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Chuan Hong
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2020 – today
- 2024
- [j28]Jianhui Gao, Clara-Lea Bonzel, Chuan Hong, Paul Varghese, Karim Zakir, Jessica L. Gronsbell:
Semi-supervised ROC analysis for reliable and streamlined evaluation of phenotyping algorithms. J. Am. Medical Informatics Assoc. 31(3): 640-650 (2024) - [j27]Chuan Hong
, Molei Liu
Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance. J. Biomed. Informatics 149: 104532 (2024) - [j26]Han Yuan
Clinical domain knowledge-derived template improves post hoc AI explanations in pneumothorax classification. J. Biomed. Informatics 156: 104673 (2024) - [j25]Jun Wen
LATTE: Label-efficient incident phenotyping from longitudinal electronic health records. Patterns 5(1): 100906 (2024) - [i12]Han Yuan, Chuan Hong:
Foundation Model Makes Clustering a Better Initialization for Active Learning. CoRR abs/2402.02561 (2024) - [i11]Siqi Li, Yuqing Shang, Ziwen Wang, Qiming Wu, Chuan Hong, Yilin Ning
Developing Federated Time-to-Event Scores Using Heterogeneous Real-World Survival Data. CoRR abs/2403.05229 (2024) - [i10]Han Yuan, Chuan Hong, Pengtao Jiang, Gangming Zhao, Nguyen Tuan Anh Tran, Xinxing Xu, Yet Yen Yan, Nan Liu:
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification. CoRR abs/2403.18871 (2024) - [i9]Jianhui Gao, Benson Chou, Zachary R. McCaw, Hilary Thurston, Paul Varghese, Chuan Hong, Jessica L. Gronsbell:
A tutorial on fairness in machine learning in healthcare. CoRR abs/2406.09307 (2024) - [i8]Rui Yang, Yilin Ning, Emilia Keppo, Mingxuan Liu, Chuan Hong, Danielle S. Bitterman, Jasmine Chiat Ling Ong, Daniel Shu Wei Ting, Nan Liu:
Retrieval-Augmented Generation for Generative Artificial Intelligence in Medicine. CoRR abs/2406.12449 (2024) - [i7]Siqi Li, Xin Li, Kunyu Yu, Di Miao, Mingcheng Zhu, Mengying Yan, Yuhe Ke, Danny D'Agostino, Yilin Ning, Qiming Wu, Ziwen Wang, Yuqing Shang, Molei Liu, Chuan Hong, Nan Liu:
Bridging Data Gaps in Healthcare: A Scoping Review of Transfer Learning in Biomedical Data Analysis. CoRR abs/2407.11034 (2024) - 2023
- [j24]Jun Wen
Multimodal representation learning for predicting molecule-disease relations. Bioinform. 39(2) (2023) - [j23]Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning, Feng Xie, Zhen Ling Teo, Daniel Shu Wei Ting, Hamed Haddadi, Marcus Eng Hock Ong, Marco Aurélio Peres, Nan Liu:
Federated and distributed learning applications for electronic health records and structured medical data: a scoping review. J. Am. Medical Informatics Assoc. 30(12): 2041-2049 (2023) - [j22]Amelia L. M. Tan, Emily J. Getzen, Meghan R. Hutch, Zachary H. Strasser
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? J. Biomed. Informatics 139: 104306 (2023) - [j21]Chuan Hong
Semi-supervised calibration of noisy event risk (SCANER) with electronic health records. J. Biomed. Informatics 144: 104425 (2023) - [j20]Siqi Li
FedScore: A privacy-preserving framework for federated scoring system development. J. Biomed. Informatics 146: 104485 (2023) - [i6]Siqi Li, Yilin Ning
FedScore: A privacy-preserving framework for federated scoring system development. CoRR abs/2303.00282 (2023) - [i5]Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning
Federated and distributed learning applications for electronic health records and structured medical data: A scoping review. CoRR abs/2304.07310 (2023) - [i4]Jun Wen, Jue Hou, Clara-Lea Bonzel, Yihan Zhao, Victor M. Castro, Vivian S. Gainer, Dana Weisenfeld, Tianrun Cai, Yuk-Lam Ho, Vidul Ayakulangara Panickan, Lauren Costa, Chuan Hong, J. Michael Gaziano, Katherine P. Liao, Junwei Lu, Kelly Cho, Tianxi Cai:
LATTE: Label-efficient Incident Phenotyping from Longitudinal Electronic Health Records. CoRR abs/2305.11407 (2023) - [i3]Siqi Li, Di Miao, Qiming Wu, Chuan Hong, Danny D'Agostino, Xin Li, Yilin Ning
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches. CoRR abs/2311.03417 (2023) - [i2]Han Yuan, Chuan Hong, Nguyen Tuan Anh Tran, Xinxing Xu, Nan Liu:
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation. CoRR abs/2311.15213 (2023) - 2022
- [j19]Nicholas B. Link, Sicong Huang, Tianrun Cai, Jiehuan Sun, Kumar Dahal, Lauren Costa, Kelly Cho, Katherine P. Liao, Tianxi Cai, Chuan Hong:
Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping. Int. J. Medical Informatics 162: 104753 (2022) - [j18]Tianrun Cai, Zeling He, Chuan Hong, Yichi Zhang, Yuk-Lam Ho, Jacqueline Honerlaw, Alon Geva, Vidul Ayakulangara Panickan
Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review. J. Biomed. Informatics 132: 104109 (2022) - [j17]Doudou Zhou, Ziming Gan, Xu Shi
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization. J. Biomed. Informatics 133: 104147 (2022) - [j16]Isabelle-Emmanuella Nogues, Jun Wen
Weakly Semi-supervised phenotyping using Electronic Health records. J. Biomed. Informatics 134: 104175 (2022) - [j15]Xuan Wang
SurvMaximin: Robust federated approach to transporting survival risk prediction models. J. Biomed. Informatics 134: 104176 (2022) - [j14]Griffin M. Weber, Chuan Hong
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. npj Digit. Medicine 5 (2022) - [j13]Harrison G. Zhang
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. npj Digit. Medicine 5 (2022) - [c13]Molei Liu, Sara Morini, Xin Xiong, Chuan Hong, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Everett Neil Rush, Yuk-Lam Ho, Kelly Cho, J. Michael Gaziano, Katherine P. Liao, Tianxi Cai, Tianrun Cai:
Knowledge-Driven Online Multimodal Automated Phenotyping System. AMIA 2022 - 2021
- [j12]Jeffrey G. Klann
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J. Am. Medical Informatics Assoc. 28(7): 1411-1420 (2021) - [j11]Chuan Hong
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data. npj Digit. Medicine 4 (2021) - 2020
- [j10]Aaron Sonabend W., Winston Cai, Yuri Ahuja, Ashwin N. Ananthakrishnan, Zongqi Xia, Sheng Yu, Chuan Hong:
Automated ICD coding via unsupervised knowledge integration (UNITE). Int. J. Medical Informatics 139: 104135 (2020) - [j9]Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai:
sureLDA: A multidisease automated phenotyping method for the electronic health record. J. Am. Medical Informatics Assoc. 27(8): 1235-1243 (2020) - [c12]Yuri Ahuja, Chuan Hong, Zongqi Xia, Tianxi Cai:
SAMGEP: A Novel Method for Prediction of Phenotype Event Times Using the Electronic Health Record. AMIA 2020 - [i1]Yucong Lin, Keming Lu, Yulin Chen, Chuan Hong, Sheng Yu:
High-throughput relation extraction algorithm development associating knowledge articles and electronic health records. CoRR abs/2009.03506 (2020)
2010 – 2019
- 2019
- [j8]Katherine P. Liao, Jiehuan Sun, Tianrun A. Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer E. Huffman, Jessica L. Gronsbell
High-throughput multimodal automated phenotyping (MAP) with application to PheWAS. J. Am. Medical Informatics Assoc. 26(11): 1255-1262 (2019) - [c11]Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai:
