Efficient Planning by Graph Rewriting. - José Luis Ambite; Craig A. Knoblock (AAAI/IAAI, Vol. 2, 1996)

Planning by Rewriting: Efficiently Generating High-Quality Plans. - José Luis Ambite; Craig A. Knoblock (AAAI/IAAI, 1997)

New Directions: Agents for Information Gathering. - José Luis Ambite; Craig A. Knoblock (IEEE Expert, 1997)

Modeling Web Sources for Information Integration. - Craig A. Knoblock; Steven Minton; José Luis Ambite; Naveen Ashish; Pragnesh Jay Modi; Ion Muslea; Andrew Philpot; Sheila Tejada (AAAI/IAAI, 1998)

Flexible and Scalable Query Planning in Distributed and Heterogeneous Environments. - José Luis Ambite; Craig A. Knoblock (AIPS, 1998)

ARIADNE: A System for Constructing Mediators for Internet Sources. - José Luis Ambite; Naveen Ashish; Greg Barish; Craig A. Knoblock; Steven Minton; Pragnesh Jay Modi; Ion Muslea; Andrew Philpot; Sheila Tejada (SIGMOD Conference, 1998)

Learning Plan Rewriting Rules. - José Luis Ambite; Craig A. Knoblock; Steven Minton (AIPS, 2000)

Simplifying data access: the energy data collection (EDC) project. - José Luis Ambite; Yigal Arens; Luis Gravano; Vasileios Hatzivassiloglou; Eduard H. Hovy; Judith L. Klavans; Andrew Philpot; Usha Ramachandran; Jay Sandhaus; Anurag Singla; Brian Whitman (DG.O, 2000)

Flexible and scalable cost-based query planning in mediators: A transformational approach. - José Luis Ambite; Craig A. Knoblock (Artif. Intell., 2000)

Efficiently Querying Moving Objects with Pre-defined Paths in a Distrituted Environment. - Cyrus Shahabi; Mohammad R. Kolahdouzan; Snehal Thakkar; José Luis Ambite; Craig A. Knoblock (ACM-GIS, 2001)

The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web. - José Luis Ambite; Craig A. Knoblock; Mohammad R. Kolahdouzan; Maria Muslea; Cyrus Shahabi; Snehal Thakkar (VLDB, 2001)

Mixed-initiative, multi-source information assistants. - Craig A. Knoblock; Steven Minton; José Luis Ambite; Maria Muslea; Jean Oh; Martin Frank (WWW, 2001)

Simplifying Data Access: The Energy Data Collection Project. - José Luis Ambite; Yigal Arens; Eduard H. Hovy; Andrew Philpot; Luis Gravano; Vasileios Hatzivassiloglou; Judith Klavans (Computer, 2001)

The Ariadne Approach to Web-Based Information Integration. - Craig A. Knoblock; Steven Minton; José Luis Ambite; Naveen Ashish; Ion Muslea; Andrew Philpot; Sheila Tejada (Int. J. Cooperative Inf. Syst., 2001)

Planning by Rewriting. - José Luis Ambite; Craig A. Knoblock (J. Artif. Intell. Res., 2001)

Compiling Source Descriptions for Efficient and Flexible Information Integration. - José Luis Ambite; Craig A. Knoblock; Ion Muslea; Andrew Philpot (J. Intell. Inf. Syst., 2001)

Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel. - José Luis Ambite; Greg Barish; Craig A. Knoblock; Maria Muslea; Jean Oh; Steven Minton (AAAI/IAAI, 2002)

A Portal for Access to Complex Distributed Information about Energy. - José Luis Ambite; Yigal Arens; Walter Bourne; Peter T. Davis; Eduard H. Hovy; Judith L. Klavans; Andrew Philpot; Samuel D. Popper; Kenneth A. Ross; Ju-Ling Shih; Peter Sommer; Surabhan Temiyabutr; et al. (DG.O, 2002)

Integrating heterogeneous data sources for better freight flow analysis and planning. - José Luis Ambite; Genevieve Giuliano; Peter Gordon; Qisheng Pan; Sandipan Bhattacharjee (DG.O, 2002)

DGRC AskCal: Natural Language Question Answering for Energy Time Series. - Andrew Philpot; José Luis Ambite; Eduard H. Hovy (DG.O, 2002)

