471 related articles for article (PubMed ID: 36355417)
1. 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]
2. 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]
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. Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning.
Chen PF; Wang SM; Liao WC; Kuo LC; Chen KC; Lin YC; Yang CY; Chiu CH; Chang SC; Lai F
JMIR Med Inform; 2021 Aug; 9(8):e23230. PubMed ID: 34463639
[TBL] [Abstract][Full Text] [Related]
5. 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]
6. BERT-based Ranking for Biomedical Entity Normalization.
Ji Z; Wei Q; Xu H
AMIA Jt Summits Transl Sci Proc; 2020; 2020():269-277. PubMed ID: 32477646
[TBL] [Abstract][Full Text] [Related]
7. Modified Bidirectional Encoder Representations From Transformers Extractive Summarization Model for Hospital Information Systems Based on Character-Level Tokens (AlphaBERT): Development and Performance Evaluation.
Chen YP; Chen YY; Lin JJ; Huang CH; Lai F
JMIR Med Inform; 2020 Apr; 8(4):e17787. PubMed ID: 32347806
[TBL] [Abstract][Full Text] [Related]
8. 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]
9. A comparative study on deep learning models for text classification of unstructured medical notes with various levels of class imbalance.
Lu H; Ehwerhemuepha L; Rakovski C
BMC Med Res Methodol; 2022 Jul; 22(1):181. PubMed ID: 35780100
[TBL] [Abstract][Full Text] [Related]
10. BioBERT: a pre-trained biomedical language representation model for biomedical text mining.
Lee J; Yoon W; Kim S; Kim D; Kim S; So CH; Kang J
Bioinformatics; 2020 Feb; 36(4):1234-1240. PubMed ID: 31501885
[TBL] [Abstract][Full Text] [Related]
11. RadBERT: Adapting Transformer-based Language Models to Radiology.
Yan A; McAuley J; Lu X; Du J; Chang EY; Gentili A; Hsu CN
Radiol Artif Intell; 2022 Jul; 4(4):e210258. PubMed ID: 35923376
[TBL] [Abstract][Full Text] [Related]
12. 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]
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. Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach Using Clinical Note Annotations.
Jaiswal A; Katz A; Nesca M; Milios E
JMIR Med Inform; 2023 Aug; 11():e45105. PubMed ID: 37584559
[TBL] [Abstract][Full Text] [Related]
16. A Natural Language Processing Model for COVID-19 Detection Based on Dutch General Practice Electronic Health Records by Using Bidirectional Encoder Representations From Transformers: Development and Validation Study.
Homburg M; Meijer E; Berends M; Kupers T; Olde Hartman T; Muris J; de Schepper E; Velek P; Kuiper J; Berger M; Peters L
J Med Internet Res; 2023 Oct; 25():e49944. PubMed ID: 37792444
[TBL] [Abstract][Full Text] [Related]
17. A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals.
Soltan AAS; Thakur A; Yang J; Chauhan A; D'Cruz LG; Dickson P; Soltan MA; Thickett DR; Eyre DW; Zhu T; Clifton DA
Lancet Digit Health; 2024 Feb; 6(2):e93-e104. PubMed ID: 38278619
[TBL] [Abstract][Full Text] [Related]
18. Oversampling effect in pretraining for bidirectional encoder representations from transformers (BERT) to localize medical BERT and enhance biomedical BERT.
Wada S; Takeda T; Okada K; Manabe S; Konishi S; Kamohara J; Matsumura Y
Artif Intell Med; 2024 Jul; 153():102889. PubMed ID: 38728811
[TBL] [Abstract][Full Text] [Related]
19. Automatic text classification of actionable radiology reports of tinnitus patients using bidirectional encoder representations from transformer (BERT) and in-domain pre-training (IDPT).
Li J; Lin Y; Zhao P; Liu W; Cai L; Sun J; Zhao L; Yang Z; Song H; Lv H; Wang Z
BMC Med Inform Decis Mak; 2022 Jul; 22(1):200. PubMed ID: 35907966
[TBL] [Abstract][Full Text] [Related]
20. Identification of asthma control factor in clinical notes using a hybrid deep learning model.
Agnikula Kshatriya BS; Sagheb E; Wi CI; Yoon J; Seol HY; Juhn Y; Sohn S
BMC Med Inform Decis Mak; 2021 Nov; 21(Suppl 7):272. PubMed ID: 34753481
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
