A model for the design of distributed databases (abstract only). - Sudha Ram; Geneva G. Belford (ACM Conference on Computer Science, 1985)

Report Generation Facility, A High-Level Interface for Coherent Access to Heterogeneous Database Systems. - Geneva G. Belford; Jane W.-S. Liu; S. C. Hwung; Chi-Yin Huang Hsu; K. A. Kaufman; C. K. Kim; Jung K. Kim; J. Leo; Anthony V. Ma; J. Ng; D. Neff; J. Quinn; et al. (ICDE, 1986)

ER versus Relational: What are the Differences? (Panel). - Dzenan Ridjanovic; Sirkka L. Jarvenpaa; Robert W. Mantha; Sudha Ram; Arnon Rosenthal (ER, 1987)

Innovator: an expert system for new product launch decisions. - Sudha Ram; Sundaresan Ram (Appl. Artif. Intell., 1988)

Integration of information systems technologies to support consultation in an information center. - Sudha Ram; Stephen C. Hayne; David A. Carlson; Jay F. Nunamaker Jr. (ICIS, 1989)

A model for designing distributed database systems. - Sudha Ram (Inf. Manag., 1989)

An automated tool for relational database design. - Sudha Ram; Stephen M. Curran (Inf. Syst., 1989)

Architecture of distributed data base systems. - Sudha Ram; Clark L. Chastain (J. Syst. Softw., 1989)

Multi-User View Integration System (MUVIS): An Expert System for View Integration. - Stephen C. Hayne; Sudha Ram (ICDE, 1990)

Allocation of Databases in a Distributed Database System. - Sudha Ram; Sridhar Narasimhan (ICIS, 1990)

HyperIntelligence: The Next Frontier. - David A. Carlson; Sudha Ram (Commun. ACM, 1990)

Screening Financial Innovations: An Expert System Approach. - Sudha Ram; Sundaresan Ram (IEEE Expert, 1990)

The synthesis approach for relational database design: an expanded perspective. - Sudha Ram; Stephen M. Curran (Inf. Sci., 1990)

Heterogeneous Distributed Database Systems - Guest Editor's Introduction. - Sudha Ram (Computer, 1991)

An Architecture for Distributed Knowledge-Based Systems. - David A. Carlson; Sudha Ram (Data Base, 1991)

Communication requirements and network evaluation within electronic meeting system environments. - Alan R. Dennis; Tom Abens; Sudha Ram; Jay F. Nunamaker Jr. (Decis. Support Syst., 1991)

A Model for Database Allocation Incorporating a Concurrency Control Mechanism. - Sudha Ram; Roy E. Marsten (IEEE Trans. Knowl. Data Eng., 1991)

Integrating information systems technologies to support consultation in an information center. - Sudha Ram; Stephen C. Hayne; David A. Carlson (Inf. Manag., 1992)

Information Sharing and Knowledge Discovery in Large Scientific Databases: Introduction. - Sudha Ram (HICSS (3), 1994)

A methodology for interschema relationship identification in heterogeneous databases. - Venkataraman Ramesh; Sudha Ram (HICSS (3), 1995)

Deriving Functional Dependencies from the Entity-Relationship Model. - Sudha Ram (Commun. ACM, 1995)

Understanding Database Design Expertise. - Veda C. Storey; Cheryl B. Thompson; Sudha Ram (Data Knowl. Eng., 1995)

Information technologies and systems. - Robert W. Blanning; Sudha Ram; Richard Y. Wang (Decis. Support Syst., 1995)

A Blackboard-Based Cooperative System for Schema Integration. - Sudha Ram; Venkataraman Ramesh (IEEE Expert, 1995)

Intelligent database design using the unifying semantic model. - Sudha Ram (Inf. Manag., 1995)

Incorporating the Majority Consensus Concurrency Control Mechanism into the Database Allocation Problem. - Sudha Ram; Sridhar Narasimhan (INFORMS J. Comput., 1995)

Group data base design: Addressing the view modeling problem. - Stephen C. Hayne; Sudha Ram (J. Syst. Softw., 1995)

A Content Specification for Business Process Models. - Akhilesh Bajaj; Sudha Ram (Australas. J. Inf. Syst., 1996)

Practical Aspects of Teaching an Applied Database Course. - Joobin Choobineh; Sudha Ram (Data Base, 1996)

