878 related articles for article (PubMed ID: 33433395)
1. Use of BERT (Bidirectional Encoder Representations from Transformers)-Based Deep Learning Method for Extracting Evidences in Chinese Radiology Reports: Development of a Computer-Aided Liver Cancer Diagnosis Framework.
Liu H; Zhang Z; Xu Y; Wang N; Huang Y; Yang Z; Jiang R; Chen H
J Med Internet Res; 2021 Jan; 23(1):e19689. PubMed ID: 33433395
[TBL] [Abstract][Full Text] [Related]
2. Extracting comprehensive clinical information for breast cancer using deep learning methods.
Zhang X; Zhang Y; Zhang Q; Ren Y; Qiu T; Ma J; Sun Q
Int J Med Inform; 2019 Dec; 132():103985. PubMed ID: 31627032
[TBL] [Abstract][Full Text] [Related]
3. Extracting clinical named entity for pituitary adenomas from Chinese electronic medical records.
Fang A; Hu J; Zhao W; Feng M; Fu J; Feng S; Lou P; Ren H; Chen X
BMC Med Inform Decis Mak; 2022 Mar; 22(1):72. PubMed ID: 35321705
[TBL] [Abstract][Full Text] [Related]
4. Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers.
Nakamura Y; Hanaoka S; Nomura Y; Nakao T; Miki S; Watadani T; Yoshikawa T; Hayashi N; Abe O
BMC Med Inform Decis Mak; 2021 Sep; 21(1):262. PubMed ID: 34511100
[TBL] [Abstract][Full Text] [Related]
5. 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]
6. Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning.
Datta S; Si Y; Rodriguez L; Shooshan SE; Demner-Fushman D; Roberts K
J Biomed Inform; 2020 Aug; 108():103473. PubMed ID: 32562898
[TBL] [Abstract][Full Text] [Related]
7. 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]
8. Highly accurate classification of chest radiographic reports using a deep learning natural language model pre-trained on 3.8 million text reports.
Bressem KK; Adams LC; Gaudin RA; Tröltzsch D; Hamm B; Makowski MR; Schüle CY; Vahldiek JL; Niehues SM
Bioinformatics; 2021 Jan; 36(21):5255-5261. PubMed ID: 32702106
[TBL] [Abstract][Full Text] [Related]
9. Data governance and Gensini score automatic calculation for coronary angiography with deep-learning-based natural language extraction.
Li F; Jiang M; Xu H; Chen Y; Chen F; Nie W; Wang L
Math Biosci Eng; 2024 Feb; 21(3):4085-4103. PubMed ID: 38549319
[TBL] [Abstract][Full Text] [Related]
10. Adversarial active learning for the identification of medical concepts and annotation inconsistency.
Yu G; Yang Y; Wang X; Zhen H; He G; Li Z; Zhao Y; Shu Q; Shu L
J Biomed Inform; 2020 Aug; 108():103481. PubMed ID: 32687985
[TBL] [Abstract][Full Text] [Related]
11. Information extraction from weakly structured radiological reports with natural language queries.
Dada A; Ufer TL; Kim M; Hasin M; Spieker N; Forsting M; Nensa F; Egger J; Kleesiek J
Eur Radiol; 2024 Jan; 34(1):330-337. PubMed ID: 37505252
[TBL] [Abstract][Full Text] [Related]
12. A Fine-Tuned Bidirectional Encoder Representations From Transformers Model for Food Named-Entity Recognition: Algorithm Development and Validation.
Stojanov R; Popovski G; Cenikj G; Koroušić Seljak B; Eftimov T
J Med Internet Res; 2021 Aug; 23(8):e28229. PubMed ID: 34383671
[TBL] [Abstract][Full Text] [Related]
13. Named entity recognition from Chinese adverse drug event reports with lexical feature based BiLSTM-CRF and tri-training.
Chen Y; Zhou C; Li T; Wu H; Zhao X; Ye K; Liao J
J Biomed Inform; 2019 Aug; 96():103252. PubMed ID: 31323311
[TBL] [Abstract][Full Text] [Related]
14. Chinese-Named Entity Recognition From Adverse Drug Event Records: Radical Embedding-Combined Dynamic Embedding-Based BERT in a Bidirectional Long Short-term Conditional Random Field (Bi-LSTM-CRF) Model.
Wu H; Ji J; Tian H; Chen Y; Ge W; Zhang H; Yu F; Zou J; Nakamura M; Liao J
JMIR Med Inform; 2021 Dec; 9(12):e26407. PubMed ID: 34855616
[TBL] [Abstract][Full Text] [Related]
15. Machine learning based natural language processing of radiology reports in orthopaedic trauma.
Olthof AW; Shouche P; Fennema EM; IJpma FFA; Koolstra RHC; Stirler VMA; van Ooijen PMA; Cornelissen LJ
Comput Methods Programs Biomed; 2021 Sep; 208():106304. PubMed ID: 34333208
[TBL] [Abstract][Full Text] [Related]
16. Development and External Validation of an Artificial Intelligence Model for Identifying Radiology Reports Containing Recommendations for Additional Imaging.
Abbasi N; Lacson R; Kapoor N; Licaros A; Guenette JP; Burk KS; Hammer M; Desai S; Eappen S; Saini S; Khorasani R
AJR Am J Roentgenol; 2023 Sep; 221(3):377-385. PubMed ID: 37073901
[No Abstract] [Full Text] [Related]
17. BERT-based Transfer Learning in Sentence-level Anatomic Classification of Free-Text Radiology Reports.
Nishigaki D; Suzuki Y; Wataya T; Kita K; Yamagata K; Sato J; Kido S; Tomiyama N
Radiol Artif Intell; 2023 Mar; 5(2):e220097. PubMed ID: 37035437
[TBL] [Abstract][Full Text] [Related]
18. 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]
19. Korean clinical entity recognition from diagnosis text using BERT.
Kim YM; Lee TH
BMC Med Inform Decis Mak; 2020 Sep; 20(Suppl 7):242. PubMed ID: 32998724
[TBL] [Abstract][Full Text] [Related]
20. Deep Learning-Based Natural Language Processing in Radiology: The Impact of Report Complexity, Disease Prevalence, Dataset Size, and Algorithm Type on Model Performance.
Olthof AW; van Ooijen PMA; Cornelissen LJ
J Med Syst; 2021 Sep; 45(10):91. PubMed ID: 34480231
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]