| 2015 | AMIA | An Ensemble Method for Spelling Correction in Consumer Health Questions. | Halil Kilicoglu, Marcelo Fiszman, Kirk Roberts, Dina Demner-Fushman |
| 2015 | AMIA | Classification of Clinically Useful Sentences in MEDLINE. | Mohammad Amin Morid, Siddhartha R. Jonnalagadda, Marcelo Fiszman, Kalpana Raja, Guilherme Del Fiol |
| 2014 | AMIA | Semantic Processing to Identify Adverse Drug Event Information from Black Box Warnings. | Adam Culbertson, Marcelo Fiszman, Dongwook Shin, Thomas C. Rindflesch |
| 2014 | AMIA | Automatically Classifying Question Types for Consumer Health Questions. | Kirk Roberts, Halil Kilicoglu, Marcelo Fiszman, Dina Demner-Fushman |
| 2014 | LREC | Annotating Question Decomposition on Complex Medical Questions. | Kirk Roberts, Kate Masterton, Marcelo Fiszman, Halil Kilicoglu, Dina Demner-Fushman |
| 2013 | AMIA | Semantic MEDLINE for Discovery Browsing: Using Semantic Predications and the Literature-Based Discovery Paradigm to Elucidate a Mechanism for the Obesity Paradox. | Michael J. Cairelli, Christopher M. Miller, Marcelo Fiszman, Terri Elizabeth Workman, Thomas C. Rindflesch |
| 2013 | AMIA | Semantic Processing to Identify Adverse Drug Event Information from Black Box Warnings. | Adam Culbertson, Marcelo Fiszman, Dongwook Shin, Thomas C. Rindflesch |
| 2013 | AMIA | Automatically Extracting Clinically Useful Sentences from UpToDate to Support Clinicians' Information Needs. | Rashmi Mishra, Guilherme Del Fiol, Halil Kilicoglu, Siddhartha Jonnalagadda, Marcelo Fiszman |
| 2013 | AMIA | A Literature-Based Assessment of Concept Pairs as a Measure of Semantic Relatedness. | Terri Elizabeth Workman, Graciela Rosemblat, Marcelo Fiszman, Thomas C. Rindflesch |
| 2012 | AMIA | Using SemRep to Label Semantic Relations Extracted from Clinical Text. | Ying Liu, Robert Bill, Marcelo Fiszman, Thomas C. Rindflesch, Ted Pedersen, Genevieve B. Melton, Serguei V. S. Pakhomov |
| 2008 | AMIA | Semantic Processing to Support Clinical Guideline Development. | Marcelo Fiszman, Eduardo Ortiz, Bruce E. Bray, Thomas C. Rindflesch |
| 2007 | AMIA | Identifying Risk Factors for Metabolic Syndrome in Biomedical Text. | Marcelo Fiszman, Graciela Rosemblat, Caroline B. Ahlers, Thomas C. Rindflesch |
| 2007 | PSB | Extracting Semantic Predications from Medline Citations for Pharmacogenomics. | Caroline B. Ahlers, Marcelo Fiszman, Dina Demner-Fushman, Franois-Michel Lang, Thomas C. Rindflesch |
| 2006 | AMIA | Summarizing Drug Information in Medline Citations. | Marcelo Fiszman, Thomas C. Rindflesch, Halil Kilicoglu |
| 2006 | AMIA | Semantic Processing to Enhance Retrieval of Diagnosis Citations from Medline. | Charles Sneiderman, Dina Demner-Fushman, Marcelo Fiszman, Graciela Rosemblat, Franois-Michel Lang, Daphne Norwood, Thomas C. Rindflesch |
| 2005 | AMIA | Medical Facts to Support Inferencing in Natural Language Processing. | Thomas C. Rindflesch, Serguei Pakhomov, Marcelo Fiszman, Halil Kilicoglu, Vincent R. Snchez |
| 2005 | AMIA | Semantic characteristics of MEDLINE citations useful for therapeutic decision-making. | Charles Sneiderman, Dina Demner-Fushman, Marcelo Fiszman, Thomas C. Rindflesch |
| 2003 | AMIA | Integrating a Hypernymic Proposition Interpreter into a Semantic Processor for Biomedical Texts. | Marcelo Fiszman, Thomas C. Rindflesch, Halil Kilicoglu |
| 2003 | AMIA | Interpreting Hypernymic Propositions in an Online Medical Encyclopedia. | Marcelo Fiszman, Thomas C. Rindflesch, Halil Kilicoglu |
| 2002 | ACL | MPLUS: a probabilistic medical language understanding system. | Lee M. Christensen, Peter J. Haug, Marcelo Fiszman |
| 2001 | AMIA | Combining decision support methodologies to diagnose pneumonia. | Dominik Aronsky, Marcelo Fiszman, Wendy W. Chapman, Peter J. Haug |
| 2000 | AMIA | Contribution of a speech recognition system to a computerized pneumonia guideline in the emergency department. | Wendy W. Chapman, Dominik Aronsky, Marcelo Fiszman, Peter J. Haug |
| 2000 | AMIA | Using medical language processing to support real-time evaluation of pneumonia guidelines. | Marcelo Fiszman, Peter J. Haug |
| 2000 | AMIA | Comparing Diagnostic Decision Support Systems for Pneumonia. | Charles Lagor, Dominik Aronsky, Marcelo Fiszman, Peter J. Haug |
| 1999 | AMIA | Correct vs. Parsed Data for Inferring Pneumonia in Chest X-ray Reports. | Wendy Webber Chapman, Marcelo Fiszman, Peter J. Haug |
| 1999 | AMIA | Automatic identification of pneumonia related concepts on chest x-ray reports. | Marcelo Fiszman, Wendy W. Chapman, R. Scott Evans, Peter J. Haug |
| 1998 | AMIA | Automatic extraction of PIOPED interpretations from ventilation/perfusion lung scan reports. | Marcelo Fiszman, Peter J. Haug, Philip R. Frederick |