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Select item 98483891.

Transformer-based deep learning for predicting protein properties in the life sciences

Abel Chandra, Laura Tünnermann, Tommy Löfstedt, Regina Gratz

eLife. 2023; 12: e82819. Published online 2023 Jan 18. doi: 10.7554/eLife.82819

PMCID:: PMC9848389

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Transformer hot spot temperature estimation through adaptive neuro fuzzy inference system approach

Edwell T. Mharakurwa, Dorothy W. Gicheru

Heliyon. 2024 Feb 29; 10(4): e26338. Published online 2024 Feb 13. doi: 10.1016/j.heliyon.2024.e26338

PMCID:: PMC10881414

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Integrated On-Chip Transformers: Recent Progress in the Design, Layout, Modeling and Fabrication

Rayan Bajwa, Murat Kaya Yapici

Sensors (Basel) 2019 Aug; 19(16): 3535. Published online 2019 Aug 13. doi: 10.3390/s19163535

PMCID:: PMC6719090

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Improved dual-aggregation polyp segmentation network combining a pyramid vision transformer with a fully convolutional network

Feng Li, Zetao Huang, Lu Zhou, Yuyang Chen, Shiqing Tang, Pengchao Ding, Haixia Peng, Yimin Chu

Biomed Opt Express. 2024 Apr 1; 15(4): 2590–2621. Published online 2024 Mar 26. doi: 10.1364/BOE.510908

PMCID:: PMC11019695

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Vision transformer architecture and applications in digital health: a tutorial and survey

Khalid Al-hammuri, Fayez Gebali, Awos Kanan, Ilamparithi Thirumarai Chelvan

Vis Comput Ind Biomed Art. 2023 Dec; 6: 14. Published online 2023 Jul 10. doi: 10.1186/s42492-023-00140-9

PMCID:: PMC10333157

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A deep learning approach for orphan gene identification in moso bamboo (Phyllostachys edulis) based on the CNN + Transformer model

Xiaodan Zhang, Jinxiang Xuan, Chensong Yao, Qijuan Gao, Lianglong Wang, Xiu Jin, Shaowen Li

BMC Bioinformatics. 2022; 23: 162. Published online 2022 May 5. doi: 10.1186/s12859-022-04702-1

PMCID:: PMC9069780

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DIC-Transformer: interpretation of plant disease classification results using image caption generation technology

Qingtian Zeng, Jian Sun, Shansong Wang

Front Plant Sci. 2023; 14: 1273029. Published online 2024 Jan 25. doi: 10.3389/fpls.2023.1273029

PMCID:: PMC10850568

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Transformer Architecture and Attention Mechanisms in Genome Data Analysis: A Comprehensive Review

Sanghyuk Roy Choi, Minhyeok Lee

Biology (Basel) 2023 Jul; 12(7): 1033. Published online 2023 Jul 22. doi: 10.3390/biology12071033

PMCID:: PMC10376273

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Vision-Transformer-Based Transfer Learning for Mammogram Classification

Gelan Ayana, Kokeb Dese, Yisak Dereje, Yonas Kebede, Hika Barki, Dechassa Amdissa, Nahimiya Husen, Fikadu Mulugeta, Bontu Habtamu, Se-Woon Choe

Diagnostics (Basel) 2023 Jan; 13(2): 178. Published online 2023 Jan 4. doi: 10.3390/diagnostics13020178

PMCID:: PMC9857963

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FibroVit—Vision transformer-based framework for detection and classification of pulmonary fibrosis from chest CT images

Muhammad Waseem Sabir, Muhammad Farhan, Nabil Sharaf Almalki, Mrim M. Alnfiai, Gabriel Avelino Sampedro

Front Med (Lausanne) 2023; 10: 1282200. Published online 2023 Nov 8. doi: 10.3389/fmed.2023.1282200

PMCID:: PMC10666764

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A Transformer-Based Neural Machine Translation Model for Arabic Dialects That Utilizes Subword Units

Laith H. Baniata, Isaac. K. E. Ampomah, Seyoung Park

Sensors (Basel) 2021 Oct; 21(19): 6509. Published online 2021 Sep 29. doi: 10.3390/s21196509

PMCID:: PMC8512729

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Attention is all you need: utilizing attention in AI-enabled drug discovery

Yang Zhang, Caiqi Liu, Mujiexin Liu, Tianyuan Liu, Hao Lin, Cheng-Bing Huang, Lin Ning

Brief Bioinform. 2024 Jan; 25(1): bbad467. Published online 2024 Jan 6. doi: 10.1093/bib/bbad467

PMCID:: PMC10772984

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A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images

Chiagoziem C. Ukwuoma, Zhiguang Qin, Md Belal Bin Heyat, Faijan Akhtar, Olusola Bamisile, Abdullah Y. Muaad, Daniel Addo, Mugahed A. Al-antari

J Adv Res. 2023 Jun; 48: 191–211. Published online 2022 Sep 7. doi: 10.1016/j.jare.2022.08.021

PMCID:: PMC10248870

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Exploring the Power of Deep Learning: Fine-Tuned Vision Transformer for Accurate and Efficient Brain Tumor Detection in MRI Scans

Abdullah A. Asiri, Ahmad Shaf, Tariq Ali, Unza Shakeel, Muhammad Irfan, Khlood M. Mehdar, Hanan Talal Halawani, Ali H. Alghamdi, Abdullah Fahad A. Alshamrani, Samar M. Alqhtani

Diagnostics (Basel) 2023 Jun; 13(12): 2094. Published online 2023 Jun 16. doi: 10.3390/diagnostics13122094

PMCID:: PMC10297056

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Heterogeneous feature-aware Transformer-CNN coupling network for person re-identification

Yanchao Li, Guoyun Lian, Wenyu Zhang, Guanglin Ma, Jin Ren, Jinfeng Yang

PeerJ Comput Sci. 2022; 8: e1098. Published online 2022 Sep 27. doi: 10.7717/peerj-cs.1098

PMCID:: PMC9575868

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Sentiment analysis in tweets: an assessment study from classical to modern word representation models

Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino

Data Min Knowl Discov. 2023; 37(1): 318–380. Published online 2022 Nov 15. doi: 10.1007/s10618-022-00853-0

PMCID:: PMC9664439

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Hybrid U-Net and Swin-transformer network for limited-angle cardiac computed tomography

Yongshun Xu, Shuo Han, Dayang Wang, Ge Wang, Jonathan S Maltz, Hengyong Yu

Phys Med Biol. 2024 May 21; 69(10): 105012. Published online 2024 Apr 30. doi: 10.1088/1361-6560/ad3db9

PMCID:: PMC11059034

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Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks

Benjamin Shickel, Brandon Silva, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi

Front Digit Health. 2022; 4: 1029191. Published online 2022 Nov 9. doi: 10.3389/fdgth.2022.1029191

PMCID:: PMC9682245

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Predicting Semantic Similarity Between Clinical Sentence Pairs Using Transformer Models: Evaluation and Representational Analysis

Mark Ormerod, Jesús Martínez del Rincón, Barry Devereux

JMIR Med Inform. 2021 May; 9(5): e23099. Published online 2021 May 26. doi: 10.2196/23099

PMCID:: PMC8190645

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Select item 914103820.

A Transformer-Based Capsule Network for 3D Part–Whole Relationship Learning

Yu Chen, Jieyu Zhao, Qilu Qiu

Entropy (Basel) 2022 May; 24(5): 678. Published online 2022 May 11. doi: 10.3390/e24050678

PMCID:: PMC9141038

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