Data Integration and Access - The Digital Government Research Center's Energy Data Collection (EDC) Project. - José Luis Ambite; Yigal Arens; Walter Bourne; Steven Feiner; Luis Gravano; Vasileios Hatzivassiloglou; Eduard H. Hovy; Judith Klavans; Andrew Philpot; Usha Ramachandran; Kenneth A. Ross; Jay Sandhaus; et al. (Advances in Digital Government, 2002)

Proteus: A System for Dynamically Composing and Intelligently Executing Web Services. - Shahram Ghandeharizadeh; Craig A. Knoblock; Christos Papadopoulos; Cyrus Shahabi; Esam Alwagait; José Luis Ambite; Min Cai; Ching-Chien Chen; Parikshit Pol; Rolfe R. Schmidt; Saihong Song; Snehal Thakkar; et al. (ICWS, 2003)

Argos: An Ontology and Web Service Composition Infrastructure for Goods Movement Analysis. - José Luis Ambite; Genevieve Giuliano; Peter Gordon; Stefan Decker; Andreas Harth; Karanbir Jassar; Qisheng Pan; LanLan Wang (DG.O, 2004)

Argos: Dynamic Composition of Web Services for Goods Movement Analysis and Planning. - José Luis Ambite; Genevieve Giuliano; Peter Gordon; Andreas Harth; LanLan Wang; Qisheng Pan; Stefan Decker (DG.O, 2004)

Retrieving and Semantically Integrating Heterogeneous Data from the Web. - Martin Michalowski; José Luis Ambite; Craig A. Knoblock; Steven Minton; Snehal Thakkar; Rattapoom Tuchinda (IEEE Intell. Syst., 2004)

Argos: dynamic composition of web services for goods movement analysis and planning. - José Luis Ambite; Genevieve Giuliano; Peter Gordon; Qisheng Pan; Naqeeb Abbasi; LanLan Wang; Matthew Weathers (DG.O, 2005)

Automatic composition of aggregation workflows for transportation modeling. - José Luis Ambite; Matthew Weathers (DG.O, 2005)

Integration of Heterogeneous Knowledge Sources in the CALO Query Manager. - José Luis Ambite; Vinay K. Chaudhri; Richard Fikes; Jessica Jenkins; Sunil Mishra; Maria Muslea; Tomás E. Uribe; Guizhen Yang (OTM Workshops, 2005)

TRIPLE - an RDF Rule Language with Context and Use Cases. - Stefan Decker; Michael Sintek; Andreas Billig; Nicola Henze; Peter Dolog; Wolfgang Nejdl; Andreas Harth; Andreas Leicher; Susanne Busse; José Luis Ambite; Matthew Weathers; Gustaf Neumann; et al. (Rule Languages for Interoperability, 2005)

Conditional Constraint Networks for Interleaved Planning and Information Gathering. - José Luis Ambite; Craig A. Knoblock; Maria Muslea; Steven Minton (IEEE Intell. Syst., 2005)

Composing, optimizing, and executing plans for bioinformatics web services. - Snehal Thakkar; José Luis Ambite; Craig A. Knoblock (VLDB J., 2005)

Design and Implementation of the CALO Query Manager. - José Luis Ambite; Vinay K. Chaudhri; Richard Fikes; Jessica Jenkins; Sunil Mishra; Maria Muslea; Tomás E. Uribe; Guizhen Yang (AAAI, 2006)

Argos: dynamic composition of web services for goods movement analysis and planning. - José Luis Ambite; Genevieve Giuliano; Peter Gordon; Mountu Jinwala; Dipsy Kapoor; LanLan Wang; Qisheng Pan (DG.O, 2006)

Data processing workflows in the social sciences: representation and automatic generation. - José Luis Ambite; Dipsy Kapoor; Mountu Jinwala (DG.O, 2006)

ARGOS: dynamic composition of web services for goods movement analysis and planning (project highlights 2007). - José Luis Ambite; Genevieve Giuliano; Peter Gordon (DG.O, 2007)

Automatic generation of data processing workflows for transportation modeling. - José Luis Ambite; Dipsy Kapoor (DG.O, 2007)

Argos: a framework for automatically generating data processing workflows. - José Luis Ambite; Dipsy Kapoor (DG.O, 2007)

Quality-driven geospatial data integration. - Snehal Thakkar; Craig A. Knoblock; José Luis Ambite (GIS, 2007)

