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The advent of clinical language models integrated into electronic health records (EHR) for clinical decision support has marked a significant advancement, leveraging the depth of clinical notes for improved decision-making.
Real-time prediction of mortality, readmission, and length of stay using electronic health record data
Xiongcai Cai, Oscar Perez-Concha, Enrico Coiera, Fernando Martin-Sanchez, Richard Day, David Roffe, and Blanca Gallego · 2016
Earlier work this paper cites.
Adoption of electronic health record systems among us non-federal acute care hospitals: 2008–2015
J Henry, Yuriy Pylypchuk, Talisha Searcy, and Vaishali Patel · 2016
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Mimic-iii, a freely accessible critical care database
Alistair EW Johnson, Tom J Pollard, Lu Shen, Li-wei H Lehman, Mengling Feng, Mohammad Ghassemi, Benjamin Moody, Peter Szolovits, Leo Anthony Celi, and Roger G Mark · 2016
Earlier work this paper cites.
Badnets: Identifying vulnerabilities in the machine learning model supply chain
Tianyu Gu, Brendan Dolan-Gavitt, and Siddharth Garg · 2017
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Effective information extraction framework for heterogeneous clinical reports using online machine learning and controlled vocabularies
Shuai Zheng, James J Lu, Nima Ghasemzadeh, Salim S Hayek, Arshed A Quyyumi, Fusheng Wang, et al · 2017
Earlier work this paper cites.
Semi-supervised learning for pelvic mr image segmentation based on multi-task residual fully convolutional networks
Zishun Feng, Dong Nie, Li Wang, and Dinggang Shen · 2018
Earlier work this paper cites.
Publicly available clinical bert embeddings
Emily Alsentzer, John R Murphy, Willie Boag, Wei-Hung Weng, Di Jin, Tristan Naumann, and Matthew McDermott · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
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Multitask learning and benchmarking with clinical time series data
Hrayr Harutyunyan, Hrant Khachatrian, David C Kale, Greg Ver Steeg, and Aram Galstyan · 2019
Earlier work this paper cites.
Using clinical notes with time series data for icu management
Swaraj Khadanga, Karan Aggarwal, Shafiq Joty, and Jaideep Srivastava · 2019
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S2orc: The semantic scholar open research corpus
Kyle Lo, Lucy Lu Wang, Mark Neumann, Rodney Kinney, and Dan S Weld · 2019
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Cuny-pku parser at semeval-2019 task 1: Cross-lingual semantic parsing with ucca
Weimin Lyu, Sheng Huang, Abdul Rafae Khan, Shengqiang Zhang, Weiwei Sun, and Jia Xu · 2019
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Transfer learning for scientific data chain extraction in small chemical corpus with joint bert-crf model
Na Pang, Li Qian, Weimin Lyu, and Jin-Dong Yang · 2019
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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019
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Huggingface’s transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, et al · 2019
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Macer: Attack-free and scalable robust training via maximizing certified radius
Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, and Liwei Wang · 2019
Earlier work this paper cites.
Don’t stop pretraining: adapt language models to domains and tasks
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, and Noah A Smith · 2020
Earlier work this paper cites.
Biobert: a pre-trained biomedical language representation model for biomedical text mining
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, and Jaewoo Kang · 2020
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Prediction model of in-hospital mortality in intensive care unit patients with heart failure: machine learning-based, retrospective analysis of the mimic-iii database
Fuhai Li, Hui Xin, Jidong Zhang, Mingqiang Fu, Jingmin Zhou, and Zhexun Lian · 2021
Cited alongside, same era.
Current trends in readmission prediction: An overview of approaches
Kareen Teo, Ching Wai Yong, Joon Huang Chuah, Yan Chai Hum, Yee Kai Tee, Kaijian Xia, and Khin Wee Lai · 2021
Cited alongside, same era.
Topotxr: a topological biomarker for predicting treatment response in breast cancer
Fan Wang, Saarthak Kapse, Steven Liu, Prateek Prasanna, and Chao Chen · 2021
Cited alongside, same era.
How to leverage multimodal ehr data for better medical predictions?
Bo Yang and Lijun Wu · 2021
Cited alongside, same era.
