — conf
Needs-Driven Data Completeness Assessment for Clinical Research.
CRI
Jeffrey G. Klann, Vijay A. Raghavan, Chunhua Weng, Sarah Weiler, Kenneth D. Mandl, Shawn N. Murphy
2017 J jnl
Systematic data ingratiation of clinical trial recruitment locations for geographic-based query and visualization.
Int. J. Medical Informatics
Jake Luo, Weiheng Chen, Min Wu, Chunhua Weng
2016 Misc conf
A Method for Enhancing the Portability of Electronic Phenotyping Algorithms: An eMERGE Pilot Study.
AMIA
Ning Shang, Chunhua Weng, George Hripcsak
2016 J jnl
A data-driven concept schema for defining clinical research data needs.
Int. J. Medical Informatics
Gregory William Hruby, Julia Hoxha, Praveen Chandar Ravichandran, Eneida A. Mendonça, David A. Hanauer, Chunhua Weng
2016 J jnl
A multi-site cognitive task analysis for biomedical query mediation.
Int. J. Medical Informatics
Gregory William Hruby, Luke V. Rasmussen, David A. Hanauer, Vimla L. Patel, James J. Cimino, Chunhua Weng
2016 J jnl
Automated learning of domain taxonomies from text using background knowledge.
J. Biomed. Informatics
Julia Hoxha, Guoqian Jiang, Chunhua Weng
2016 — ed.
Biomedical Data Management and Graph Online Querying - VLDB 2015 Workshops, Big-O(Q) and DMAH, Waikoloa, HI, USA, August 31 - September 4, 2015, Revised Selected Papers
Big-O(Q)/DMAH@VLDB
Fusheng Wang, Gang Luo, Chunhua Weng, Arijit Khan, Prasenjit Mitra, Cong Yu
2016 J jnl
DREAM: Classification scheme for dialog acts in clinical research query mediation.
J. Biomed. Informatics
Julia Hoxha, Praveen Chandar Ravichandran, Zhe He, James J. Cimino, David A. Hanauer, Chunhua Weng
2016 J jnl
Facilitating biomedical researchers' interrogation of electronic health record data: Ideas from outside of biomedical informatics.
J. Biomed. Informatics
Gregory William Hruby, Konstantina Matsoukas, James J. Cimino, Chunhua Weng
2016 J jnl
GIST 2.0: A scalable multi-trait metric for quantifying population representativeness of individual clinical studies.
J. Biomed. Informatics
Anando Sen, Shreya Chakrabarti, Andrew Goldstein, Shuang Wang, Patrick B. Ryan, Chunhua Weng
2016 — conf
How Have Cancer Clinical Trial Eligibility Criteria Evolved Over Time?
CRI
Anil Yaman, Shreya Chakrabarti, Anando Sen, Chunhua Weng
2016 Misc conf
Identification of Questionable Exclusion Criteria in Mental Disorder Clinical Trials Using a Medical Encyclopedia.
PSB
Handong Mao, Chunhua Weng
2016 — conf
Learning Optimal Individualized Treatment Rules from Electronic Health Record Data.
ICHI
Yuanjia Wang, Peng Wu, Ying Liu, Chunhua Weng, Donglin Zeng
2016 J jnl
Leveraging dialog systems research to assist biomedical researchers' interrogation of Big Clinical Data.
J. Biomed. Informatics
Julia Hoxha, Chunhua Weng
2016 J jnl
Multivariate analysis of the population representativeness of related clinical studies.
J. Biomed. Informatics
Zhe He, Patrick B. Ryan, Julia Hoxha, Shuang Wang, Simona Carini, Ida Sim, Chunhua Weng
2016 Misc conf
Natural Language Processing Working Group Pre-Symposium: Graduate Student Consortium and 'Hackathon'.
AMIA
Stéphane M. Meystre, Hongfang Liu, Rong Xu, Sivaram Arabandi, Kavishwar B. Wagholikar, Jon D. Patrick, Guergana K. Savova, Chunhua Weng, Pierre Zweigenbaum, Dina Demner-Fushman, Özlem Uzuner, Hua Xu
2016 J jnl
Prediction of black box warning by mining patterns of Convergent Focus Shift in clinical trial study populations using linked public data.
J. Biomed. Informatics
Handong Mao, Chunhua Weng
2016 Misc conf
SMASH: A Data-driven Informatics Method to Assist Experts in Characterizing Semantic Heterogeneity among Data Elements.
