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Institution Date Title Author
國家衛生研究院 2025-08-13 Leveraging large language models for the deidentification and temporal normalization of sensitive health information in electronic health records Dai, HJ;Mir, TH;Chen, CT;Chen, CC;Yang, HP;Lee, CH;Chou, YY;Teng, YC;Gupta, S;Panchal, O;Nadar, DR;Liao, WH;Lin, YC;Zhao, ZR;Tsai, RTH;Chang, YC;Jonnagaddala, J
國家衛生研究院 2025-07-24 Hierarchical temporal attention networks for cancer registry abstraction: Leveraging longitudinal clinical data with interpretability Dai, HJ;Wu, HH
國家衛生研究院 2025-06-17 Multi-label advertising image classification using traditional deep neural networks and vision language models: dataset and annotation agreement method Mir, TH;Wei, JC;Simanjuntak, M;Cheng, WS;Lee, YH;Zhang, YC;Chen, JB;Dai, HJ
國家衛生研究院 2025-02-12 Application of clinical department–specific AI-assisted coding using Taiwan diagnosis-related groups: Retrospective validation study Lu, AT;Liou, CS;Lai, CH;Shian, BT;Li, MT;Sun, CY;Kao, HY;Dai, HJ;Tsai, MJ
國家衛生研究院 2025-01-26 Deidentification and temporal normalization of the electronic health record notes using large language models: The 2023 SREDH/AI-Cup competition for deidentification of sensitive health information Mir, TH;Yang, HP;Chou, YY;Teng, YC;Liao, WH;Lin, YC;Gupta, S;Panchal, O;Jonnagaddala, J;Chen, CT;Dai, HJ
國家衛生研究院 2025-01-26 A comparative study of GPT3.5 fine tuning and rule-based approaches for de-identification and normalization of sensitive health information in electronic medical record notes Zhao, ZR;Chou, PC;Hussain Mir, T;Dai, HJ
國家衛生研究院 2024-12-08 Integrating a data curation artificial intelligence system to identify cancer registry data elements from unstructured electronic health records Yang, YH;Dai, HJ;Tsai, JH;Chang, YC;Wang, TY;Ke, CR;Yu, SJ;Liu, YH;Huang, CJ;Lee, CJ;Lee, YH;Liang, JR;Fu, WM;Liao, SC;Kuo, SJ;Huang, CY;Lin, LJ;Wu, CC;Chang, GC;Chong, IW
國家衛生研究院 2024-12 Integrating predictive coding and a user-centric interface for enhanced auditing and quality in cancer registry data Dai, HJ;Chen, CC;Mir, TH;Wang, TY;Wang, CK;Chang, YC;Yu, SJ;Shen, YW;Huang, CJ;Tsai, CH;Wang, CY;Chen, HJ;Weng, PS;Lin, YX;Chen, SW;Tsai, MJ;Juang, SF;Wu, SY;Tsai, WT;Huang, MY;Huang, CJ;Yang, CJ;Liu, PZ;Huang, CW;Huang, CY;Wang, WYC;Chong, IW;Yang, YH
國家衛生研究院 2024-11 Using large language models for efficient cancer registry coding in the real hospital setting: A feasibility study Wang, CK;Ke, CR;Huang, MS;Chong, IW;Yang, YH;Tseng, VS;Dai, HJ
國家衛生研究院 2024-09-26 The effectiveness of virtual passport, an app-based intervention, for dementia care Hong, QX;Wang, WF;Yang, YH;Tung, YC;Dai, HJ;Hsu, WC;Huang, LC;Jhang, KM
國家衛生研究院 2024-09-20 Evaluating a natural language processing–driven, AI-assisted international classification of diseases, 10th revision, clinical modification, coding system for diagnosis related groups in a real hospital environment: Algorithm development and validation st Dai, HJ;Wang, CK;Chen, CC;Liou, CS;Lu, AT;Lai, CH;Shain, BT;Ke, CR;Chung Wang, WY;Mir, TH;Simanjuntak, M;Kao, HY;Tsai, MJ;Tseng, VS
國家衛生研究院 2024-01-25 Unlocking the secrets behind advanced artificial intelligence language models in deidentifying Chinese-English mixed clinical text: Development and validation study Lee, YQ;Chen, CT;Chen, CC;Lee, CH;Chen, P;Wu, CS;Dai, HJ
國家衛生研究院 2023-02 Augmenting DSM-5 diagnostic criteria with self-attention-based BiLSTM models for psychiatric diagnosis Wu, CS;Chen, CH;Su, CH;Chien, YL;Dai, HJ;Chen, HH
國家衛生研究院 2022-10-22 Vickers hardness value test via multi-task learning convolutional neural networks and image augmentation Cheng, WS;Chen, GY;Shih, XY;Elsisi, M;Tsai, MH;Dai, HJ
國家衛生研究院 2022-06-06 Protected health information recognition of unstructured code-mixed electronic health records in Taiwan Lee, YQ;Wang, BH;Su, CH;Chen, PT;Lin, WQ;Wu, CS;Dai, HJ
國家衛生研究院 2021-07-26 Cancer registry coding via hybrid neural symbolic systems in the cross-hospital setting Dai, HJ;Yang, YH;Wang, TH;Lin, YJ;Lu, PJ;Wu, CY;Chang, YC;Lee, YQ;Zhang, YC;Hsu, YC;Wu, HH;Ke, CR;Huang, CJ;Wang, YT;Yang, SF;Hsiao, KC;Liu, KJ;Chen, LT;Chang, IS;Chao, KSC;Liu, TW
國家衛生研究院 2021-01-15 Deep learning-based natural language processing for screening psychiatric patients Dai, HJ;Su, CH;Lee, YQ;Zhang, YC;Wang, CK;Kuo, CJ;Wu, CS
國家衛生研究院 2020-12-01 Family history information extraction with neural attention and an enhanced relation-side scheme: Algorithm development and validation Dai, HJ;Lee, YQ;Nekkantti, C;Jonnagaddala, J
國家衛生研究院 2020-05-01 Cohort selection for clinical trials using multiple instance learning Dai, HJ;Wang, FD;Chen, CW;Su, CH;Wu, CS;Jonnagaddala, J
臺北醫學大學 2014 LiverCancerMarkerRIF: a liver cancer biomarker interactive curation system combining text mining and expert annotations Dai, HJ;JCY, Wu;Lin, WS;Reyes, AJ;MAC, Rosa;Syed-Abdul, S;RTH, Tsai;Hsu, WL
臺北醫學大學 2014 BioC interoperability track overview Comeau, DC;Batista-Navarro, RT;Dai, HJ;Islamaj Do?an, R;Jimeno Yepes, A;Khare, R;Lu, Z;Marques, H;Mattingly, CJ;Neves, M;Peng, Y;Rak, R;Rinaldi, F
國家衛生研究院 2013-02-13 T-HOD: A literature-based candidate gene database for hypertesion, obesity and diabetes Dai, HJ;Wu, JCY;Tsai, RTH;Pan, WH;Hsu, WL

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