Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network. - Ruijun Chen; Patrick B. Ryan; Karthik Natarajan; Thomas Falconer; Christian G. Reich; Rohit Vashisht; Nigam Shah; George Hripcsak (AMIA, 2018)

Deep learning architectures for inference of AC-OPF solutions. - Thomas Falconer; Letif Mones (CoRR, 2020)

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network. - Mehr Kashyap; Martin G. Seneviratne; Juan M. Banda; Thomas Falconer; Borim Ryu; Sooyoung Yoo; George Hripcsak; Nigam H. Shah (J. Am. Medical Informatics Assoc., 2020)

Leveraging power grid topology in machine learning assisted optimal power flow. - Thomas Falconer; Letif Mones (CoRR, 2021)

Incentivizing Data Sharing for Energy Forecasting: Analytics Markets with Correlated Data. - Thomas Falconer; Jalal Kazempour; Pierre Pinson (CoRR, 2023)

Markov modeling for cost-effectiveness using federated health data network. - Markus Haug; Marek Oja; Maarja Pajusalu; Kerli Mooses; Sulev Reisberg; Jaak Vilo; Antonio Fernández Giménez; Thomas Falconer; Ana Danilovic; Filip Maljkovic; Dalia Dawoud; Raivo Kolde (J. Am. Medical Informatics Assoc., 2024)

Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. - Behzad Naderalvojoud; Catherine M. Curtin; Chen Yanover; Tal El-Hay; Byungjin Choi; Rae Woong Park; Javier Gracia-Tabuenca; Mary Pat Reeve; Thomas Falconer; Keith Humphreys; Steven M. Asch; Tina Hernandez-Boussard (J. Am. Medical Informatics Assoc., 2024)

Bayesian Regression Markets. - Thomas Falconer; Jalal Kazempour; Pierre Pinson (J. Mach. Learn. Res., 2024)

Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm. - Jiayi Tong; Jenna Marie Reps; Chongliang Luo; Yiwen Lu; Lu Li; Juan Manuel Ramirez-Anguita; Milou T. Brand; Scott L. DuVall; Thomas Falconer; Alex Mayer Fuentes; Xing He 003; Michael E. Matheny; et al. (npj Digit. Medicine, 2025)

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data. - Qiong Wu; Jenna Marie Reps; Lu Li; Bingyu Zhang; Yiwen Lu; Jiayi Tong; Dazheng Zhang; Thomas Lumley; Milou T. Brand; Mui Van Zandt; Thomas Falconer; Xing He 003; et al. (npj Digit. Medicine, 2025)

Selling Information in Games with Externalities. - Thomas Falconer; Anubhav Ratha; Jalal Kazempour; Pierre Pinson; Maryam Kamgarpour (CoRR, 2025)