AMIA
William Brown III, Chunhua Weng, David K. Vawdrey, Alex Carballo-Dieguez, Suzanne Bakken
2016 — conf
The Applicability of an EHR Phenotype for Cohort Identification.
CRI
Ning Shang, George Hripcsak, Patrick B. Ryan, Chunhua Weng
2016 — conf
Unsupervised Time-Series Clustering Over Lab Data for Automatic Identification of Uncontrolled Diabetes.
ICHI
Alexander Rusanov, Patric V. Prado, Chunhua Weng
2015 Misc conf
A Framework for Assessing Clinical Data Suitability for Observational Study.
AMIA
Ning Shang, Chunhua Weng, George Hripcsak
2015 Misc conf
A Guideline for Assessing EHR Data Quality for Secondary Use.
AMIA
Nicole Gray Weiskopf, Chunhua Weng
2015 Misc conf
ArticlesAboutMe.org: Disseminating Clinical Trials Results to Patients.
AMIA
Vojtech Huser, Anil Yaman, Chunhua Weng, James J. Cimino
2015 — conf
Assessing the Collective Population Representativeness of Related Type 2 Diabetes Trials by Combining Public Data from ClinicalTrials.gov and NHANES.
MedInfo
Zhe He, Shuang Wang, Elhaam Borhanian, Chunhua Weng
2015 J jnl
Case-based reasoning using electronic health records efficiently identifies eligible patients for clinical trials.
J. Am. Medical Informatics Assoc.
Riccardo Miotto, Chunhua Weng
2015 Misc conf
ClinicalTrials.gov: Adding Value through Informatics.
AMIA
Vojtech Huser, Alexa T. McCray, Neil R. Smalheiser, Asba Tasneem, Chunhua Weng
2015 J jnl
Combining expert knowledge and knowledge automatically acquired from electronic data sources for continued ontology evaluation and improvement.
J. Biomed. Informatics
Claire L. Gordon, Chunhua Weng
2015 Misc conf
Desiderata for Major Eligibility Criteria in Breast Cancer Clinical Trials.
AMIA
Matthew L. Paulson, Chunhua Weng
2015 Misc conf
Developing an Ontology from HIV-associated Elements in Research.
AMIA
William Brown III, Chunhua Weng, David K. Vawdrey, Alex Carballo-Dieguez, Suzanne Bakken
2015 Misc conf
Exploration of Temporal ICD Coding Bias Related to Acute Diabetic Conditions.
AMIA
Mollie McKillop, Fernanda Polubriaginof, Chunhua Weng
2015 Misc conf
Initial Readability Assessment of Clinical Trial Eligibility Criteria.
AMIA
Tian Kang, Noémie Elhadad, Chunhua Weng
2015 Misc conf
Quality Assurance of Cancer Study Common Data Elements Using A Post-Coordination Approach.
AMIA
Guoqian Jiang, Harold R. Solbrig, Eric Prud'hommeaux, Cui Tao, Chunhua Weng, Christopher G. Chute
2015 Misc conf
Representation of Genetic Variants in Genomic Sequencing Reports.
AMIA
Evelyn Rustia, Chunhua Weng, Carol Friedman
2015 Misc conf
Similarity-Based Recommendation of New Concepts to a Terminology.
AMIA
Praveen Chandar Ravichandran, Anil Yaman, Julia Hoxha, Zhe He, Chunhua Weng
2015 Misc conf
Simulation-based Evaluation of the Generalizability Index for Study Traits.
AMIA
Zhe He, Praveen Chandar Ravichandran, Patrick B. Ryan, Chunhua Weng
2015 Misc conf
Understanding Challenges and Opportunities in Precision Medicine and Interoperability Using Informatics Approaches.
AMIA
Jeremiah Geronimo Ronquillo, Chunhua Weng, William T. Lester
2015 — conf
Use of Self-Service Query Tools Varies by Experience and Research Knowledge.
MedInfo
Gregory William Hruby, Jessica S. Ancker, Chunhua Weng
2015 J jnl
Visual aggregate analysis of eligibility features of clinical trials.
J. Biomed. Informatics
Zhe He, Simona Carini, Ida Sim, Chunhua Weng
2015 Misc conf
What Are Frequent Data Requests from Researchers? A Conceptual Model of Researchers' EHR Data Needs for Comparative Effectiveness Research.
