Maximizing Data Portability in Patient-controlled Longitudinal Medical Records. - Matvey B. Palchuk; Eric C. Pan; Isaac S. Kohane (AMIA, 2002)

Smart Forms: Building Condition-Specific Documentation and Decision Support Tools for Ambulatory EHR. - Maya Olsha-Yehiav; Matvey B. Palchuk; Frank Y. Chang; David P. Taylor; Jeffrey L. Schnipper; Jeffrey A. Linder; Qi Li 019; Blackford Middleton (AMIA, 2005)

Implementing Renal Impairment and Geriatric Decision Support in Ambulatory e-Prescribing. - Matvey B. Palchuk; Diane L. Seger; Alexander Alexeyev; Robert Macauley; Andrew C. Seger; Elaine G. Recklet; Tejal K. Gandhi (AMIA, 2005)

Improving Care for Acute and Chronic Problems with Smart Forms and Quality Dashboards. - Jeffrey A. Linder; Jeffrey L. Schnipper; Matvey B. Palchuk; Jonathan S. Einbinder; Qi Li 019; Blackford Middleton (AMIA, 2006)

Weight-based Pediatric Prescribing in Ambulatory Setting. - Matvey B. Palchuk; Diane L. Seger; Elaine G. Recklet; Carol Hanson; Alexander Alexeyev; Qi Li 019 (AMIA, 2006)

Smart Form Framework as a Foundation for Clinical Documentation Platform. - Anatoly Postilnik; Matvey B. Palchuk; Michael Vashevko; Boris Rudelson; Nina Plaks; Jeffrey L. Schnipper; Jeffrey A. Linder; Qi Li 019; Blackford Middleton (AMIA, 2006)

Decision support for acute problems: The role of the standardized patient in usability testing. - Jeffrey A. Linder; Alan F. Rose; Matvey B. Palchuk; Frank Y. Chang; Jeffrey L. Schnipper; Joseph C. Chan; Blackford Middleton (J. Biomed. Informatics, 2006)

Clinical Decision Support to Improve Antibiotic Prescribing for Acute Respiratory Infections: Results of a Pilot Study. - Jeffrey A. Linder; Jeffrey L. Schnipper; Lynn A. Volk; Ruslana Tsurikova; Matvey B. Palchuk; Maya Olsha-Yehiav; Andrea J. Melnikas; Blackford Middleton (AMIA, 2007)

Application of Information Technology: "Smart Forms" in an Electronic Medical Record: Documentation-based Clinical Decision Support to Improve Disease Management. - Jeffrey L. Schnipper; Jeffrey A. Linder; Matvey B. Palchuk; Jonathan S. Einbinder; Qi Li 019; Anatoly Postilnik; Blackford Middleton (J. Am. Medical Informatics Assoc., 2008)

An unintended consequence of electronic prescriptions: prevalence and impact of internal discrepancies. - Matvey B. Palchuk; Elizabeth A. Fang; Janet M. Cygielnik; Matthew Labreche; Maria Shubina; Harley Z. Ramelson; Claus Hamann; Carol A. Broverman; Jonathan S. Einbinder; Alexander Turchin (J. Am. Medical Informatics Assoc., 2010)

Development of a tool within the electronic medical record to facilitate medication reconciliation after hospital discharge. - Jeffrey L. Schnipper; Catherine L. Liang; Claus Hamann; Andrew S. Karson; Matvey B. Palchuk; Patricia C. McCarthy; Melanie Sherlock; Alexander Turchin; David W. Bates (J. Am. Medical Informatics Assoc., 2011)

Successful Algorithm for Mapping AEs from Multiple Sources to MedDRA. - Elisabeth Scheufele; Keeon Tabrizi; Haiguo Wu; Himanso Sahni; Matvey B. Palchuk; Dina Aronzon (AMIA, 2013)

A General Propensity Matching Algorithm to Control for Potential Confounders in Observational Studies using Outcomes Miner. - Julianna Kohler; Manigandan Easwaran; Gerardo Soto-Campos; Tanmay Gupta; Santhosh Narayanan; Elisabeth Scheufele; Matvey B. Palchuk (AMIA, 2014)

Modeling Propensity for Hospital Readmission with Claims Data. - Gerardo Soto-Campos; Elisabeth Scheufele; Aditya Sane; Santhosh Narayanan; Matvey B. Palchuk (AMIA, 2014)

Genetic Variant Databases: Current Practices for Development and Curation. - Keeon Tabrizi; Robert Coopersmith; David Hardison; Elisabeth Scheufele; Matvey B. Palchuk (AMIA, 2014)

Extending tranSMART for Meta-Analysis of Genomic Data Across Trials. - Haiguo Wu; Elisabeth Scheufele; Dina Aronzon; Matvey B. Palchuk (AMIA, 2014)

Organizing Drugs in RxNorm by Therapeutic Classes. - Matvey B. Palchuk; Michael Kamerick (AMIA, 2015)

How informatics are being applied in industry: challenge and opportunity. - Xia Wang; Zhaohui J. Cai; Jorge A. Caballero; Matvey B. Palchuk; Shahram Ebadollahi; Elizabeth S. Chapman (AMIA, 2016)