Design and validation of a knowledge-based system for screening product innovations. - Sudha Ram (IEEE Trans. Syst. Man Cybern. Part A, 1996)

Resource Discovery and Intelligent Image Retrieval in a Distributed Environment. - Sudha Ram; Shailaja Venkatsubramanyan; Stuart E. Marsh; George L. Ball (HICSS (4), 1997)

Updating Timestamp Interval for Dynamic Adjustment of Serialization Order in Optimistic Concurrency Control-Time Interval (OCCTI) Protocol. - Prabhudev Konana; Juhnyoung Lee; Sudha Ram (Inf. Process. Lett., 1997)

Integrity Constraint Integration in Heterogeneous Databases: An Enhanced Methodology for Schema Integration. - Venkataraman Ramesh; Sudha Ram (Inf. Syst., 1997)

Information Sharing among Multiple Heterogeneous Data Sources Distributed across the Internet. - Sudha Ram; Venkataraman Ramesh (HICSS (4), 1998)

Transaction management mechanisms for active and real-time databases: A comprehensive protocol and a performance study. - Prabhudev Konana; Sudha Ram (J. Syst. Softw., 1998)

Collaborative Conceptual Schema Design: A Process Model and Prototype System. - Sudha Ram; Venkataraman Ramesh (ACM Trans. Inf. Syst., 1998)

Modeling and Navigation of Large Information Spaces: A Semantics based Approach. - Sudha Ram; G. Shankaranarayanan (HICSS, 1999)

Semantic-Model Support for Geographic Information Systems. - Sudha Ram; Jinsoo Park 001; George L. Ball (Computer, 1999)

17th International Conference on Conceptual Modeling (ER'98). - Tok Wang Ling; Sudha Ram (Data Knowl. Eng., 1999)

Semantics-Based Transaction Processing for Real-Time Databases: The Case of Automated Stock Trading. - Prabhudev Konana; Sudha Ram (INFORMS J. Comput., 1999)

Digital Libraries for the Next Millennium: Challenges and Research Directions. - Sudha Ram; Jinsoo Park 001; Dongwon Lee 002 (Inf. Syst. Frontiers, 1999)

An Empirical Analysis of the Object-Oriented Database Concurrency Control Mechanism O2C2. - David Olsen; Sudha Ram (J. Database Manag., 1999)

Research Commentary: An Agenda for Information Technology Research in Heterogeneous and Distributed Environments. - Salvatore T. March; Alan R. Hevner; Sudha Ram (Inf. Syst. Res., 2000)

Infomediation for E-business enabled Supply Chains. - Sudha Ram; Yousub Hwang; Vijay Khatri (DS-9, 2001)

GeoCosm: A Semantics-Based Approach for Information Integration of Geospatial Data. - Sudha Ram; Vijay Khatri; Limin Zhang 001; Daniel Dajun Zeng (ER (Workshops), 2001)

DISTIL: A Design Support Environment for Conceptual Modeling of Spatio-temporal Requirements. - Sudha Ram; Richard T. Snodgrass; Vijay Khatri; Yousub Hwang (ER, 2001)

CREAM: A Mediator Based Environment for Modeling and Accessing Distributed Information on the Web. - Sudha Ram; Jinsoo Park 001; Yousub Hwang (BNCOD, 2002)

Supporting User-Defined Granularities in a Spatiotemporal Conceptual Model. - Vijay Khatri; Sudha Ram; Richard T. Snodgrass; Grady M. O'Brien (Ann. Math. Artif. Intell., 2002)

SEAM: A State-Entity-Activity-Model for a Well-Defined Workflow Development Methodology. - Akhilesh Bajaj; Sudha Ram (IEEE Trans. Knowl. Data Eng., 2002)

Storage allocation in web prefetching techniques. - Daniel Dajun Zeng; Fei-Yue Wang 001; Sudha Ram (EC, 2003)

IAIS: A Methodology to Enable Inter-Agency Information Sharing In eGovernment. - Akhilesh Bajaj; Sudha Ram (J. Database Manag., 2003)

Modeling the Semantics of 3D Protein Structures. - Sudha Ram; Wei Wei (ER, 2004)

Clustering Schema Elements for Semantic Integration of Heterogeneous Data Sources. - Huimin Zhou; Sudha Ram (J. Database Manag., 2004)

