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Deep Learning: An Update for Radiologists.
Cheng PM, Montagnon E, Yamashita R, Pan I, Cadrin-Chênevert A, Perdigón Romero F, Chartrand G, Kadoury S, Tang A. Cheng PM, et al. Among authors: pan i. Radiographics. 2021 Sep-Oct;41(5):1427-1445. doi: 10.1148/rg.2021200210. Radiographics. 2021. PMID: 34469211
The RSNA Pediatric Bone Age Machine Learning Challenge.
Halabi SS, Prevedello LM, Kalpathy-Cramer J, Mamonov AB, Bilbily A, Cicero M, Pan I, Pereira LA, Sousa RT, Abdala N, Kitamura FC, Thodberg HH, Chen L, Shih G, Andriole K, Kohli MD, Erickson BJ, Flanders AE. Halabi SS, et al. Among authors: pan i. Radiology. 2019 Feb;290(2):498-503. doi: 10.1148/radiol.2018180736. Epub 2018 Nov 27. Radiology. 2019. PMID: 30480490 Free PMC article.
Artificial Intelligence Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Origin at Chest CT.
Bai HX, Wang R, Xiong Z, Hsieh B, Chang K, Halsey K, Tran TML, Choi JW, Wang DC, Shi LB, Mei J, Jiang XL, Pan I, Zeng QH, Hu PF, Li YH, Fu FX, Huang RY, Sebro R, Yu QZ, Atalay MK, Liao WH. Bai HX, et al. Among authors: pan i. Radiology. 2020 Sep;296(3):E156-E165. doi: 10.1148/radiol.2020201491. Epub 2020 Apr 27. Radiology. 2020. PMID: 32339081 Free PMC article.
Deep Learning for Pulmonary Embolism Detection: Tackling the RSNA 2020 AI Challenge.
Pan I. Pan I. Radiol Artif Intell. 2021 Jun 9;3(5):e210068. doi: 10.1148/ryai.2021210068. eCollection 2021 Sep. Radiol Artif Intell. 2021. PMID: 34617031 Free PMC article.
This article presents a detailed overview of the second-place solution. Source code and models are available at https://github.com/i-pan/kaggle-rsna-pe. Keywords: CT, Neural Networks, Thorax, Pulmonary Arteries, Embolism/Thrombosis, Supervised Learning, Convolutiona …
This article presents a detailed overview of the second-place solution. Source code and models are available at https://github.com/i- …
309 results