144 related articles for article (PubMed ID: 32609092)
1. An Ensemble Learning Strategy for Eligibility Criteria Text Classification for Clinical Trial Recruitment: Algorithm Development and Validation.
Zeng K; Pan Z; Xu Y; Qu Y
JMIR Med Inform; 2020 Jul; 8(7):e17832. PubMed ID: 32609092
[TBL] [Abstract][Full Text] [Related]
2. Automated classification of clinical trial eligibility criteria text based on ensemble learning and metric learning.
Zeng K; Xu Y; Lin G; Liang L; Hao T
BMC Med Inform Decis Mak; 2021 Jul; 21(Suppl 2):129. PubMed ID: 34330259
[TBL] [Abstract][Full Text] [Related]
3. Multi-Label Classification in Patient-Doctor Dialogues With the RoBERTa-WWM-ext + CNN (Robustly Optimized Bidirectional Encoder Representations From Transformers Pretraining Approach With Whole Word Masking Extended Combining a Convolutional Neural Network) Model: Named Entity Study.
Sun Y; Gao D; Shen X; Li M; Nan J; Zhang W
JMIR Med Inform; 2022 Apr; 10(4):e35606. PubMed ID: 35451969
[TBL] [Abstract][Full Text] [Related]
4. [Artificial intelligence based Chinese clinical trials eligibility criteria classification].
Zong H; Zhang Z; Yang J; Lei J; Li Z; Hao T; Zhang X
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi; 2021 Feb; 38(1):105-110. PubMed ID: 33899434
[TBL] [Abstract][Full Text] [Related]
5. Depression Risk Prediction for Chinese Microblogs via Deep-Learning Methods: Content Analysis.
Wang X; Chen S; Li T; Li W; Zhou Y; Zheng J; Chen Q; Yan J; Tang B
JMIR Med Inform; 2020 Jul; 8(7):e17958. PubMed ID: 32723719
[TBL] [Abstract][Full Text] [Related]
6. Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study.
Chen PF; He TL; Lin SC; Chu YC; Kuo CT; Lai F; Wang SM; Zhu WX; Chen KC; Kuo LC; Hung FM; Lin YC; Tsai IC; Chiu CH; Chang SC; Yang CY
JMIR Med Inform; 2022 Nov; 10(11):e41342. PubMed ID: 36355417
[TBL] [Abstract][Full Text] [Related]
7. When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.
Li X; Yuan W; Peng D; Mei Q; Wang Y
BMC Med Inform Decis Mak; 2022 Apr; 21(Suppl 9):377. PubMed ID: 35382811
[TBL] [Abstract][Full Text] [Related]
8. Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning.
Mahajan D; Poddar A; Liang JJ; Lin YT; Prager JM; Suryanarayanan P; Raghavan P; Tsou CH
JMIR Med Inform; 2020 Nov; 8(11):e22508. PubMed ID: 33245284
[TBL] [Abstract][Full Text] [Related]
9. Deep Learning Approach for Negation and Speculation Detection for Automated Important Finding Flagging and Extraction in Radiology Report: Internal Validation and Technique Comparison Study.
Weng KH; Liu CF; Chen CJ
JMIR Med Inform; 2023 Apr; 11():e46348. PubMed ID: 37097731
[TBL] [Abstract][Full Text] [Related]
10. Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches.
Chen PF; Chen KC; Liao WC; Lai F; He TL; Lin SC; Chen WJ; Yang CY; Lin YC; Tsai IC; Chiu CH; Chang SC; Hung FM
JMIR Med Inform; 2022 Jun; 10(6):e37557. PubMed ID: 35767353
[TBL] [Abstract][Full Text] [Related]
11. ESG2PreEM: Automated ESG grade assessment framework using pre-trained ensemble models.
Lee H; Lee SH; Park H; Kim JH; Jung HS
Heliyon; 2024 Feb; 10(4):e26404. PubMed ID: 38404885
[TBL] [Abstract][Full Text] [Related]
12. Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models.
Yang X; He X; Zhang H; Ma Y; Bian J; Wu Y
JMIR Med Inform; 2020 Nov; 8(11):e19735. PubMed ID: 33226350
[TBL] [Abstract][Full Text] [Related]
13. Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study.
Mitra A; Rawat BPS; McManus DD; Yu H
JMIR Med Inform; 2021 Jul; 9(7):e27527. PubMed ID: 34255697
[TBL] [Abstract][Full Text] [Related]
14. Classifying the lifestyle status for Alzheimer's disease from clinical notes using deep learning with weak supervision.
Shen Z; Schutte D; Yi Y; Bompelli A; Yu F; Wang Y; Zhang R
BMC Med Inform Decis Mak; 2022 Jul; 22(Suppl 1):88. PubMed ID: 35799294
[TBL] [Abstract][Full Text] [Related]
15. Using the contextual language model BERT for multi-criteria classification of scientific articles.
Ambalavanan AK; Devarakonda MV
J Biomed Inform; 2020 Dec; 112():103578. PubMed ID: 33059047
[TBL] [Abstract][Full Text] [Related]
16. Folic acid supplementation and malaria susceptibility and severity among people taking antifolate antimalarial drugs in endemic areas.
Crider K; Williams J; Qi YP; Gutman J; Yeung L; Mai C; Finkelstain J; Mehta S; Pons-Duran C; Menéndez C; Moraleda C; Rogers L; Daniels K; Green P
Cochrane Database Syst Rev; 2022 Feb; 2(2022):. PubMed ID: 36321557
[TBL] [Abstract][Full Text] [Related]
17. Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing.
Han S; Zhang RF; Shi L; Richie R; Liu H; Tseng A; Quan W; Ryan N; Brent D; Tsui FR
J Biomed Inform; 2022 Mar; 127():103984. PubMed ID: 35007754
[TBL] [Abstract][Full Text] [Related]
18. Survey of transformers and towards ensemble learning using transformers for natural language processing.
Zhang H; Shafiq MO
J Big Data; 2024; 11(1):25. PubMed ID: 38321999
[TBL] [Abstract][Full Text] [Related]
19. Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach.
Metzler H; Baginski H; Niederkrotenthaler T; Garcia D
J Med Internet Res; 2022 Aug; 24(8):e34705. PubMed ID: 35976193
[TBL] [Abstract][Full Text] [Related]
20. Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods.
Zong H; Yang J; Zhang Z; Li Z; Zhang X
BMC Med Inform Decis Mak; 2021 Apr; 21(1):128. PubMed ID: 33858409
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]