Design Science in Information Systems Research. - Alan R. Hevner; Salvatore T. March; Jinsoo Park 001; Sudha Ram (MIS Q., 2004)

Augmenting a Conceptual Model with Geospatiotemporal Annotations. - Vijay Khatri; Sudha Ram; Richard T. Snodgrass (IEEE Trans. Knowl. Data Eng., 2004)

Semantic Conflict Resolution Ontology (SCROL): An Ontology for Detecting and Resolving Data and Schema-Level Semantic Conflicts. - Sudha Ram; Jinsoo Park 001 (IEEE Trans. Knowl. Data Eng., 2004)

Constrained Cascade Generalization of Decision Trees. - Huimin Zhao 003; Sudha Ram (IEEE Trans. Knowl. Data Eng., 2004)

Information systems interoperability: What lies beneath? - Jinsoo Park 001; Sudha Ram (ACM Trans. Inf. Syst., 2004)

Toward Semantic Interoperability of Heterogeneous Biological Data Sources. - Sudha Ram (CAiSE, 2005)

An Agent-Based Approach for Sourcing Business Rules in Supply Chain Management. - Sudha Ram; Jun Liu 032 (Int. J. Intell. Inf. Technol., 2005)

A comprehensive framework for modeling set-based business rules during conceptual database design. - Sudha Ram; Vijay Khatri (Inf. Syst., 2005)

Entity identification for heterogeneous database integration–a multiple classifier system approach and empirical evaluation. - Huimin Zhao 003; Sudha Ram (Inf. Syst., 2005)

Understanding the Semantics of Data Provenance to Support Active Conceptual Modeling. - Sudha Ram; Jun Liu 032 (Active Conceptual Modeling of Learning, 2006)

Advances in Data Modeling Research. - Gove Allen; Akhilesh Bajaj; Vijay Khatri; Sudha Ram; Keng Siau (Commun. Assoc. Inf. Syst., 2006)

On augmenting database design-support environments to capture the geo-spatio-temporal data semantics. - Vijay Khatri; Sudha Ram; Richard T. Snodgrass (Inf. Syst., 2006)

Elitist and Ensemble Strategies for Cascade Generalization. - Huimin Zhao 003; Atish P. Sinha; Sudha Ram (J. Database Manag., 2006)

Combining schema and instance information for integrating heterogeneous data sources. - Huimin Zhao 003; Sudha Ram (Data Knowl. Eng., 2007)

A Comprehensive Framework Towards Information Sharing Between Government Agencies. - Akhilesh Bajaj; Sudha Ram (Int. J. Electron. Gov. Res., 2007)

Database design and querying within the fuzzy semantic model. - Rafik Bouaziz; Salem Chakhar; Vincent Mousseau; Sudha Ram; Abdelkader Telmoudi (Inf. Sci., 2007)

Special Issue on "Semantic Web: Opportunities and Challenges". - Sudha Ram; Huimin Zhao 003 (Inf. Technol. Manag., 2007)

An Empirical Study of the Effects of Principal Component Analysis on Symbolic Classifiers. - Huimin Zhao 003; Atish P. Sinha; Sudha Ram (AMCIS, 2008)

Linking Biological Databases Semantically for Knowledge Discovery. - Sudha Ram; Kunpeng Zhang; Wei Wei (ER Workshops, 2008)

Conceptually modeling windows and bounds for space and time in database constraints. - Faiz Currim; Sudha Ram (Commun. ACM, 2008)

Entity matching across heterogeneous data sources: An approach based on constrained cascade generalization. - Huimin Zhao 003; Sudha Ram (Data Knowl. Eng., 2008)

A Semiotics Framework for Analyzing Data Provenance Research. - Sudha Ram; Jun Liu 032 (J. Comput. Sci. Eng., 2008)

A Comprehensive Framework Towards Information Sharing Between Government Agencies. - Akhilesh Bajaj; Sudha Ram (Database Technologies: Concepts, Methodologies, Tools, and Applications, 2009)

A New Perspective on Semantics of Data Provenance. - Sudha Ram; Jun Liu 032 (SWPM, 2009)

FASTS: FAcets Structured Tag Space - A Novel Approach to Organize and Reuse Social Bookmarking Tags. - Sudha Ram; Wei Wei (DESRIST, 2010)