AMIA
Gregory William Hruby, Praveen Chandar Ravichandran, Julia Hoxha, Eneida A. Mendonça, David A. Hanauer, Chunhua Weng
2014 Misc conf
A Method for Analyzing Commonalities in Clinical Trial Target Populations.
AMIA
Zhe He, Simona Carini, Tianyong Hao, Ida Sim, Chunhua Weng
2014 J jnl
Associating co-authorship patterns with publications in high-impact journals.
J. Biomed. Informatics
Michael E. Bales, Daniel C. Dine, Jacqueline A. Merrill, Stephen B. Johnson, Suzanne Bakken, Chunhua Weng
2014 J jnl
Automatic generation of investigator bibliographies for institutional research networking systems.
J. Biomed. Informatics
Stephen B. Johnson, Michael E. Bales, Daniel Dine, Suzanne Bakken, Paul J. Albert, Chunhua Weng
2014 — conf
Building a Semantic Web-based Metadata Repository for Facilitating Detailed Clinical Modeling in Cancer Genome Studies.
SWAT4LS
Guoqian Jiang, Deepak K. Sharma, Harold R. Solbrig, Cui Tao, Chunhua Weng, Christopher G. Chute
2014 J jnl
Clustering clinical trials with similar eligibility criteria features.
J. Biomed. Informatics
Tianyong Hao, Alexander Rusanov, Mary Regina Boland, Chunhua Weng
2014 Misc conf
Could Patient Self-reported Health Data Complement EHR for Phenotyping?
AMIA
Daniel Fort, Adam B. Wilcox, Chunhua Weng
2014 Misc conf
Design and Evaluation of a Glomerular Disease Ontology.
AMIA
Jamie S. Hirsch, Chunhua Weng
2014 Misc conf
Development and validation of an electronic phenotyping algorithm for chronic kidney disease.
AMIA
Girish N. Nadkarni, Omri Gottesman, James G. Linneman, Herbert S. Chase, Richard L. Berg, Samira Farouk, Vaneet Lotay, Stephen B. Ellis, George Hripcsak, Peggy L. Peissig, Chunhua Weng, Rajiv Nadukuru, Erwin P. Bottinger
2014 J jnl
From expert-derived user needs to user-perceived ease of use and usefulness: A two-phase mixed-methods evaluation framework.
J. Biomed. Informatics
Mary Regina Boland, Alexander Rusanov, Yat So, Carlos Lopez-Jimenez, Linda Busacca, Richard C. Steinman, Suzanne Bakken, J. Thomas Bigger, Chunhua Weng
2014 J jnl
Hidden in plain sight: bias towards sick patients when sampling patients with sufficient electronic health record data for research.
BMC Medical Informatics Decis. Mak.
Alexander Rusanov, Nicole Gray Weiskopf, Shuang Wang, Chunhua Weng
2014 Misc conf
Integrating Diverse HIV-associated Datasets via Semantic Harmonization.
AMIA
William Brown III, Chunhua Weng, David K. Vawdrey, Suzanne Bakken
2014 Misc conf
Network Analysis of Common Eligibility Criteria in Cancer Clinical Trials.
AMIA
Chin S. Park, Jacqueline Merrill, Chunhua Weng
2014 Misc conf
Patients Screening for Clinical Trials Using EHR Representation Similarities.
AMIA
Riccardo Miotto, Chunhua Weng
2014 — conf
Towards Symbiosis in Knowledge Representation and Natural Language Processing for Structuring Clinical Practice Guidelines.
Nursing Informatics
Chunhua Weng, Philip R. O. Payne, Mark Velez, Stephen B. Johnson, Suzanne Bakken
2014 — conf
Trend and Network Analysis of Common Eligibility Features for Cancer Trials in ClinicalTrials.gov.
ICSH
Chunhua Weng, Anil Yaman, Kuo Lin, Zhe He
2014 Misc conf
Unsupervised Time-Series Clustering for Identifying Uncontrolled Type-2 Diabetic Patients.
AMIA
Patric V. Prado, Chunhua Weng
2014 Misc conf
What Is Asked in Clinical Data Request Forms? A Multi-site Thematic Analysis of Forms Towards Better Data Access Support.
AMIA
David A. Hanauer, Gregory William Hruby, Daniel Fort, Luke V. Rasmussen, Eneida A. Mendonça, Chunhua Weng
2013 — conf
A Method for Probing Disease Relatedness Using Common Clinical Eligibility Criteria.
