Xiaoqian Jiang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 192

Top Venues

CoRR

AMIA

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Publications

Tianhao Li, Sandesh Shetty, Advaith Kamath, Ajay Jaiswal, Xiaoqian Jiang, Ying Ding, Yejin Kim
CancerGPT for few shot drug pair synergy prediction using large pretrained language models. npj Digit. Medicine 7 (1) (2024)
Jing Zhang, Xiaoqian Jiang, Yingjie Xie, Cangqi Zhou
Heterogeneous Graph Contrastive Learning with Spectral Augmentation. CoRR (2024)
Anindita Nath, Savannah Mwesigwa, Yulin Dai, Xiaoqian Jiang, Zhongming Zhao
GENEVIC: GENetic data Exploration and Visualization via Intelligent interactive Console. CoRR (2024)
Yao-Shun Chuang, Atiquer Rahman Sarkar, Noman Mohammed, Xiaoqian Jiang
Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks. CoRR (2024)
Shaika Chowdhury, Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma, Qiying Dai, Yue Yu, Sunyang Fu, Xiaoqian Jiang, Zhe He, Sunghwan Sohn, Xiaoke Liu, Suzette J. Bielinski, Alanna M. Chamberlain, James R. Cerhan, Nansu Zong
Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction. J. Am. Medical Informatics Assoc. 31 (8) (2024)
Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu
SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization. J. Biomed. Informatics 151 (2024)
Yaobin Ling, Xiaoqian Jiang, Yejin Kim
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data. CoRR (2024)
Yao-Shun Chuang, Chun-Teh Lee, Oluwabunmi Tokede, Guo-Hao Lin, Ryan Brandon, Trung Duong Tran, Xiaoqian Jiang, Muhammad F. Walji
Artificial Intelligence in Extracting Diagnostic Data from Dental Records. CoRR (2024)
Jing Zhang, Xiaoqian Jiang, Nianshang Tian, Ming Wu
Label noise correction for crowdsourcing using dynamic resampling. Eng. Appl. Artif. Intell. 133 (2024)
Eunyoung Im, Hyeoneui Kim, Hyungbok Lee, Xiaoqian Jiang, Ju Han Kim
Exploring the tradeoff between data privacy and utility with a clinical data analysis use case. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang
De-identification is not always enough. CoRR (2024)
Can Li, Xiaoqian Jiang, Kai Zhang
A transformer-based deep learning approach for fairly predicting post-liver transplant risk factors. J. Biomed. Informatics 149 (2024)
Yi-Ching Tang, Rongbin Li, Jing Tang, W. Jim Zheng, Xiaoqian Jiang
SAFER: sub-hypergraph attention-based neural network for predicting effective responses to dose combinations. BMC Bioinform. 25 (1) (2024)
Yan Chu, Kaichen Tang, Yu-Chun Hsu, Tongtong Huang, Dulin Wang, Wentao Li, Sean I. Savitz, Xiaoqian Jiang, Shayan Shams
estimation using PPG signal: a deep learning framework. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim
Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark. J. Biomed. Informatics 137 (2023)
Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong
Using artificial intelligence to learn optimal regimen plan for Alzheimer's disease. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Muhammad F. Amith, J. Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO). J. Am. Medical Informatics Assoc. 30 (9) (2023)
Pulakesh Upadhyaya, Yaobin Ling, Luyao Chen, Yejin Kim, Xiaoqian Jiang
Inferring Personalized Treatment Effect of Antihypertensives on Alzheimer's Disease Using Deep Learning. ICHI (2023)
Nicholas Glaze, Artun Bayer, Xiaoqian Jiang, Sean I. Savitz, Santiago Segarra
Graph Representation Learning For Stroke Recurrence Prediction. ICASSP (2023)
Omer Anjum, Luyao Chen, Ryan Denlinger, Ejaz Anam, Dongsheng Yuan, Connie Wooldridge, Martin J. Citardi, Jiajie Zhang, Hua Xu, Xiaoqian Jiang
FinFax: Fast Interpretation of Fax with NLP. BCB (2023)
Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. CoRR (2023)
Can Li, Sirui Ding, Na Zou, Xia Hu, Xiaoqian Jiang, Kai Zhang
Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling. J. Biomed. Informatics 143 (2023)
Sirui Ding, Qiaoyu Tan, Chia-Yuan Chang, Na Zou, Kai Zhang, Nathan R. Hoot, Xiaoqian Jiang, Xia Hu
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant. CoRR (2023)
Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression. CoRR (2023)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Ben Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CoRR (2023)
Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
Privacy preserving identification of population stratification for collaborative genomic research. Bioinform. 39 (Supplement-1) (2023)
Yao-Shun Chuang, Xiaoqian Jiang, Chun-Teh Lee, Ryan Brandon, Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji
Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records. CoRR (2023)
Tsung-Ting Kuo, Anh Pham, Maxim E. Edelson, Jihoon Kim, Jason Chan, Yash Gupta, Lucila Ohno-Machado, David M. Anderson, Chandrasekar Balacha, Tyler Bath, Sally L. Baxter, Andrea Becker-Pennrich, Douglas S. Bell, Elmer V. Bernstam, Ngan Chau, Michele E. Day, Jason N. Doctor, Scott L. DuVall, Robert El-Kareh, Renato Florian, Robert W. Follett, Benjamin P. Geisler, Alessandro Ghigi, Assaf Gottlieb, Ludwig Christian G. Hinske, Zhaoxian Hu, Diana Ir, Xiaoqian Jiang, Katherine K. Kim, Tara K. Knight, Jejo D. Koola, Nelson Lee, Ulrich Mansmann, Michael E. Matheny, Daniella Meeker, Zongyang Mou, Larissa Neumann, Nghia H. Nguyen, Nick Anderson, Eunice Park, Paulina Paul, Mark J. Pletcher, Kai W. Post, Clemens Rieder, Clemens Scherer, Lisa M. Schilling, Andrey Soares, Spencer L. SooHoo, Ekin Soysal, Steven Covington, Brian Tep, Brian Toy, Baocheng Wang, Zhen R. Wu, Hua Xu, Yong K. Choi, Kai Zheng, Yujia Zhou, Rachel A Zucker
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions. J. Am. Medical Informatics Assoc. 30 (6) (2023)
Kai Zhang, John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams
Predicting multiple sclerosis disease severity with multimodal deep neural networks. CoRR (2023)
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Venkatraman Bhavani
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping. ML4H@NeurIPS (2023)
Ko-Hong Lin, Jay-Jiguang Zhu, Judith A. Smith, Yejin Kim, Xiaoqian Jiang
An End-to-end In-Silico and In-Vitro Drug Repurposing Pipeline for Glioblastoma. ICHI (2023)
Erman Ayday, Jaideep Vaidya, Xiaoqian Jiang, Amalio Telenti
Ensuring Trust in Genomics Research. TPS-ISA (2023)
Kai Zhang, Xiaoqian Jiang
Sensitive Data Detection with High-Throughput Machine Learning Models in Electrical Health Records. CoRR (2023)
Can Li, Dejian Lai, Xiaoqian Jiang, Kai Zhang
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation. CoRR (2023)
Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong
Learning Physician's Treatment for Alzheimer's Disease based on Electronic Health Records and Reinforcement Learning. ICHI (2023)
Zhuohang Li, Chao Yan, Xinmeng Zhang, Gharib Gharibi, Zhijun Yin, Xiaoqian Jiang, Bradley A. Malin
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. CoRR (2023)
Lucila Ohno-Machado, Xiaoqian Jiang, Tsung-Ting Kuo, Shiqiang Tao, Luyao Chen, Pritham Ram, Guo-Qiang Zhang, Hua Xu
A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia. J. Biomed. Informatics 139 (2023)
Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CIKM (2023)
Can Li, Xiaoqian Jiang, Kai Zhang
A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors. CoRR (2023)
Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR (2023)
Ruixiang Tang, Xiaotian Han, Xiaoqian Jiang, Xia Hu
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? CoRR (2023)
Jiayi Yuan, Ruixiang Tang, Xiaoqian Jiang, Xia Hu
LLM for Patient-Trial Matching: Privacy-Aware Data Augmentation Towards Better Performance and Generalizability. CoRR (2023)
Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
Extracting Periodontitis Diagnosis in Clinical Notes with RoBERTa and Regular Expression. ICHI (2023)
Chia-Yuan Chang, Jiayi Yuan, Sirui Ding, Qiaoyu Tan, Kai Zhang, Xiaoqian Jiang, Xia Hu, Na Zou
Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint. CoRR (2023)
Emily J. Getzen, Lyle Ungar, Danielle Mowery, Xiaoqian Jiang, Qi Long
Mining for equitable health: Assessing the impact of missing data in electronic health records. J. Biomed. Informatics 139 (2023)
Yan Hu, Iqra Ameer, Xu Zuo, Xueqing Peng, Yujia Zhou, Zehan Li, Yiming Li, Jianfu Li, Xiaoqian Jiang, Hua Xu
Zero-shot Clinical Entity Recognition using ChatGPT. CoRR (2023)
Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu
SPeC: A Soft Prompt-Based Calibration on Mitigating Performance Variability in Clinical Notes Summarization. CoRR (2023)
Xinyue Wang, Leonard Dervishi, Wen Tao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya
Privacy-preserving federated genome-wide association studies via dynamic sampling. Bioinform. 39 (10) (2023)
Tongtong Huang, Linda T. Li, Elmer V. Bernstam, Xiaoqian Jiang
Confidence-based laboratory test reduction recommendation algorithm. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Xingxin Pan, Zeynep H. Coban Akdemir, Ruixuan Gao, Xiaoqian Jiang, Gloria M. Sheynkman, Erxi Wu, Jason H. Huang, Nidhi Sahni, S. Stephen Yi
AD-Syn-Net: systematic identification of Alzheimer's disease-associated mutation and co-mutation vulnerabilities via deep learning. Briefings Bioinform. 24 (2) (2023)
Md. Monowar Anjum, Noman Mohammed, Wentao Li, Xiaoqian Jiang
Privacy preserving collaborative learning of generalized linear mixed model. J. Biomed. Informatics 127 (2022)
Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed
Differentially Private Medical Texts Generation Using Generative Neural Networks. ACM Trans. Comput. Heal. 3 (1) (2022)
Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. CoRR (2022)
Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
Model-Protected Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado
Existing and emerging privacy challenges and solutions for federated data coordination. AMIA (2022)
Su Wang, Miran Kim, Wentao Li, Xiaoqian Jiang, Han Chen, Arif Ozgun Harmanci
Privacy-aware estimation of relatedness in admixed populations. Briefings Bioinform. 23 (6) (2022)
Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. AMIA (2022)
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Miran Kim, Su Wang, Xiaoqian Jiang, Arif Ozgun Harmanci
SVAT: Secure outsourcing of variant annotation and genotype aggregation. BMC Bioinform. 23 (1) (2022)
Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Jingcheng Du, J. Wilfred Fan, Muhammad F. Amith, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO). CoRR (2022)
Lishan Yu, Hamisu M. Salihu, Deepa Dongarwar, Luyao Chen, Xiaoqian Jiang
Deep graph convolutional network for US birth data harmonization. J. Biomed. Informatics 125 (2022)
Yan Ding, Xiaoqian Jiang, Yejin Kim
Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules. Bioinform. 38 (10) (2022)
Su Wang, Miran Kim, Xiaoqian Jiang, Arif Ozgun Harmanci
Evaluation of vicinity-based hidden Markov models for genotype imputation. BMC Bioinform. 23 (1) (2022)
Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Bhavani
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning. CoRR (2022)
Ali Reza Ghavamipour, Fatih Turkmen, Xiaoqian Jiang
Privacy-preserving logistic regression with secret sharing. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Shiqiang Tao, Wei-Chun Chou, Jianfu Li, Jingcheng Du, Pritham Ram, Rashmie Abeysinghe, Hua Xu, Xiaoqian Jiang, Peter W. Rose, Lucila Ohno-Machado, Guo-Qiang Zhang
IMI-CDE: an interactive interface for collaborative mapping of study variables to common data elements. ICHI (2022)
Md Momin Al Aziz, Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
Generalized genomic data sharing for differentially private federated learning. J. Biomed. Informatics 132 (2022)
Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. Proc. Priv. Enhancing Technol. 2022 (3) (2022)
Muhammad Tuan Amith, Licong Cui, Degui Zhi, Kirk Roberts, Xiaoqian Jiang, Fang Li, Evan Yu, Cui Tao
Toward a standard formal semantic representation of the model card report. BMC Bioinform. 23 (1) (2022)
Tsung-Ting Kuo, Xiaoqian Jiang, Haixu Tang, XiaoFeng Wang, Arif Ozgun Harmanci, Miran Kim, Kai W. Post, Diyue Bu, Tyler Bath, Jihoon Kim, Weijie Liu, Hongbo Chen, Lucila Ohno-Machado
The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition. J. Am. Medical Informatics Assoc. 29 (12) (2022)
Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang
Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels. CoRR (2022)
Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang
A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients. J. Biomed. Informatics 130 (2022)
Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. AMIA (2022)
Xinyue Wang, Xiaoqian Jiang, Jaideep Vaidya
Efficient verification for outsourced genome-wide association studies. J. Biomed. Informatics 117 (2021)
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CoRR (2021)
Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams
Use of the Deep Learning Approach to Measure Alveolar Bone Level. CoRR (2021)
Yejin Kim, Shuyu Zheng, Jing Tang, W. Jim Zheng, Zhao Li, Xiaoqian Jiang
Anticancer drug synergy prediction in understudied tissues using transfer learning. J. Am. Medical Informatics Assoc. 28 (1) (2021)
Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado
Privacy-Preserving Federated Biomedical Data Analysis. AMIA (2021)
Jihoon Kim, Larissa Neumann, Paulina Paul, Michele E. Day, Michael Aratow, Douglas S. Bell, Jason N. Doctor, Ludwig Christian G. Hinske, Xiaoqian Jiang, Katherine K. Kim, Michael E. Matheny, Daniella Meeker, Mark J. Pletcher, Lisa M. Schilling, Spencer L. SooHoo, Hua Xu, Kai Zheng, Lucila Ohno-Machado
Privacy-protecting, reliable response data discovery using COVID-19 patient observations. J. Am. Medical Informatics Assoc. 28 (8) (2021)
Miran Kim, Xiaoqian Jiang, Kristin E. Lauter, Elkhan Ismayilzada, Shayan Shams
HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data. CoRR (2021)
Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources. CoRR (2021)
Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim
Scalable Causal Structure Learning: New Opportunities in Biomedicine. CoRR (2021)
Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CCS (2021)
Hannah Lei, Weiqi Lu, Alan Ji, Emmett Bertram, Paul Gao, Xiaoqian Jiang, Arko Barman
COVID-19 Smart Chatbot Prototype for Patient Monitoring. CoRR (2021)
Jianfu Li, Yujia Zhou, Xiaoqian Jiang, Karthik Natarajan, Serguei V. S. Pakhomov, Hongfang Liu, Hua Xu
Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition. J. Am. Medical Informatics Assoc. 28 (10) (2021)
Jingcheng Du, Qing Wang, Jingqi Wang, Prerana Ramesh, Yang Xiang, Xiaoqian Jiang, Cui Tao
COVID-19 trial graph: a linked graph for COVID-19 clinical trials. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. CoRR (2021)
Kai Zhang, Xiaoqian Jiang, Mahboubeh Madadi, Luyao Chen, Sean Savitz, Shayan Shams
DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records. BCB (2021)
Luca Bonomi, Liyue Fan, Xiaoqian Jiang
Noise-tolerant similarity search in temporal medical data. J. Biomed. Informatics 113 (2021)
Yan Ding, Xiaoqian Jiang, Yejin Kim
Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules. CoRR (2021)
Dongdong Zhang, Changchang Yin, Katherine M. Hunold, Xiaoqian Jiang, Jeffrey M. Caterino, Ping Zhang
An interpretable deep-learning model for early prediction of sepsis in the emergency department. Patterns 2 (2) (2021)
Kanglin Hsieh, Xiaoqian Jiang, Yejin Kim, Yu-Chun Hsu
The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction. AMIA (2021)
Tanbir Ahmed, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
Privacy preserving neural networks for electronic health records de-identification. BCB (2021)
Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates. J. Biomed. Informatics 119 (2021)
Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim
Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark. CoRR (2021)
Greg M. Silverman, Raymond L. Finzel, Michael V. Heinz, Jake Vasilakes, Jacob C. Solinsky, Reed McEwan, Benjamin C. Knoll, Christopher J. Tignanelli, Hongfang Liu, Hua Xu, Xiaoqian Jiang, Genevieve B. Melton, Serguei V. S. Pakhomov
An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. CoRR (2021)
Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, W. Jim Zheng, Kirk Roberts
Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review. J. Biomed. Informatics 115 (2021)
Kai Zhang, Chao Tian, Kun Zhang, Todd Johnson, Xiaoqian Jiang
A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy. CoRR (2021)
Md Momin Al Aziz, Shahin Kamali, Noman Mohammed, Xiaoqian Jiang
Online Algorithm for Differentially Private Genome-wide Association Studies. ACM Trans. Comput. Heal. 2 (2) (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoqian Jiang