When Entities Are Types: Effectively Modeling Type-Instantiation Relationships. - Faiz Currim; Sudha Ram (ER Workshops, 2010)

Provenance Management in BioSciences. - Sudha Ram; Jun Liu 032 (ER Workshops, 2010)

A Non-Invasive Software Architecture Style for RFID Data Provisioning. - Ying Liu 066; Tao Lin; Sudha Ram; Xuemei Su (Int. J. Appl. Logist., 2010)

Multicriterion Market Segmentation: A New Model, Implementation, and Evaluation. - Ying Liu 066; Sudha Ram; Robert F. Lusch; Michael J. Brusco (Mark. Sci., 2010)

Panel: New Directions for Conceptual Modeling. - Jeffrey Parsons; Antoni Olivé; Sudha Ram; Gerd Wagner 001; Yair Wand; Eric S. K. Yu (ER, 2011)

Next-Generation Team-Science Platform for Scientific Collaboration. - Xiaolong Zheng 001; Guanyan Ke; Daniel Dajun Zeng; Sudha Ram; Hao Lu (IEEE Intell. Syst., 2011)

Who does what: Collaboration patterns in the wikipedia and their impact on article quality. - Jun Liu 032; Sudha Ram (ACM Trans. Manag. Inf. Syst., 2011)

Sharing News Articles Using 140 Characters: A Diffusion Analysis on Twitter. - Devipsita Bhattacharya; Sudha Ram (ASONAM, 2012)

Common Citation Analysis and Technology Overlap Factor: An Empirical Investigation of Litigated Patents Using Network Analysis. - Srikar Velichety; Sudha Ram (DESRIST, 2012)

Modeling Spatial and Temporal Set-Based Constraints During Conceptual Database Design. - Faiz Currim; Sudha Ram (Inf. Syst. Res., 2012)

A Semantic Foundation for Provenance Management. - Sudha Ram; Jun Liu 032 (J. Data Semant., 2012)

Using a Network Analysis Approach for Organizing Social Bookmarking Tags and Enabling Web Content Discovery. - Wei Wei; Sudha Ram (ACM Trans. Manag. Inf. Syst., 2012)

A Cross-Sectional and Temporal Analysis of Information Consumption on Twitter. - Srikar Velichety; Sudha Ram (ICIS, 2013)

Examining lists on Twitter to uncover relationships between following, membership and subscription. - Srikar Velichety; Sudha Ram (WWW (Companion Volume), 2013)

The relational model is dead, SQL is dead, and I don't feel so good myself. - Paolo Atzeni; Christian S. Jensen; Giorgio Orsi 001; Sudha Ram; Letizia Tanca; Riccardo Torlone (SIGMOD Rec., 2013)

Empirical analysis of implicit brand networks on social media. - Kunpeng Zhang; Siddhartha Bhattacharyya; Sudha Ram (HT, 2014)

Using a knowledge learning framework to predict errors in database design. - Sabah Currim; Sudha Ram; Alexandra Durcikova; Faiz Currim (Inf. Syst., 2014)

Capturing Telic/Atelic Temporal Data Semantics: Generalizing Conventional Conceptual Models. - Vijay Khatri; Sudha Ram; Richard T. Snodgrass; Paolo Terenziani (IEEE Trans. Knowl. Data Eng., 2014)

Using Big Data for Predicting Freshmen Retention. - Sudha Ram; Yun Wang 007; Faiz Currim; Sabah Currim (ICIS, 2015)

Predicting Location-Based Sequential Purchasing Events by Using Spatial, Temporal, and Social Patterns. - Yun Wang 007; Sudha Ram (IEEE Intell. Syst., 2015)

Predicting Asthma-Related Emergency Department Visits Using Big Data. - Sudha Ram; Wenli Zhang; Max Williams; Yolande Pengetnze (IEEE J. Biomed. Health Informatics, 2015)

RT @News: An Analysis of News Agency Ego Networks in a Microblogging Environment. - Devipsita Bhattacharya; Sudha Ram (ACM Trans. Manag. Inf. Syst., 2015)

Feature Importance and Predictive Modeling for Multi-source Healthcare Data with Missing Values. - Karthik Srinivasan; Faiz Currim; Sudha Ram; Casey Lindberg; Esther M. Sternberg; Perry Skeath; Bijan Najafi; Javad Razjouyan; Hyo-Ki Lee; Colin Foe-Parker; Nicole Goebel; Reuben Herzl; et al. (Digital Health, 2016)