MedInfo
Mary Regina Boland, Riccardo Miotto, Chunhua Weng
2013 J jnl
A centralized research data repository enhances retrospective outcomes research capacity: a case report.
J. Am. Medical Informatics Assoc.
Gregory William Hruby, James McKiernan, Suzanne Bakken, Chunhua Weng
2013 J jnl
A human-computer collaborative approach to identifying common data elements in clinical trial eligibility criteria.
J. Biomed. Informatics
Zhihui Luo, Riccardo Miotto, Chunhua Weng
2013 J jnl
An Integrated Model for Patient Care and Clinical Trials (IMPACT) to support clinical research visit scheduling workflow for future learning health systems.
J. Biomed. Informatics
Chunhua Weng, Yu Li, Solomon Berhe, Mary Regina Boland, Junfeng Gao, Gregory William Hruby, Richard C. Steinman, Carlos Lopez-Jimenez, Linda Busacca, George Hripcsak, Suzanne Bakken, J. Thomas Bigger
2013 J jnl
Defining and measuring completeness of electronic health records for secondary use.
J. Biomed. Informatics
Nicole Gray Weiskopf, George Hripcsak, Sushmita Swaminathan, Chunhua Weng
2013 Misc conf
Design and Evaluation of a Bacterial Clinical Infectious Diseases Ontology.
AMIA
Claire L. Gordon, Stephanie Pouch, Lindsay G. Cowell, Mary Regina Boland, Heather L. Platt, Albert Goldfain, Chunhua Weng
2013 — conf
Extending VIVO Ontology to Represent Research and Educational Resources in an Academic Biomedical Informatics Department.
MedInfo
Drashko Nakikj, Chunhua Weng
2013 — conf
Extracting and Normalizing Temporal Expressions in Clinical Data Requests from Researchers.
ICSH
Tianyong Hao, Alex Rusanov, Chunhua Weng
2013 J jnl
Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research.
J. Am. Medical Informatics Assoc.
Nicole Gray Weiskopf, Chunhua Weng
2013 Misc conf
Sick Patients Have More Data: The Non-Random Completeness of Electronic Health Records.
AMIA
Nicole Gray Weiskopf, Alex Rusanov, Chunhua Weng
2013 Misc conf
Towards Computational Reuse of Clinical Research Eligibility Criteria with Collaboration across Academia, Industry, and Standardization Organizations.
AMIA
Chunhua Weng, Michael N. Cantor, Adel Taweel, Theodoros N. Arvanitis, Rebecca Daniels Kush
2013 J jnl
Unsupervised mining of frequent tags for clinical eligibility text indexing.
J. Biomed. Informatics
Riccardo Miotto, Chunhua Weng
2013 Misc conf
Using Electronic Health Records To Assess Generalizability of Clinical Trials.
AMIA
Chunhua Weng, Yu Li, George Hripcsak, Yuan Zhang, Jie Gao, Feng Liu, J. Thomas Bigger
2013 J jnl
eTACTS: A method for dynamically filtering clinical trial search results.
J. Biomed. Informatics
Riccardo Miotto, Silis Y. Jiang, Chunhua Weng
2013 Misc conf
eTACTS: an Eligibility Tag Cloud-based Clinical Trial Search Engine.
AMIA
Riccardo Miotto, Chunhua Weng
2012 Misc conf
An ontology-based Clinical Phenotyping Framework For eMERGE Network Algorithms.
AMIA
Nanfang Xu, Chunhua Weng
2012 Misc conf
Analysis of Query Negotiation between a Researcher and a Query Expert.
AMIA
Gregory William Hruby, Adam B. Wilcox, Chunhua Weng
2012 J jnl
Clinical research informatics: a conceptual perspective.
J. Am. Medical Informatics Assoc.
Michael G. Kahn, Chunhua Weng
2012 Misc conf
Establishing Data Governance for Comparative Effectiveness Research: Experience of the Washington Heights Inwood Informatics Infrastructure for Comparative Effectiveness Research (WICER).
AMIA
Suzanne Bakken, J. Thomas Bigger, Bernadette Boden-Albala, Penny Feldman, Kathleen Gallagher, Peter D. Stetson, Chunhua Weng, Adam B. Wilcox
2012 J jnl
Using EHRs to integrate research with patient care: promises and challenges.
