134 related articles for article (PubMed ID: 35995108)
1. Hierarchical label-wise attention transformer model for explainable ICD coding.
Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L
J Biomed Inform; 2022 Sep; 133():104161. PubMed ID: 35995108
[TBL] [Abstract][Full Text] [Related]
2. Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation.
Dong H; Suárez-Paniagua V; Whiteley W; Wu H
J Biomed Inform; 2021 Apr; 116():103728. PubMed ID: 33711543
[TBL] [Abstract][Full Text] [Related]
3. Automated ICD coding using extreme multi-label long text transformer-based models.
Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L
Artif Intell Med; 2023 Oct; 144():102662. PubMed ID: 37783551
[TBL] [Abstract][Full Text] [Related]
4. An explainable CNN approach for medical codes prediction from clinical text.
Hu S; Teng F; Huang L; Yan J; Zhang H
BMC Med Inform Decis Mak; 2021 Nov; 21(Suppl 9):256. PubMed ID: 34789241
[TBL] [Abstract][Full Text] [Related]
5. A Pseudo Label-Wise Attention Network for Automatic ICD Coding.
Wu Y; Zeng M; Yu Y; Li Y; Li M
IEEE J Biomed Health Inform; 2022 Oct; 26(10):5201-5212. PubMed ID: 35867367
[TBL] [Abstract][Full Text] [Related]
6. Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy.
Marcou Q; Berti-Equille L; Novelli N
J Biomed Inform; 2024 Apr; 152():104617. PubMed ID: 38432534
[TBL] [Abstract][Full Text] [Related]
7. 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]
8. Hyperbolic graph convolutional neural network with contrastive learning for automated ICD coding.
Wu Y; Chen X; Yao X; Yu Y; Chen Z
Comput Biol Med; 2024 Jan; 168():107797. PubMed ID: 38043468
[TBL] [Abstract][Full Text] [Related]
9. JAN: Joint Attention Networks for Automatic ICD Coding.
Wu Y; Chen Z; Yao X; Chen X; Zhou Z; Xue J
IEEE J Biomed Health Inform; 2022 Oct; 26(10):5235-5246. PubMed ID: 35802549
[TBL] [Abstract][Full Text] [Related]
10. Automatic ICD-10-CM coding via Lambda-Scaled attention based deep learning model.
Bhutto SR; Zeng M; Niu K; Khoso S; Umar M; Lalley G; Li M
Methods; 2024 Feb; 222():19-27. PubMed ID: 38141869
[TBL] [Abstract][Full Text] [Related]
11. Multigranularity Label Prediction Model for Automatic International Classification of Diseases Coding in Clinical Text.
Yu Y; Qiu T; Duan J; Wang J
J Comput Biol; 2023 Aug; 30(8):900-911. PubMed ID: 37523219
[TBL] [Abstract][Full Text] [Related]
12. DRCNN
Raz Bhutto S; Wu Y; Zeng M; Wahab Dogar A; Ullah K; Li M
Methods; 2022 Sep; 205():97-105. PubMed ID: 35781051
[TBL] [Abstract][Full Text] [Related]
13. 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]
14. Implementation of specialised attention mechanisms: ICD-10 classification of Gastrointestinal discharge summaries in English, Spanish and Swedish.
Blanco A; Remmer S; Pérez A; Dalianis H; Casillas A
J Biomed Inform; 2022 Jun; 130():104050. PubMed ID: 35346854
[TBL] [Abstract][Full Text] [Related]
15. Automated ICD-9 Coding via A Deep Learning Approach.
Li M; Fei Z; Zeng M; Wu FX; Li Y; Pan Y; Wang J
IEEE/ACM Trans Comput Biol Bioinform; 2019; 16(4):1193-1202. PubMed ID: 29994157
[TBL] [Abstract][Full Text] [Related]
16. Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt.
Yang Z; Kwon S; Yao Z; Yu H
Proc AAAI Conf Artif Intell; 2023 Jun; 37(4):5366-5374. PubMed ID: 37635946
[TBL] [Abstract][Full Text] [Related]
17. JLAN: medical code prediction via joint learning attention networks and denoising mechanism.
Li X; Zhang Y; Islam FU; Dong D; Wei H; Lu M
BMC Bioinformatics; 2021 Dec; 22(1):590. PubMed ID: 34903164
[TBL] [Abstract][Full Text] [Related]
18. Automatic ICD code assignment of Chinese clinical notes based on multilayer attention BiRNN.
Yu Y; Li M; Liu L; Fei Z; Wu FX; Wang J
J Biomed Inform; 2019 Mar; 91():103114. PubMed ID: 30768971
[TBL] [Abstract][Full Text] [Related]
19. An empirical evaluation of deep learning for ICD-9 code assignment using MIMIC-III clinical notes.
Huang J; Osorio C; Sy LW
Comput Methods Programs Biomed; 2019 Aug; 177():141-153. PubMed ID: 31319942
[TBL] [Abstract][Full Text] [Related]
20. 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]
[Next] [New Search]