EntityBases: Compiling, Organizing and Querying Massive Entity Repositories. - Craig A. Knoblock; José Luis Ambite; Kavita Ganesan; Maria Muslea; Steven Minton; Greg Barish; Evan Gamble; Claude Nanjo; Kane See; Cyrus Shahabi; Ching-Chien Chen (IC-AI, 2007)

Automatically Composing Data Workflows with Relational Descriptions and Shim Services. - José Luis Ambite; Dipsy Kapoor (ISWC/ASWC, 2007)

Exploiting Data Semantics to Discover, Extract, and Model Web Sources. - José Luis Ambite; Craig A. Knoblock; Kristina Lerman; Anon Plangprasopchok; Thomas A. Russ; Cenk Gazen; Steven Minton; Mark James Carman (ICDM Workshops, 2008)

Beyond the Elves: Making Intelligent Agents Intelligent. - Craig A. Knoblock; José Luis Ambite; Mark James Carman; Matthew Michelson; Pedro A. Szekely; Rattapoom Tuchinda (AI Mag., 2008)

Interactive Data Integration through Smart Copy & Paste. - Zachary G. Ives; Craig A. Knoblock; Steven Minton; Marie Jacob; Partha Pratim Talukdar; Rattapoom Tuchinda; José Luis Ambite; Maria Muslea; Cenk Gazen (CIDR, 2009)

Automatically Constructing Semantic Web Services from Online Sources. - José Luis Ambite; Sirish Darbha; Aman Goel; Craig A. Knoblock; Kristina Lerman; Rahul Parundekar; Thomas A. Russ (ISWC, 2009)

Linking the Deep Web to the Linked DataWeb. - Rahul Parundekar; Craig A. Knoblock; José Luis Ambite (AAAI Spring Symposium: Linked Data Meets Artificial Intelligence, 2010)

Linking and Building Ontologies of Linked Data. - Rahul Parundekar; Craig A. Knoblock; José Luis Ambite (ISWC (1), 2010)

Neuroscience data integration through mediation: An (F)BIRN case study. - Naveen Ashish; José Luis Ambite; Maria Muslea; Jessica A. Turner (Frontiers Neuroinformatics, 2010)

Learning Phenotype Mapping for Integrating Large Genetic Data. - Chun-Nan Hsu; Cheng-Ju Kuo; Congxing Cai; Sarah A. Pendergrass; Marylyn D. Ritchie; José Luis Ambite (BioNLP@ACL, 2011)

Interactively Mapping Data Sources into the Semantic Web. - Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite; Shubham Gupta; Aman Goel; Maria Muslea; Kristina Lerman; Parag Mallick (LISC, 2011)

Scalable query rewriting: a graph-based approach. - George Konstantinidis 001; José Luis Ambite (SIGMOD Conference, 2011)

Enabling collaborative research using the Biomedical Informatics Research Network (BIRN). - Karl G. Helmer; José Luis Ambite; Joseph Ames; Rachana Ananthakrishnan; Gully Burns; Ann L. Chervenak; Ian T. Foster; Lee Liming; David B. Keator; Fabio Macciardi; Ravi K. Madduri; John-Paul Navarro; et al. (J. Am. Medical Informatics Assoc., 2011)

Exploring Label Dependency in Active Learning for Phenotype Mapping. - Shefali Sharma; Leslie Lange; José Luis Ambite; Yigal Arens; Chun-Nan Hsu (BioNLP@HLT-NAACL, 2012)

Towards scalable data integration under constraints. - George Konstantinidis 001; José Luis Ambite (EDBT/ICDT Workshops, 2012)

Semi-automatically Mapping Structured Sources into the Semantic Web. - Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite; Aman Goel; Shubham Gupta; Kristina Lerman; Maria Muslea; Mohsen Taheriyan; Parag Mallick (ESWC, 2012)

Finding Concept Coverings in Aligning Ontologies of Linked Data. - Rahul Parundekar; Craig A. Knoblock; José Luis Ambite (ESWC (Satellite Events), 2012)

Discovering Concept Coverings in Ontologies of Linked Data Sources. - Rahul Parundekar; Craig A. Knoblock; José Luis Ambite (ISWC (1), 2012)

Rapidly Integrating Services into the Linked Data Cloud. - Mohsen Taheriyan; Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite (ISWC (1), 2012)