J. Am. Medical Informatics Assoc.
Chunhua Weng, Paul Appelbaum, George Hripcsak, Ian Kronish, Linda Busacca, Karina W. Davidson, J. Thomas Bigger
2011 J jnl
Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction.
J. Biomed. Informatics
Di Zhao, Chunhua Weng
2011 J jnl
Dynamic categorization of clinical research eligibility criteria by hierarchical clustering.
J. Biomed. Informatics
Zhihui Luo, Meliha Yetisgen-Yildiz, Chunhua Weng
2011 J jnl
EliXR: an approach to eligibility criteria extraction and representation.
J. Am. Medical Informatics Assoc.
Chunhua Weng, Xiaoying Wu, Zhihui Luo, Mary Regina Boland, Dimitri Theodoratos, Stephen B. Johnson
2010 J jnl
Formal representation of eligibility criteria: A literature review.
J. Biomed. Informatics
Chunhua Weng, Samson W. Tu, Ida Sim, Rachel L. Richesson
2009 J jnl
A review of auditing methods applied to the content of controlled biomedical terminologies.
J. Biomed. Informatics
Xinxin Zhu, Jungwei Fan, David M. Baorto, Chunhua Weng, James J. Cimino
2009 J jnl
Case Report: Electronic Screening Improves Efficiency in Clinical Trial Recruitment.
J. Am. Medical Informatics Assoc.
Samir R. Thadani, Chunhua Weng, J. Thomas Bigger, John F. Ennever, David Wajngurt
2009 — ch.
Clinical Data Quality and Validation.
Encyclopedia of Database Systems
Chintan Patel, Chunhua Weng
2009 — ch.
Clinical Data and Information Models.
Encyclopedia of Database Systems
Chintan Patel, Chunhua Weng
2009 — ch.
Quality and Trust of Information Content and Credentialing.
Encyclopedia of Database Systems
Chintan Patel, Chunhua Weng
2009 — ch.
Reference Knowledge.
Encyclopedia of Database Systems
Chintan Patel, Chunhua Weng
2008 Misc conf
Comparing ICD9-Encoded Diagnoses and NLP-Processed Discharge Summaries for Clinical Trials Pre-Screening: A Case Study.
AMIA
Li Li, Herbert S. Chase, Chintan Patel, Carol Friedman, Chunhua Weng
2008 Misc conf
Understanding Interdisciplinary Health Sciences Collaborations: A Campus-Wide Survey of Obesity Experts.
AMIA
Chunhua Weng, Dympna Gallagher, Michael E. Bales, Suzanne Bakken, Henry N. Ginsberg
2007 J jnl
Participatory design of a collaborative clinical trial protocol writing system.
Int. J. Medical Informatics
Chunhua Weng, David W. McDonald, Dana Sparks, Jason McCoy, John H. Gennari
2007 J jnl
User-centered semantic harmonization: A case study.
J. Biomed. Informatics
Chunhua Weng, John H. Gennari, Douglas B. Fridsma
2006 Misc conf
A Call for Collaborative Semantic Harmonization.
AMIA
Chunhua Weng, Douglas B. Fridsma
2005 J jnl
Asynchronous communication among clinical researchers: A study for systems design.
Int. J. Medical Informatics
John H. Gennari, Chunhua Weng, Jacqueline Benedetti, David W. McDonald
2005 Misc conf
Why It Is Hard to Support Group Work in Distributed Healthcare Organizations: Empirical Knowledge of the Social-Technical Gap.
AMIA
Chunhua Weng
2004 — conf
A Collaborative Clinical Trial Protocol Writing System.
MedInfo
Chunhua Weng, John H. Gennari, David W. McDonald
2004 — conf
An Ethnographic Study of Collaborative Clinical Trial Protocol Writing.
MedInfo
John H. Gennari, Chunhua Weng, David W. McDonald, Jacqueline Benedetti, Stephanie Green
2004 A conf
Asynchronous collaborative writing through annotations.
CSCW
Chunhua Weng, John H. Gennari
2004 A conf
The multiple views of inter-organizational authoring.
CSCW
David W. McDonald, Chunhua Weng, John H. Gennari
2003 Misc conf
Scenario-based Participatory Design of A Collaborative Clinical Trial Protocol Authoring System.
AMIA
Chunhua Weng, John H. Gennari, David W. McDonald
2002 Misc conf
Temporal knowledge representation for scheduling tasks in clinical trial protocols.
AMIA
Chunhua Weng, Michael G. Kahn, John H. Gennari