These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
165 related articles for article (PubMed ID: 37308585)
1. A transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics. Zhou HY; Yu Y; Wang C; Zhang S; Gao Y; Pan J; Shao J; Lu G; Zhang K; Li W Nat Biomed Eng; 2023 Jun; 7(6):743-755. PubMed ID: 37308585 [TBL] [Abstract][Full Text] [Related]
2. Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities. Liu J; Capurro D; Nguyen A; Verspoor K J Biomed Inform; 2023 Sep; 145():104466. PubMed ID: 37549722 [TBL] [Abstract][Full Text] [Related]
3. MESTrans: Multi-scale embedding spatial transformer for medical image segmentation. Liu Y; Zhu Y; Xin Y; Zhang Y; Yang D; Xu T Comput Methods Programs Biomed; 2023 May; 233():107493. PubMed ID: 36965298 [TBL] [Abstract][Full Text] [Related]
4. Accurately Differentiating Between Patients With COVID-19, Patients With Other Viral Infections, and Healthy Individuals: Multimodal Late Fusion Learning Approach. Xu M; Ouyang L; Han L; Sun K; Yu T; Li Q; Tian H; Safarnejad L; Zhang H; Gao Y; Bao FS; Chen Y; Robinson P; Ge Y; Zhu B; Liu J; Chen S J Med Internet Res; 2021 Jan; 23(1):e25535. PubMed ID: 33404516 [TBL] [Abstract][Full Text] [Related]
5. Clinical assistant decision-making model of tuberculosis based on electronic health records. Wang M; Lee C; Wei Z; Ji H; Yang Y; Yang C BioData Min; 2023 Mar; 16(1):11. PubMed ID: 36927471 [TBL] [Abstract][Full Text] [Related]
6. Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis. Ormerod M; Martínez Del Rincón J; Devereux B JMIR Med Inform; 2021 May; 9(5):e23099. PubMed ID: 34037527 [TBL] [Abstract][Full Text] [Related]
7. Smartphone Sensor-Based Human Motion Characterization with Neural Stochastic Differential Equations and Transformer Model. Lee J; Kim T; Park J; Park J Sensors (Basel); 2022 Oct; 22(19):. PubMed ID: 36236580 [TBL] [Abstract][Full Text] [Related]
8. Multimodal representation learning for tourism recommendation with two-tower architecture. Cui Y; Liang S; Zhang Y PLoS One; 2024; 19(2):e0299370. PubMed ID: 38394130 [TBL] [Abstract][Full Text] [Related]
9. HGT: A Hierarchical GCN-Based Transformer for Multimodal Periprosthetic Joint Infection Diagnosis Using Computed Tomography Images and Text. Li R; Yang F; Liu X; Shi H Sensors (Basel); 2023 Jun; 23(13):. PubMed ID: 37447649 [TBL] [Abstract][Full Text] [Related]
10. Unsupervised Visual Representation Learning Based on Segmentation of Geometric Pseudo-Shapes for Transformer-Based Medical Tasks. Viriyasaranon T; Woo SM; Choi JH IEEE J Biomed Health Inform; 2023 Apr; 27(4):2003-2014. PubMed ID: 37021913 [TBL] [Abstract][Full Text] [Related]
11. A multistage multimodal deep learning model for disease severity assessment and early warnings of high-risk patients of COVID-19. Li Z; Xu R; Shen Y; Cao J; Wang B; Zhang Y; Li S Front Public Health; 2022; 10():982289. PubMed ID: 36483265 [TBL] [Abstract][Full Text] [Related]
12. Multimodal fine-tuning of clinical language models for predicting COVID-19 outcomes. Henriksson A; Pawar Y; Hedberg P; Nauclér P Artif Intell Med; 2023 Dec; 146():102695. PubMed ID: 38042595 [TBL] [Abstract][Full Text] [Related]
13. Toward Unified AI Drug Discovery with Multimodal Knowledge. Luo Y; Liu XY; Yang K; Huang K; Hong M; Zhang J; Wu Y; Nie Z Health Data Sci; 2024; 4():0113. PubMed ID: 38486623 [No Abstract] [Full Text] [Related]
14. STonKGs: a sophisticated transformer trained on biomedical text and knowledge graphs. Balabin H; Hoyt CT; Birkenbihl C; Gyori BM; Bachman J; Kodamullil AT; Plöger PG; Hofmann-Apitius M; Domingo-Fernández D Bioinformatics; 2022 Mar; 38(6):1648-1656. PubMed ID: 34986221 [TBL] [Abstract][Full Text] [Related]
15. CAMR: cross-aligned multimodal representation learning for cancer survival prediction. Wu X; Shi Y; Wang M; Li A Bioinformatics; 2023 Jan; 39(1):. PubMed ID: 36637188 [TBL] [Abstract][Full Text] [Related]
16. Multimodal learning for fetal distress diagnosis using a multimodal medical information fusion framework. Zhang Y; Deng Y; Zhou Z; Zhang X; Jiao P; Zhao Z Front Physiol; 2022; 13():1021400. PubMed ID: 36419838 [TBL] [Abstract][Full Text] [Related]
17. Development of novel deep multimodal representation learning-based model for the differentiation of liver tumors on B-mode ultrasound images. Sato M; Kobayashi T; Soroida Y; Tanaka T; Nakatsuka T; Nakagawa H; Nakamura A; Kurihara M; Endo M; Hikita H; Sato M; Gotoh H; Iwai T; Tateishi R; Koike K; Yatomi Y J Gastroenterol Hepatol; 2022 Apr; 37(4):678-684. PubMed ID: 34911147 [TBL] [Abstract][Full Text] [Related]
18. Multimodal Learning of Social Image Representation by Exploiting Social Relations. Huang F; Zhang X; Xu J; Zhao Z; Li Z IEEE Trans Cybern; 2021 Mar; 51(3):1506-1518. PubMed ID: 30843858 [TBL] [Abstract][Full Text] [Related]
19. Visual question answering model for fruit tree disease decision-making based on multimodal deep learning. Lan Y; Guo Y; Chen Q; Lin S; Chen Y; Deng X Front Plant Sci; 2022; 13():1064399. PubMed ID: 36684756 [TBL] [Abstract][Full Text] [Related]
20. 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] [Next] [New Search]