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Automatic detection of rib fractures: Are we there yet?

A Blum, R Gillet, A Urbaneja, P Gondim Teixeira

EBioMedicine 2021, 63: 103158

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Automatic rib unfolding in postmortem computed tomography: diagnostic evaluation of the OpenRib software compared with the autopsy in the detection of rib fractures. Martin Kolopp, Nicolas Douis, Ayla Urbaneja, Cédric Baumann, Pedro Augusto Gondim Teixeira, Alain Blum, Laurent Martrille International Journal of Legal Medicine 2020, 134 (1): 339-346

Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet. Liang Jin, Jiancheng Yang, Kaiming Kuang, Bingbing Ni, Yiyi Gao, Yingli Sun, Pan Gao, Weiling Ma, Mingyu Tan, Hui Kang, Jiajun Chen, Ming Li EBioMedicine 2020, 62: 103106

Automatic Detection and Classification of Rib Fractures on Thoracic CT Using Convolutional Neural Network: Accuracy and Feasibility. Qing Qing Zhou, Jiashuo Wang, Wen Tang, Zhang Chun Hu, Zi Yi Xia, Xue Song Li, Rongguo Zhang, Xindao Yin, Bing Zhang, Hong Zhang Korean Journal of Radiology: Official Journal of the Korean Radiological Society 2020, 21 (7): 869-879

Automatic rib cage unfolding with CT cylindrical projection reformat in polytraumatized patients for rib fracture detection and characterization: Feasibility and clinical application. Ayla Urbaneja, Jacques De Verbizier, Anne-Sophie Formery, Catalina Tobon-Gomez, Lionel Nace, Alain Blum, Pedro Augusto Gondim Teixeira European Journal of Radiology 2019, 110: 121-127

Chest radiographs versus CT for the detection of rib fractures in children (DRIFT): a diagnostic accuracy observational study. Susan C Shelmerdine, Dean Langan, John C Hutchinson, Melissa Hickson, Kerry Pawley, Joseph Suich, Liina Palm, Neil J Sebire, Angela Wade, Owen J Arthurs Lancet Child & Adolescent Health 2018, 2 (11): 802-811

Flat chest projection in the detection and visualization of rib fractures: A cross-sectional study comparing curved and multiplanar reformation of computed tomography images in different reader groups. Sabrina Mauf, Ulrike Held, Dominic Gascho, Rilana Baumeister, Patricia Flach, Thi Dan-Linh Nguyen-Kim, Michael J Thali, Thorsten Jentzsch Forensic Science International 2019, 303: 109942

Assessment of a Deep Learning Algorithm for the Detection of Rib Fractures on Whole-Body Trauma Computed Tomography. Thomas Weikert, Luca Andre Noordtzij, Jens Bremerich, Bram Stieltjes, Victor Parmar, Joshy Cyriac, Gregor Sommer, Alexander Walter Sauter Korean Journal of Radiology: Official Journal of the Korean Radiological Society 2020, 21 (7): 891-899

Automatic detection and classification of rib fractures based on patients' CT images and clinical information via convolutional neural network. Qing-Qing Zhou, Wen Tang, Jiashuo Wang, Zhang-Chun Hu, Zi-Yi Xia, Rongguo Zhang, Xinyi Fan, Wei Yong, Xindao Yin, Bing Zhang, Hong Zhang European Radiology 2021, 31 (6): 3815-3825

[Analysis of 163 rib fractures by imaging examination]. Tian-fu Song, Chao-chao Wang Fa Yi Xue za Zhi 2014, 30 (6): 460-2

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