Patent Applications

[11] Xia Ning and D. Scharre, “Integrating cognitive testing, EHRs, and machine learning for early detection of cognitive decline,” US provisional patent Application 63/355,218, 2022.

[10] Xia Ning, D. Scharre, and R. Kawakami, “System and method for early detection of cognitive impairment using cognitive test results with its behavioral metadata,” US Provisional Patent Application 63/342,936, 2022.

[9] Xia Ning and Ziqi Chen, “Generative AI methods and systems for small molecule structure generation,” US Provisional Patent Application 63/519,833, 2023.

[8] Xia Ning and Ziqi Chen, “Retrosynthesis prediction system and method using graph generative models,” US Provisional Patent Application 63/349,129, 2022.

[7] Xia Ning, Zhiyun Ren, Bo Peng, and Titus Schleyer, “Hybrid collaborative filtering methods for recommending search terms to clinicians,” USProvisional Patent Application 17/526,591, 2021.

[6] Jeffrey Skidmore, Shuman He, and Xia Ning, “System and method for estimating survival of auditory nerve fibers iii cochlear implant users,”US Provisional Patent Application 63/028,677, 2020.

[5] Titus Schleyer and Xia Ning, “Systems and methods for accessing, combining and collaborative filtering of information from multiple electronic health records,” Indiana University, US Provisional Patent Application 62/383,655, 2016.

[4] Renqiang Min, Paval Kuksa, and Xia Ning, “High-order semi-restricted Boltzmann machines and deep models for accurate peptide-MHC binding prediction,” NEC Labs America, US Patent Application 14/512,332, 2015.

[3] Jun Liu, Zhiyun Qian, Zhenyu Wu, Zhichun Li, Xia Ning, Junghwan Rhee, and Guofei Jiang, “Discover and tame idling processes in enterprise systems,” NEC Labs America, US Patent Application 61/993,762, 2014.

[2] Renqiang Min and Xia Ning, “Sparse high-order Boltzmann machine with mean and gated hidden units for collaborative filtering,” NEC LabsAmerica, US Patent Application 62/008,713, 2014.

[1] Jiaji Huang, Xia Ning, and Guofei Jiang, “Osariahs: online sparse regularized joint analysis for heterogeneous data,” NEC Labs America, USPatent Application 61/885,568,