TY - RPRT TI - Enabling end-to-end secure federated learning in biomedical research on heterogeneous computing environments with APPFLx AU - Hoang, Trung-Hieu [Univ. of Illinois at Urbana-Champaign, IL (United States)] (ORCID:0000000241435401) AU - Fuhrman, Jordan [Univ. of Chicago, IL (United States)] AU - Klarqvist, Marcus [Broad Institute, Cambridge, MA (United States)] AU - Li, Miao [Argonne National Laboratory (ANL), Argonne, IL (United States); Georgia Institute of Technology, Atlanta, GA (United States)] (ORCID:000900058901463X) AU - Chaturvedi, Pranshu [Argonne National Laboratory (ANL), Argonne, IL (United States); Univ. of Illinois at Urbana-Champaign, IL (United States)] (ORCID:0009000386977321) AU - Li, Zilinghan [Argonne National Laboratory (ANL), Argonne, IL (United States); Univ. of Illinois at Urbana-Champaign, IL (United States)] (ORCID:0000000201602519) AU - Kim, Kibaek [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000258206533) AU - Ryu, Minseok [Arizona State Univ., Tempe, AZ (United States)] AU - Chard, Ryan [Argonne National Laboratory (ANL), Argonne, IL (United States)] AU - Huerta, E. A. [Argonne National Laboratory (ANL), Argonne, IL (United States)] AU - Giger, Maryellen [Univ. of Chicago, IL (United States)] AU - Madduri, Ravi [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000321302887) PY - 2025 DO - 10.1016/j.csbj.2024.12.001 UR - https://www.osti.gov/biblio/2586549 ID - 2586549 ER -