Discovering Alignments in Ontologies of Linked Data. - Rahul Parundekar; Craig A. Knoblock; José Luis Ambite (IJCAI, 2013)

A Graph-Based Approach to Learn Semantic Descriptions of Data Sources. - Mohsen Taheriyan; Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite (ISWC (1), 2013)

Scalable containment for unions of conjunctive queries under constraints. - George Konstantinidis 001; José Luis Ambite (SWIM@SIGMOD Conference, 2013)

Aligning Ontologies of Linked Data. - Rahul Parundekar; Craig A. Knoblock; José Luis Ambite (Linked Data Management, 2014)

A Scalable Approach to Learn Semantic Models of Structured Sources. - Mohsen Taheriyan; Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite (ICSC, 2014)

Optimizing the Chase: Scalable Data Integration under Constraints. - George Konstantinidis 001; José Luis Ambite (Proc. VLDB Endow., 2014)

SchizConnect: Virtual Data Integration in Neuroimaging. - José Luis Ambite; Marcelo Tallis; Kathryn I. Alpert; David B. Keator; Margaret D. King; Drew Landis; George Konstantinidis 001; Vince D. Calhoun; Steven G. Potkin; Jessica A. Turner; Lei Wang 032 (DILS, 2015)

GEM: The GAAIN Entity Mapper. - Naveen Ashish; Peehoo Dewan; José Luis Ambite; Arthur W. Toga (DILS, 2015)

Terminology Development Towards Harmonizing Multiple Clinical Neuroimaging Research Repositories. - Jessica A. Turner; Danielle Pasquerello; Matthew D. Turner; David B. Keator; Kathryn I. Alpert; Margaret D. King; Drew Landis; Vince D. Calhoun; Steven G. Potkin; Marcelo Tallis; José Luis Ambite; Lei Wang 032 (DILS, 2015)

Leveraging Linked Data to Infer Semantic Relations within Structured Sources. - Mohsen Taheriyan; Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite; Yinyi Chen (COLD, 2015)

Pediatric Research Using Integrated Sensor Monitoring Systems (PRISMS): Applying Sensor Technology and Informatics to Better Understand Asthma. - Katherine A. Sward; Alex A. Bui; José Luis Ambite; Michael Dellarco (AMIA, 2016)

Abstract Meaning Representations as Linked Data. - Gully A. P. C. Burns; Ulf Hermjakob; José Luis Ambite (ISWC (2), 2016)

Leveraging Linked Data to Discover Semantic Relations Within Data Sources. - Mohsen Taheriyan; Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite (ISWC (1), 2016)

SchizConnect: Mediating neuroimaging databases on schizophrenia and related disorders for large-scale integration. - Lei Wang 032; Kathryn I. Alpert; Vince D. Calhoun; Derin J. Cobia; David B. Keator; Margaret D. King; Alexander Kogan; Drew Landis; Marcelo Tallis; Matthew D. Turner; Steven G. Potkin; Jessica A. Turner; et al. (NeuroImage, 2016)

Northwestern University schizophrenia data sharing for SchizConnect: A longitudinal dataset for large-scale integration. - Alexander Kogan; Kathryn I. Alpert; José Luis Ambite; Daniel S. Marcus; Lei Wang 032 (NeuroImage, 2016)

Learning the semantics of structured data sources. - Mohsen Taheriyan; Craig A. Knoblock; Pedro A. Szekely; José Luis Ambite (J. Web Semant., 2016)

The BD2K Training Coordinating Center's Data Science Education Platform. - José Luis Ambite; Lily T. Fierro; Florian Geigl; Jonathan Gordon 001; Gully A. P. C. Burns; Kristina Lerman; Jeana Kamdar; Crystal Stewart; Avnish Bhattrai; Xiaoyu Lei; Sumiko Abe; John D. Van Horn (AMIA, 2017)

Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution. - Yijun Lin 001; Yao-Yi Chiang; Fan Pan; Dimitrios Stripelis; José Luis Ambite; Sandrah P. Eckel; Rima Habre (SIGSPATIAL/GIS, 2017)

A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric Asthma. - Dimitris Stripelis; José Luis Ambite; Yao-Yi Chiang; Sandrah P. Eckel; Rima Habre (ICDE, 2017)

BD2K ERuDIte: the Educational Resource Discovery Index for Data Science. - José Luis Ambite; Lily Fierro; Florian Geigl; Jonathan Gordon 001; Gully A. P. C. Burns; Kristina Lerman; John D. Van Horn (WWW (Companion Volume), 2017)