A novel deep learning–based system for triage in the emergency department using electronic medical records: Retrospective cohort study
A mobility-resilient spectrum sharing framework for operating wireless uavs in the 6 ghz band
Jiangqi Hu, Sabarish Krishna Moorthy, Ankush Harindranath, Zhaoxi Zhang, Zhiyuan Zhao, Nicholas Mastronarde, Elizabeth Serena Bentley, Scott Pudlewski, and Zhangyu Guan · 2023
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Mental toll on working women during the covid-19 pandemic: An exploratory study using reddit data
Chengyue Huang, Anindita Bandyopadhyay, Weiguo Fan, Aaron Miller, and Stephanie Gilbertson-White · 2023
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Prometheus: Infrastructure security posture analysis with ai-generated attack graphs
Xin Jin, Charalampos Katsis, Fan Sang, Jiahao Sun, Elisa Bertino, Ramana Rao Kompella, and Ashish Kundu · 2023
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Knowledge graph question answering with ambiguous query
Lihui Liu, Yuzhong Chen, Mahashweta Das, Hao Yang, and Hanghang Tong · 2023
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Backdoor attacks against transformers with attention enhancement
Weimin Lyu, Songzhu Zheng, Haibin Ling, and Chao Chen · 2023
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Li-Hung Yao, Ka-Chun Leung, Chu-Lin Tsai, Chien-Hua Huang, and Li-Chen Fu · 2021
Cited alongside, same era.
Exploiting missing value patterns for a backdoor attack on machine learning models of electronic health records: Development and validation study
Byunggill Joe, Yonghyeon Park, Jihun Hamm, Insik Shin, Jiyeon Lee, et al · 2022
Cited alongside, same era.
A multimodal transformer: Fusing clinical notes with structured ehr data for interpretable in-hospital mortality prediction
Weimin Lyu, Xinyu Dong, Rachel Wong, Songzhu Zheng, Kayley Abell-Hart, Fusheng Wang, and Chao Chen · 2022
Cited alongside, same era.
A study of the attention abnormality in trojaned berts
Weimin Lyu, Songzhu Zheng, Tengfei Ma, and Chao Chen · 2022
Cited alongside, same era.
Elucidating multi-stage progression of neuro-degeneration process in alzheimer’s disease
Haixu Ma, Yufeng Liu, and Guorong Wu · 2022
Cited alongside, same era.
Quantifying uncertainty in traffic state estimation using generative adversarial networks
Zhaobin Mo, Yongjie Fu, and Xuan Di · 2022
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Causal imitation learning via inverse reinforcement learning
Kangrui Ruan, Junzhe Zhang, Xuan Di, and Elias Bareinboim · 2022
Cited alongside, same era.
Ntk-sap: Improving neural network pruning by aligning training dynamics
Yite Wang, Dawei Li, and Ruoyu Sun · 2022
Cited alongside, same era.
Later among the works it cites.
Attention-enhancing backdoor attacks against bert-based models
Weimin Lyu, Songzhu Zheng, Lu Pang, Haibin Ling, and Chao Chen · 2023
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Faster and stronger lossless compression with optimized autoregressive framework
Yu Mao, Jingzong Li, Yufei Cui, and Jason Chun Xue · 2023
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Tensor: Lightweight bgp non-stop routing
Congcong Miao, Yunming Xiao, Marco Canini, Ruiqiang Dai, Shengli Zheng, Jilong Wang, Jiwu Bu, Aleksandar Kuzmanovic, and Yachen Wang · 2023
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Knowledge distillation on graphs: A survey
Yijun Tian, Shichao Pei, Xiangliang Zhang, Chuxu Zhang, and Nitesh V Chawla · 2023
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Learning to segment from noisy annotations: A spatial correction approach
Jiachen Yao, Yikai Zhang, Songzhu Zheng, Mayank Goswami, Prateek Prasanna, and Chao Chen · 2023
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Generalized universal domain adaptation with generative flow networks
Didi Zhu, Yinchuan Li, Yunfeng Shao, Jianye Hao, Fei Wu, Kun Kuang, Jun Xiao, and Chao Wu · 2023
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Temporalmed: Advancing medical dialogues with time-aware responses in large language models
Yuyan Chen, Jin Zhao, Zhihao Wen, Zhixu Li, and Yanghua Xiao · 2024
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Beyond single-event extraction: Towards efficient document-level multi-event argument extraction
Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, and Wenyu Chen · 2024
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Task-agnostic detector for insertion-based backdoor attacks
Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, and Chao Chen · 2024
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Balanced training for sparse gans
Yite Wang, Jing Wu, Naira Hovakimyan, and Ruoyu Sun · 2024
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Robust nonparametric regression under poisoning attack
Puning Zhao and Zhiguo Wan · 2024
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Model tailor: Mitigating catastrophic forgetting in multi-modal large language models
Didi Zhu, Zhongyi Sun, Zexi Li, Tao Shen, Ke Yan, Shouhong Ding, Kun Kuang, and Chao Wu · 2024
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