Thomas Falconer

13 papers Misc 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A lossless one-shot distributed algorithm for addressing heterogeneity in multi-site generalized linear models.
J. Am. Medical Informatics Assoc.
Bingyu Zhang, Qiong Wu, Jenna Marie Reps, Lu Li, Jiayi Tong, Yiwen Lu, Dazheng Zhang, Juan Manuel Ramírez-Anguita, Jiang Bian, Milou T. Brand, Thomas Falconer, Miguel A. Mayer, Ross D. Williams, Yong Chen
2025 J jnl
COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data.
npj Digit. Medicine
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, Yu Huang, Haoyang Li, Chao Yan, Guojun Tang, Andrew E. Williams, Fei Wang, Jiang Bian, Bradley A. Malin, George Hripcsak, Martijn J. Schuemie, Yun Lu, Steve Drew, Jiayu Zhou, David A. Asch, Yong Chen
2025 J jnl
Selling Information in Games with Externalities.
CoRR
Thomas Falconer, Anubhav Ratha, Jalal Kazempour, Pierre Pinson, Maryam Kamgarpour
2025 J jnl
Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm.
npj Digit. Medicine
Jiayi Tong, Jenna Marie Reps, Chongliang Luo, Yiwen Lu, Lu Li, Juan Manuel Ramírez-Anguita, Milou T. Brand, Scott L. DuVall, Thomas Falconer, Alex Mayer Fuentes, Xing He, Michael E. Matheny, Miguel A. Mayer, Bhavnisha K. Patel, Katherine Simon, Marc A. Suchard, Guojun Tang, Benjamin Viernes, Ross D. Williams, Mui Van Zandt, Fei Wang, Jiang Bian, Jiayu Zhou, David A. Asch, Yong Chen
2024 J jnl
Bayesian Regression Markets.
J. Mach. Learn. Res.
Thomas Falconer, Jalal Kazempour, Pierre Pinson
2024 J jnl
Markov modeling for cost-effectiveness using federated health data network.
J. Am. Medical Informatics Assoc.
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
2024 J jnl
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network.
J. Am. Medical Informatics Assoc.
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
2023 J jnl
Bayesian Regression Markets.
CoRR
Thomas Falconer, Jalal Kazempour, Pierre Pinson
2023 J jnl
Incentivizing Data Sharing for Energy Forecasting: Analytics Markets with Correlated Data.
CoRR
Thomas Falconer, Jalal Kazempour, Pierre Pinson
2021 J jnl
Leveraging power grid topology in machine learning assisted optimal power flow.
CoRR
Thomas Falconer, Letif Mones
2020 J jnl
Deep learning architectures for inference of AC-OPF solutions.
CoRR
Thomas Falconer, Letif Mones
2020 J jnl
Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network.
J. Am. Medical Informatics Assoc.
Mehr Kashyap, Martin G. Seneviratne, Juan M. Banda, Thomas Falconer, Borim Ryu, Sooyoung Yoo, George Hripcsak, Nigam H. Shah
2018 Misc conf
Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network.
AMIA
Ruijun Chen, Patrick B. Ryan, Karthik Natarajan, Thomas Falconer, Christian G. Reich, Rohit Vashisht, Nigam Shah, George Hripcsak