Exploiting spatiotemporal patterns for accurate air quality forecasting using deep learning. - Yijun Lin 001; Nikhit Mago; Yu Gao; Yaguang Li; Yao-Yi Chiang; Cyrus Shahabi; José Luis Ambite (SIGSPATIAL/GIS, 2018)

Democratizing data science through data science training. - John Darrell Van Horn; Lily Fierro; Jeana Kamdar; Jonathan Gordon 001; Crystal Stewart; Avnish Bhattrai; Sumiko Abe; Xiaoxiao Lei; Caroline O'Driscoll; Aakanchha Sinha; Priyambada Jain; Gully Burns; et al. (PSB, 2018)

Extending Apache Spark with a Mediation Layer. - Dimitris Stripelis; Chrysovalantis Anastasiou; José Luis Ambite (SBD@SIGMOD, 2018)

NSEEN: Neural Semantic Embedding for Entity Normalization. - Shobeir Fakhraei; José Luis Ambite (CoRR, 2018)

Linking Educational Resources on Data Science. - José Luis Ambite; Jonathan Gordon 001; Lily Fierro; Gully Burns; Joel Mathew (AAAI, 2019)

Building Explainable Predictive Analytics for Location-Dependent Time-Series Data. - Yao-Yi Chiang; Yijun Lin 001; Meredith Franklin; Sandrah P. Eckel; José Luis Ambite; Wei-Shinn Ku (CogMI, 2019)

NSEEN: Neural Semantic Embedding for Entity Normalization. - Shobeir Fakhraei; Joel Mathew; José Luis Ambite (ECML/PKDD (2), 2019)

Finding Prerequisite Relations using the Wikipedia Clickstream. - Mohsen Sayyadiharikandeh; Jonathan Gordon 001; José Luis Ambite; Kristina Lerman (WWW (Companion Volume), 2019)

Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping. - Joel Mathew; Shobeir Fakhraei; José Luis Ambite (CoRR, 2019)

Advancing the international data science workforce through shared training and education. - John D. Van Horn; Sumiko Abe; José Luis Ambite; Teresa K. Attwood; Niall Beard; Louisa Bellis; Avnish Bhattrai; Alex A. T. Bui; Gully Burns; Lily Fierro; Jonathan Gordon 001; Jeffrey S. Grethe; et al. (F1000Research, 2019)

Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction. - Yijun Lin 001; Yao-Yi Chiang; Meredith Franklin; Sandrah P. Eckel; José Luis Ambite (ICDM, 2020)

Accelerating Federated Learning in Heterogeneous Data and Computational Environments. - Dimitris Stripelis; José Luis Ambite (CoRR, 2020)

Scaling Neuroscience Research Using Federated Learning. - Dimitris Stripelis; José Luis Ambite; Pradeep Lam; Paul M. Thompson (ISBI, 2021)

Membership Inference Attacks on Deep Regression Models for Neuroimaging. - Umang Gupta; Dimitris Stripelis; Pradeep K. Lam; Paul M. Thompson; José Luis Ambite; Greg Ver Steeg (MIDL, 2021)

EPS: automated feature selection in case-control studies using extreme pseudo-sampling. - Ruhollah Shemirani; Stephane Wenric; Eimear Kenny; José Luis Ambite (Bioinform., 2021)

Semi-Synchronous Federated Learning. - Dimitris Stripelis; José Luis Ambite (CoRR, 2021)

Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption. - Dimitris Stripelis; Hamza Saleem; Tanmay Ghai; Nikhil J. Dhinagar; Umang Gupta; Chrysovalantis Anastasiou; Greg Ver Steeg; Srivatsan Ravi; Muhammad Naveed 001; Paul M. Thompson; José Luis Ambite (CoRR, 2021)

W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets. - Kenan Li; Huiyu Deng; John Morrison; Rima Habre; Meredith Franklin; Yao-Yi Chiang; Katherine Sward; Frank D. Gilliland; José Luis Ambite; Sandrah P. Eckel (Sensors, 2021)

BD2K Training Coordinating Center's ERuDIte: The Educational Resource Discovery Index for Data Science. - José Luis Ambite; Lily Fierro; Jonathan Gordon 001; Gully A. P. C. Burns; Florian Geigl; Kristina Lerman; John D. Van Horn (IEEE Trans. Emerg. Top. Comput., 2021)