Indoor Environmental Effects on Individual Wellbeing. - Karthik Srinivasan; Sudha Ram (Digital Health, 2016)

Extracting Signals from Social Media for Chronic Disease Surveillance. - Wenli Zhang; Sudha Ram; Mark Burkart; Yolande Pengetnze (Digital Health, 2016)

SMARTBIKE: Policy making and decision support for bike share systems. - Sudha Ram; Fan Dong; Faize Currim; Yun Wang 007; Ezequiel Dantas; Luiz Alberto Sabóia (ISC2, 2016)

A big data approach for smart transportation management on bus network. - Yun Wang 007; Sudha Ram; Faiz Currim; Ezequiel Dantas; Luiz Alberto Sabóia (ISC2, 2016)

Understanding the Competitive Landscape of News Providers on Social Media. - Devipsita Bhattacharya; Sudha Ram (WWW (Companion Volume), 2016)

SMARTBUS: A Web Application for Smart Urban Mobility and Transportation. - Sudha Ram; Yun Wang 007; Faiz Currim; Fan Dong; Ezequiel Dantas; Luiz Alberto Sabóia (WWW (Companion Volume), 2016)

Large-Scale Network Analysis for Online Social Brand Advertising. - Kunpeng Zhang; Siddhartha Bhattacharyya; Sudha Ram (MIS Q., 2016)

A Regularization Approach for Identifying Cumulative Lagged Effects in Smart Health Applications. - Karthik Srinivasan; Faiz Currim; Sudha Ram; Matthias R. Mehl; Casey Lindberg; Esther M. Sternberg; Perry Skeath; Davida Herzl; Reuben Herzl; Melissa M. Lunden; Nicole Goebel; Scott Andrews; et al. (DH, 2017)

Reconsidering the measurement of tie strength in online social networks. - Kyuhan Lee; Sudha Ram (ICIS, 2017)

Improving the Domain Independence of Data Provenance Ontologies: A Demonstration Using Conceptual Graphs and the W7 Model. - Jun Liu 032; Sudha Ram (J. Database Manag., 2017)

Leveraging Big Data and Analytics for Creating a Smarter and Better World. - Sudha Ram (INFORSID, 2018)

Call for Papers Issue 5/2019 - Data Sovereignty and Data Space Ecosystems. - Matthias Jarke; Boris Otto; Sudha Ram (Bus. Inf. Syst. Eng., 2018)

Next Generation Domain Specific Conceptual Modeling: Principles and Methods (Dagstuhl Seminar 18471). - Heinrich C. Mayr; Sudha Ram; Wolfgang Reisig; Markus Stumptner (Dagstuhl Reports, 2018)

Using big data and network analysis to understand Wikipedia article quality. - Jun Liu 032; Sudha Ram (Data Knowl. Eng., 2018)

Understanding Semantic Completeness in Rule Frameworks for Modeling Cardinality Constraints. - Faiz Currim; Sudha Ram (Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2018)

Predicting interpurchase time in a retail environment using customer-product networks: An empirical study and evaluation. - Jasmien Lismont; Sudha Ram; Jan Vanthienen; Wilfried Lemahieu; Bart Baesens (Expert Syst. Appl., 2018)

Predicting High-Cost Patients at Point of Admission Using Network Science. - Karthik Srinivasan; Faiz Currim; Sudha Ram (IEEE J. Biomed. Health Informatics, 2018)

Robust Local Explanations for Healthcare Predictive Analytics: An Application to Fragility Fracture Risk Modeling. - Buomsoo (Raymond) Kim; Karthik Srinivasan; Sudha Ram (ICIS, 2019)

Data Sovereignty and Data Space Ecosystems. - Matthias Jarke; Boris Otto; Sudha Ram (Bus. Inf. Syst. Eng., 2019)

Uncovering the effects of digital movie format availability on physical movie sales. - Matthew J. Hashim; Sudha Ram; Zhulei Tang (Decis. Support Syst., 2019)

Quality Assessment of Peer-Produced Content in Knowledge Repositories using Development and Coordination Activities. - Srikar Velichety; Sudha Ram; Jesse C. Bockstedt (J. Manag. Inf. Syst., 2019)

