Jiahui Guan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Inverse Problems

Image Reconstruction

Top Venues

J. Chem. Inf. Model.

IEEE Trans. Medical Imaging

LABELS/HAL-MICCAI/CuRIOUS@MICCAI

Publications

Lantian Yao, Peilin Xie, Jiahui Guan, Chia-Ru Chung, Yixian Huang, Yuxuan Pang, Huacong Wu, Ying-Chih Chiang, Tzong-Yi Lee
CapsEnhancer: An Effective Computational Framework for Identifying Enhancers Based on Chaos Game Representation and Capsule Network. J. Chem. Inf. Model. 64 (14) (2024)
Jiahui Guan, Lantian Yao, Chia-Ru Chung, Peilin Xie, Yilun Zhang, Junyang Deng, Ying-Chih Chiang, Tzong-Yi Lee
Predicting Anti-inflammatory Peptides by Ensemble Machine Learning and Deep Learning. J. Chem. Inf. Model. 63 (24) (2023)
Varun Buch, Aoxiao Zhong, Xiang Li, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Dufan Wu, Hui Ren, Jiahui Guan, Andrew Liteplo, Sayon Dutta, Ittai Dayan, Quanzheng Li
Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection. CoRR (2021)
Jiahui Guan, Ravi Soni, Dibyajyoti Pati, Gopal Avinash, V. Ratna Saripalli
D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Ravi Soni, Jiahui Guan, Gopal Avinash, V. Ratna Saripalli
HMC: A Hybrid Reinforcement Learning Based Model Compression for Healthcare Applications. CASE (2019)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. IEEE Trans. Medical Imaging 38 (3) (2019)
Dibyajyoti Pati, Caroline Favart, Purujit Bahl, Vivek Soni, Yun-Chan Tsai, Michael Potter, Jiahui Guan, Xiaomeng Dong, V. Ratna Saripalli
Impact of Inference Accelerators on hardware selection. CoRR (2019)
Jiahui Guan, Fushing Hsieh
Coupling Geometry on Binary Bipartite Networks: Hypotheses Testing on Pattern Geometry and Nestedness. Frontiers Appl. Math. Stat. 4 (2018)
Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. CoRR (2017)