Enabling Scientific Reproducibility through FAIR Data Management: An ontology-driven deep learning approach in the NeuroBridge Project. - Xiaochen Wang; Yue Wang 035; José Luis Ambite; Abhishek M. Appaji; Howard Lander; Stephen Moore; Arcot Rajasekar; Jessica A. Turner; Matthew D. Turner; Lei Wang 032; Satya S. Sahoo (AMIA, 2022)

Towards Sparsified Federated Neuroimaging Models via Weight Pruning. - Dimitris Stripelis; Umang Gupta; Nikhil J. Dhinagar; Greg Ver Steeg; Paul M. Thompson; José Luis Ambite (DeCaF/FAIR@MICCAI, 2022)

Federated Named Entity Recognition. - Joel Mathew; Dimitris Stripelis; José Luis Ambite (CoRR, 2022)

Federated Progressive Sparsification (Purge, Merge, Tune)+. - Dimitris Stripelis; Umang Gupta; Greg Ver Steeg; José Luis Ambite (CoRR, 2022)

Performance Weighting for Robust Federated Learning Against Corrupted Sources. - Dimitris Stripelis; Marcin Abram; José Luis Ambite (CoRR, 2022)

Secure Federated Learning for Neuroimaging. - Dimitris Stripelis; Umang Gupta; Hamza Saleem; Nikhil J. Dhinagar; Tanmay Ghai; Rafael Sanchez; Chrysovalantis Anastasiou; Armaghan Asghar; Greg Ver Steeg; Srivatsan Ravi; Muhammad Naveed 001; Paul M. Thompson; et al. (CoRR, 2022)

Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings. - Dimitris Stripelis; Paul M. Thompson; José Luis Ambite (ACM Trans. Intell. Syst. Technol., 2022)

MetisFL: An Embarrassingly Parallelized Controller for Scalable & Efficient Federated Learning Workflows. - Dimitris Stripelis; Chrysovalantis Anastasiou; Patrick Toral; Armaghan Asghar; José Luis Ambite (DistributedML@CoNEXT, 2023)

Federated Learning over Harmonized Data Silos. - Dimitris Stripelis; José Luis Ambite (CoRR, 2023)

NeuroBridge ontology: computable provenance metadata to give the long tail of neuroimaging data a FAIR chance for secondary use. - Satya S. Sahoo; Matthew D. Turner; Lei Wang 032; José Luis Ambite; Abhishek M. Appaji; Arcot Rajasekar; Howard Lander; Yue Wang 035; Jessica A. Turner (Frontiers Neuroinformatics, 2023)

NeuroBridge: a prototype platform for discovery of the long-tail neuroimaging data. - Lei Wang 032; José Luis Ambite; Abhishek M. Appaji; Janine Bijsterbosch; Jérôme Dockès; Rick Herrick; Alexander Kogan; Howard Lander; Daniel S. Marcus; Stephen Moore; Jean-Baptiste Poline; Arcot Rajasekar; et al. (Frontiers Neuroinformatics, 2023)

Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification. - Tamoghna Chattopadhyay; Neha Ann Joshy; Chirag Jagad; Emma J. Gleave; Sophia I. Thomopoulos; Yixue Feng 001; Julio E. Villalon-Reina; Emily Laltoo; Himanshu Joshi; Ganesan Venkatasubramanian; John P. John; Greg Ver Steeg; et al. (SIPAIM, 2024)

Task-Agnostic Federated Learning. - Zhengtao Yao; Hong Nguyen; Ajitesh Srivastava; José Luis Ambite (CoRR, 2024)

A federated learning architecture for secure and private neuroimaging analysis. - Dimitris Stripelis; Umang Gupta; Hamza Saleem; Nikhil J. Dhinagar; Tanmay Ghai; Chrysovalantis Anastasiou; Rafael Sanchez; Greg Ver Steeg; Srivatsan Ravi; Muhammad Naveed 001; Paul M. Thompson; José Luis Ambite (Patterns, 2024)

Diffusion Bridge Models for 3D Medical Image Translation. - Shaorong Zhang; Tamoghna Chattopadhyay; Sophia I. Thomopoulos; José Luis Ambite; Paul M. Thompson; Greg Ver Steeg (CoRR, 2025)