sureLDA: A Novel Multi-Disease Automated Phenotyping Method for the Electronic Health Record. AMIA 2019 - 2018
- [j7]Jennifer A. Sinnott, Fiona Cai, Sheng Yu, Boris P. Hejblum
PheProb: probabilistic phenotyping using diagnosis codes to improve power for genetic association studies. J. Am. Medical Informatics Assoc. 25(10): 1359-1365 (2018) - [c10]Katherine P. Liao, Jiehuan Sun, Tianrun A. Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer E. Huffman, Jessica L. Gronsbell, Lauren Costa, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, J. Michael Gaziano, Kelly Cho, Peter Szolovits, Isaac S. Kohane, Sheng Yu, Tianxi Cai:
High-Throughput Multimodal Automated Phenotyping (MAP) Incorporating Natural Language Processing with Application to PheWAS. AMIA 2018 - 2015
- [j6]Xabier Iturbe
Microkernel Architecture and Hardware Abstraction Layer of a Reliable Reconfigurable Real-Time Operating System (R3TOS). ACM Trans. Reconfigurable Technol. Syst. 8(1): 5:1-5:35 (2015) - 2014
- [j5]Xabier Iturbe
R3TOS-Based Autonomous Fault-Tolerant Systems. IEEE Micro 34(6): 20-30 (2014) - 2013
- [j4]Xabier Iturbe
Runtime Scheduling, Allocation, and Execution of Real-Time Hardware Tasks onto Xilinx FPGAs Subject to Fault Occurrence. Int. J. Reconfigurable Comput. 2013: 905057:1-905057:32 (2013) - [j3]Chuan Hong, Khaled Benkrid, Mohd Nazrin Md. Isa, Xabier Iturbe
A run-time reconfigurable system for adaptive high performance efficient computing. SIGARCH Comput. Archit. News 41(5): 113-118 (2013) - [j2]Xabier Iturbe
R3TOS: A Novel Reliable Reconfigurable Real-Time Operating System for Highly Adaptive, Efficient, and Dependable Computing on FPGAs. IEEE Trans. Computers 62(8): 1542-1556 (2013) - [c9]Ali Ebrahim, Khaled Benkrid, Xabier Iturbe
Multiple-clone configuration of relocatable partial bitstreams in Xilinx Virtex FPGAs. AHS 2013: 178-183 - [c8]Ali Ebrahim, Khaled Benkrid, Jalal Khalifat, Chuan Hong:
A platform for secure IP integration in Xilinx Virtex FPGAs. ReConFig 2013: 1-6 - 2012
- [c7]Ali Ebrahim, Khaled Benkrid, Xabier Iturbe
A novel high-performance fault-tolerant ICAP controller. AHS 2012: 259-263 - [c6]Hanaa M. Hussain, Khaled Benkrid, Chuan Hong, Huseyin Seker:
An adaptive FPGA implementation of multi-core K-nearest neighbour ensemble classifier using dynamic partial reconfiguration. FPL 2012: 627-630 - [c5]Chuan Hong, Khaled Benkrid, Xabier Iturbe
Design and implementation of fault-tolerant soft processors on FPGAs. FPL 2012: 683-686 - 2011
- [j1]Chuan Hong, Khaled Benkrid, Xabier Iturbe
Efficient On-Chip Task Scheduler and Allocator for Reconfigurable Operating Systems. IEEE Embed. Syst. Lett. 3(3): 85-88 (2011) - [c4]Xabier Iturbe
Enabling FPGAs for future deep space exploration missions: Improving fault-tolerance and computation density with R3TOS. AHS 2011: 104-112 - [c3]Chuan Hong, Khaled Benkrid, Xabier Iturbe
An FPGA task allocator with preliminary First-Fit 2D packing algorithms. AHS 2011: 264-270 - [c2]Xabier Iturbe
Empty Resource Compaction Algorithms for Real-Time Hardware Tasks Placement on Partially Reconfigurable FPGAs Subject to Fault Ocurrence. ReConFig 2011: 27-34 - [c1]Xabier Iturbe
Snake: An Efficient Strategy for the Reuse of Circuitry and Partial Computation Results in High-Performance Reconfigurable Computing. ReConFig 2011: 182-189
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last updated on 2024-11-15 19:33 CET by the dblp team
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