What Makes an Online Suggestion A Good One for Online Health Communities. - Zhengchao Yang; Sudha Ram; Faiz Currim (AMCIS, 2020)

Artificial Intelligence - Beyond the Hype. - Pär J. Ågerfalk; Kieran Conboy; Kevin Crowston; Sirkka Jarvenpaa; Jenny S. Z. Eriksson Lundström; Patrick Mikalef; Sudha Ram (ICIS, 2020)

PERSONA: Personality-Based Deep Learning for Detecting Hate Speech. - Kyuhan Lee; Sudha Ram (ICIS, 2020)

A Comprehensive Analysis of Triggers and Risk Factors for Asthma Based on Machine Learning and Large Heterogeneous Data Sources. - Wenli Zhang; Sudha Ram (MIS Q., 2020)

Intention-based Deep Learning Approach for Detecting Online Fake News. - Kyuhan Lee; Sudha Ram (ICIS, 2021)

Finding a Needle in the Haystack: Recommending Online Communities on Social Media Platforms Using Network and Design Science. - Srikar Velichety; Sudha Ram (J. Assoc. Inf. Syst., 2021)

Evaluating Distributed Computing Infrastructures: An Empirical Study Comparing Hadoop Deployments on Cloud and Local Systems. - Devipsita Bhattacharya; Faiz Currim; Sudha Ram (IEEE Trans. Cloud Comput., 2021)

Artificial Intelligence in Information Systems: State of the Art and Research Roadmap. - Pär J. Ågerfalk; Kieran Conboy; Kevin Crowston; Jenny S. Z. Eriksson Lundström; Sirkka Jarvenpaa; Sudha Ram; Patrick Mikalef (Commun. Assoc. Inf. Syst., 2022)

Deep Learning of Spatiotemporal Patterns for Urban Mobility Prediction Using Big Data. - Yun Wang 007; Faiz Currim; Sudha Ram (Inf. Syst. Res., 2022)

Data Completeness and Complex Semantics in Conceptual Modeling: The Need for a Disaggregation Construct. - Yuanxia Li; Faiz Currim; Sudha Ram (ACM J. Data Inf. Qual., 2022)

ROLEX: A Novel Method for Interpretable Machine Learning Using Robust Local Explanations. - Buomsoo (Raymond) Kim; Karthik Srinivasan; Sung Hye Kong; Jung Hee Kim; Chan Soo Shin; Sudha Ram (MIS Q., 2022)

Discovery of associative patterns between workplace sound level and physiological wellbeing using wearable devices and empirical Bayes modeling. - Karthik Srinivasan; Faiz Currim; Casey Lindberg; Javad Razjouyan; Brian Gilligan; Hyo-Ki Lee; Kelli Canada; Nicole Goebel; Matthias R. Mehl; Melissa M. Lunden; Judith Heerwagen; Bijan Najafi; et al. (npj Digit. Medicine, 2023)

A Human-in-the-Loop Segmented Mixed-Effects Modeling Method for Analyzing Wearables Data. - Karthik Srinivasan; Faiz Currim; Sudha Ram (ACM Trans. Manag. Inf. Syst., 2023)

Predicting Consultation Success in Online Health Platforms Using Dynamic Knowledge Graphs and Multimodal Data Fusion. - Wenli Zhang; Shuang Geng; Jiaheng Xie; Gemin Liang; Ben Niu 002; Sudha Ram (ICIS, 2024)

Deep Learning for Hate Speech Detection: A Personality-based Approach. - Kyuhan Lee; Sudha Ram (WWW (Companion Volume), 2024)

Explainable Deep Learning for False Information Identification: An Argumentation Theory Approach. - Kyuhan Lee; Sudha Ram (Inf. Syst. Res., 2024)

Special Issue Introduction: Digital Technologies and the Advancement of Social Justice: A Framework and Agenda. - Min-Seok Pang; Atreyi Kankanhalli; Margunn Aanestad; Sudha Ram; Likoebe M. Maruping (MIS Q., 2024)

An analytical evaluation of contact tracing systems using real-world individual-level data. - Yuanxia Li; Kacey C. Ernst; Kristen Pogreba-Brown; Erika Austhof; Kelly Heslin; Alexandra Shilen; Sudha Ram (Int. J. Medical Informatics, 2025)