Assessing NLP Accuracy: Focus on Anatomic Pathology. - Laura A. Evans; Jack W. London; Matvey B. Palchuk (AMIA, 2018)

Ascertaining Medication Adherence Utilizing Open Claims Data. - John E. Doole; Pamela B. Landsman-Blumberg; Matvey B. Palchuk (AMIA, 2019)

Aligning an Administrative Procedure Coding System with SNOMED CT. - Stefan Schulz 001; Johannes Steffel; Peter Polster; Matvey B. Palchuk; Philipp Daumke (JOWO, 2019)

Defining a Cohort of Patients with Multifocal Breast Cancer in Medical Records. - Julia A. O'Rourke; John E. Doole; Cindy Liu; Matvey B. Palchuk (AMIA, 2020)

Career Pathways in Industry for Biomedical Informaticians. - Elisabeth L. Scheufele; Marion J. Ball; Jason Cooper; Judy Murphy; Matvey B. Palchuk (AMIA, 2020)

Recommendations for patient similarity classes: results of the AMIA 2019 workshop on defining patient similarity. - Nathan D. Seligson; Jeremy L. Warner; William S. Dalton; David Martin; Robert S. Miller; Debra Patt; Kenneth L. Kehl; Matvey B. Palchuk; Gil Alterovitz; Laura K. Wiley; Ming Huang 006; Feichen Shen; et al. (J. Am. Medical Informatics Assoc., 2020)

Mapping clinical procedures to the ICD-10-PCS: The German operation and procedure classification system use case. - A. Millan-Fernandez-Montes; David Pérez-Rey; Gema Hernandez-Ibarburu; Matvey B. Palchuk; Christina Mueller; Brecht Claerhout (J. Biomed. Informatics, 2020)

National COVID Cohort Collaborative (N3C) Case-control Buddies. - Marshall Clark; Adam M. Lee; Emily R. Pfaff; Kristin Kostka; Matvey B. Palchuk; Lora Lingrey; Michele Morris; Robert T. Miller (AMIA, 2021)

Monitoring the Effects of the Pandemic on Cancer-Related Patient Encounters. - Jack W. London; Elnara Fazio-Eynullayeva; Matvey B. Palchuk; Peter J. Sankey; Christopher McNair (AMIA, 2021)

The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment. - Melissa A. Haendel; Christopher G. Chute; Tellen D. Bennett; David A. Eichmann; Justin Guinney; Warren A. Kibbe; Philip R. O. Payne; Emily R. Pfaff; Peter N. Robinson; Joel H. Saltz; Heidi Spratt; Christine Suver; et al. (J. Am. Medical Informatics Assoc., 2021)

Assessing real-world medication data completeness. - Laura A. Evans; Jack W. London; Matvey B. Palchuk (J. Biomed. Informatics, 2021)

Building an i2b2-Based Population Repository for COVID-19 Research. - Miguel Pedrera-Jiménez; Noelia García-Barrio; Gema Hernandez-Ibarburu; Blanca Baselga; Alvar Javier Blanco-Martínez; Fernando Calvo-Boyero; Alba Gutiérrez-Sacristán; Víctor Quiros; Juan Luis Cruz-Bermúdez; José Luis Bernal-Sobrino; Laura Meloni; David Pérez-Rey; et al. (MIE, 2022)

Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative. - Emily R. Pfaff; Andrew T. Girvin; Davera Gabriel; Kristin Kostka; Michele Morris; Matvey B. Palchuk; Harold P. Lehmann; Benjamin R. C. Amor; Mark Bissell; Katie R. Bradwell; Sigfried Gold; Stephanie S. Hong; et al. (J. Am. Medical Informatics Assoc., 2022)

Demonstrating an approach for evaluating synthetic geospatial and temporal epidemiologic data utility: results from analyzing >1.8 million SARS-CoV-2 tests in the United States National COVID Cohort Collaborative (N3C). - Jason A. Thomas; Randi E. Foraker; Noa Zamstein; Jon D. Morrow; Philip R. O. Payne; Adam B. Wilcox; Melissa A. Haendel; Christopher G. Chute; Kenneth R. Gersing; Anita Walden; Tellen D. Bennett; David A. Eichmann; et al. (J. Am. Medical Informatics Assoc., 2022)

Automatic Outlier Detection in Laboratory Result Distributions Within a Real World Data Network. - Aída Muñoz Monjas; David Rubio Ruiz; David Pérez-Rey; Matvey B. Palchuk (MIE, 2023)

Enhancing real world data interoperability in healthcare: A methodological approach to laboratory unit harmonization. - Aída Muñoz Monjas; David Rubio Ruiz; David Pérez del Rey; Matvey B. Palchuk (Int. J. Medical Informatics, 2025)

National COVID Cohort Collaborative data enhancements: a path for expanding common data models. - Kellie M. Walters; Marshall Clark; Sofia Dard; Stephanie S. Hong; Elizabeth Kelly; Kristin Kostka; Adam M. Lee; Robert T. Miller; Michele Morris; Matvey B. Palchuk; Emily R. Pfaff; Adam B. Wilcox; et al. (J. Am. Medical Informatics Assoc., 2025)