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Your search keyword '"Lin, Hsi Hsien"' showing total 467 results
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467 results on '"Lin, Hsi Hsien"'

11. GPR97 triggers inflammatory processes in human neutrophils via a macromolecular complex upstream of PAR2 activation

Author

Chu, Tai-Ying, Zheng-Gérard, Céline, Huang, Kuan-Yeh, Chang, Yu-Chi, Chen, Ying-Wen, I, Kuan-Yu, Lo, Yu-Ling, Chiang, Nien-Yi, Chen, Hsin-Yi, Stacey, Martin, Gordon, Siamon, Tseng, Wen-Yi, Sun, Chiao-Yin, Wu, Yen-Mu, Pan, Yi-Shin, Huang, Chien-Hao, Lin, Chun-Yen, Chen, Tse-Ching, El Omari, Kamel, Antonelou, Marilina, Henderson, Scott R., Salama, Alan, Seiradake, Elena, and Lin, Hsi-Hsien

Published
2022
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16. Development and validation of deep learning models for identifying the brand of pedicle screws on plain spine radiographs.

Author

Yao, Yu‐Cheng, Lin, Cheng‐Li, Chen, Hung‐Hsun, Lin, Hsi‐Hsien, Hsiung, Wei, Wang, Shih‐Tien, Sun, Ying‐Chou, Tang, Yu‐Hsuan, and Chou, Po‐Hsin

Subjects
ORTHOPEDISTS, DEEP learning, ARTIFICIAL intelligence, RADIOGRAPHS, SCREWS
Abstract

Background: In spinal revision surgery, previous pedicle screws (PS) may need to be replaced with new implants. Failure to accurately identify the brand of PS‐based instrumentation preoperatively may increase the risk of perioperative complications. This study aimed to develop and validate an optimal deep learning (DL) model to identify the brand of PS‐based instrumentation on plain radiographs of spine (PRS) using anteroposterior (AP) and lateral images. Methods: A total of 529 patients who received PS‐based instrumentation from seven manufacturers were enrolled in this retrospective study. The postoperative PRS were gathered as ground truths. The training, validation, and testing datasets contained 338, 85, and 106 patients, respectively. YOLOv5 was used to crop out the screws' trajectory, and the EfficientNet‐b0 model was used to develop single models (AP, Lateral, Merge, and Concatenated) based on the different PRS images. The ensemble models were different combinations of the single models. Primary outcomes were the models' performance in accuracy, sensitivity, precision, F1‐score, kappa value, and area under the curve (AUC). Secondary outcomes were the relative performance of models versus human readers and external validation of the DL models. Results: The Lateral model had the most stable performance among single models. The discriminative performance was improved by the ensemble method. The AP + Lateral ensemble model had the most stable performance, with an accuracy of 0.9434, F1 score of 0.9388, and AUC of 0.9834. The performance of the ensemble models was comparable to that of experienced orthopedic surgeons and superior to that of inexperienced orthopedic surgeons. External validation revealed that the Lat + Concat ensemble model had the best accuracy (0.9412). Conclusion: The DL models demonstrated stable performance in identifying the brand of PS‐based instrumentation based on AP and/or lateral images of PRS, which may assist orthopedic spine surgeons in preoperative revision planning in clinical practice. [ABSTRACT FROM AUTHOR]

Published
2024
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29. Adhesion GPCRs as Modulators of Immune Cell Function

Author

Hamann, Jörg, Hsiao, Cheng-Chih, Lee, Chang Sup, Ravichandran, Kodi S., Lin, Hsi-Hsien, Barrett, James E., Editor-in-chief, Flockerzi, Veit, Series editor, Frohman, Michael A., Series editor, Geppetti, Pierangelo, Series editor, Hofmann, Franz B., Series editor, Michel, Martin C., Series editor, Page, Clive P., Series editor, Rosenthal, Walter, Series editor, Wang, KeWei, Series editor, Langenhan, Tobias, editor, and Schöneberg, Torsten, editor

Published
2016
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30. Control of Adhesion GPCR Function Through Proteolytic Processing

Author

Nieberler, Matthias, Kittel, Robert J., Petrenko, Alexander G., Lin, Hsi-Hsien, Langenhan, Tobias, Barrett, James E., Editor-in-chief, Flockerzi, Veit, Series editor, Frohman, Michael A., Series editor, Geppetti, Pierangelo, Series editor, Hofmann, Franz B., Series editor, Michel, Martin C., Series editor, Page, Clive P., Series editor, Rosenthal, Walter, Series editor, Wang, KeWei, Series editor, Langenhan, Tobias, editor, and Schöneberg, Torsten, editor

Published
2016
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36. Adhesion Class GPCRs in GtoPdb v.2023.1

Author

Arac-Ozkan, Demet, primary, Aust, Gabriela, primary, Bonner, Tom I., primary, Cappallo-Obermann, Heike, primary, Formstone, Caroline, primary, Hamann, Jörg, primary, Harty, Breanne, primary, Heyne, Henrike, primary, Kirchhoff, Christiane, primary, Knapp, Barbara, primary, Krishnan, Arunkumar, primary, Langenhan, Tobias, primary, Le Duc, Diana, primary, Lin, Hsi-Hsien, primary, Martinelli, David C., primary, Monk, Kelly, primary, Piao, Xianhua, primary, Prömel, Simone, primary, Schöneberg, Torsten, primary, Schiöth, Helgi, primary, Singer, Kathleen, primary, Stacey, Martin, primary, Ushkaryov, Yuri, primary, Wolfrum, Uwe, primary, and Xu, Lei, primary

Published
2023
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40. Proteinase 3 promotes formation of multinucleated giant cells and granuloma-like structures in patients with granulomatosis with polyangiitis

Author

Henderson, Scott R, primary, Horsley, Harry, additional, Frankel, Paul, additional, Khosravi, Maryam, additional, Goble, Talya, additional, Carter, Stephen, additional, Antonelou, Marilina, additional, Evans, Rhys D R, additional, Zhang, Xiang, additional, Chu, Tai-Ying, additional, Lin, Hsi-Hsien, additional, Gordon, Siamon, additional, and Salama, Alan David, additional

Published
2023
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41. Identification and clinical characteristics of a novel missense ADGRG1 variant in bilateral Frontoparietal Polymicrogyria: The electroclinical change from infancy to adulthood after Callosotomy in three siblings

Author

Kuo, Cheng‐Yen, primary, Tsai, Meng‐Han, additional, Lin, Hsi‐Hsien, additional, Wang, Yu‐Chi, additional, Singh, Abhishek Kumar, additional, Chang, Chih‐Chen, additional, Lin, Jainn‐Jim, additional, Hung, Po‐Cheng, additional, and Lin, Kuang‐Lin, additional

Published
2023
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