Causal Inference in Radiomics: Framework, Mechanisms, and Algorithms
Ghosh, Debashis, Mastej, Emily, Jain, Rajan, Choi, Yoon Seong
Published in Frontiers in neuroscience (20.06.2022)
Published in Frontiers in neuroscience (20.06.2022)
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Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs
Rim, Tyler Hyungtaek, Lee, Chan Joo, Tham, Yih-Chung, Cheung, Ning, Yu, Marco, Lee, Geunyoung, Kim, Youngnam, Ting, Daniel S W, Chong, Crystal Chun Yuen, Choi, Yoon Seong, Yoo, Tae Keun, Ryu, Ik Hee, Baik, Su Jung, Kim, Young Ah, Kim, Sung Kyu, Lee, Sang-Hak, Lee, Byoung Kwon, Kang, Seok-Min, Wong, Edmund Yick Mun, Kim, Hyeon Chang, Kim, Sung Soo, Park, Sungha, Cheng, Ching-Yu, Wong, Tien Yin
Published in The Lancet. Digital health (01.05.2021)
Published in The Lancet. Digital health (01.05.2021)
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Journal Article
A Unified Approach to Analysis of MRI Radiomics of Glioma Using Minimum Spanning Trees
Simon, Olivier B., Jain, Rajan, Choi, Yoon-Seong, Görg, Carsten, Suresh, Krithika, Severn, Cameron, Ghosh, Debashis
Published in Frontiers in physics (05.05.2022)
Published in Frontiers in physics (05.05.2022)
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Journal Article
Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction
Bae, Sohi, Choi, Yoon Seong, Ahn, Sung Soo, Chang, Jong Hee, Kang, Seok-Gu, Kim, Eui Hyun, Kim, Se Hoon, Lee, Seung-Koo
Published in Radiology (01.12.2018)
Published in Radiology (01.12.2018)
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Journal Article
Radiomics and machine learning may accurately predict the grade and histological subtype in meningiomas using conventional and diffusion tensor imaging
Park, Yae Won, Oh, Jongmin, You, Seng Chan, Han, Kyunghwa, Ahn, Sung Soo, Choi, Yoon Seong, Chang, Jong Hee, Kim, Se Hoon, Lee, Seung-Koo
Published in European radiology (01.08.2019)
Published in European radiology (01.08.2019)
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Journal Article
A Pipeline for the Implementation and Visualization of Explainable Machine Learning for Medical Imaging Using Radiomics Features
Severn, Cameron, Suresh, Krithika, Görg, Carsten, Choi, Yoon Seong, Jain, Rajan, Ghosh, Debashis
Published in Sensors (Basel, Switzerland) (12.07.2022)
Published in Sensors (Basel, Switzerland) (12.07.2022)
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Journal Article
Primary central nervous system lymphoma and atypical glioblastoma: Differentiation using radiomics approach
Suh, Hie Bum, Choi, Yoon Seong, Bae, Sohi, Ahn, Sung Soo, Chang, Jong Hee, Kang, Seok-Gu, Kim, Eui Hyun, Kim, Se Hoon, Lee, Seung-Koo
Published in European radiology (01.09.2018)
Published in European radiology (01.09.2018)
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Journal Article
Machine learning and radiomic phenotyping of lower grade gliomas: improving survival prediction
Choi, Yoon Seong, Ahn, Sung Soo, Chang, Jong Hee, Kang, Seok-Gu, Kim, Eui Hyun, Kim, Se Hoon, Jain, Rajan, Lee, Seung-Koo
Published in European radiology (01.07.2020)
Published in European radiology (01.07.2020)
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Journal Article
Amide proton transfer imaging to discriminate between low- and high-grade gliomas: added value to apparent diffusion coefficient and relative cerebral blood volume
Choi, Yoon Seong, Ahn, Sung Soo, Lee, Seung-Koo, Chang, Jong Hee, Kang, Seok-Gu, Kim, Se Hoon, Zhou, Jinyuan
Published in European radiology (01.08.2017)
Published in European radiology (01.08.2017)
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Journal Article
Radiomics MRI Phenotyping with Machine Learning to Predict the Grade of Lower-Grade Gliomas: A Study Focused on Nonenhancing Tumors
Park, Yae Won, Choi, Yoon Seong, Ahn, Sung Soo, Chang, Jong Hee, Kim, Se Hoon, Lee, Seung Koo
Published in Korean journal of radiology (01.09.2019)
Published in Korean journal of radiology (01.09.2019)
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Journal Article
AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium
Davatzikos, Christos, Barnholtz-Sloan, Jill S, Bakas, Spyridon, Colen, Rivka, Mahajan, Abhishek, Quintero, Carmen Balaña, Capellades Font, Jaume, Puig, Josep, Jain, Rajan, Sloan, Andrew E, Badve, Chaitra, Marcus, Daniel S, Seong Choi, Yoon, Lee, Seung-Koo, Chang, Jong Hee, Poisson, Laila M, Griffith, Brent, Dicker, Adam P, Flanders, Adam E, Booth, Thomas C, Rathore, Saima, Akbari, Hamed, Sako, Chiharu, Bilello, Michel, Shukla, Gaurav, Fathi Kazerooni, Anahita, Brem, Steven, Lustig, Robert, Mohan, Suyash, Bagley, Stephen, Nasrallah, MacLean, O’Rourke, Donald M
Published in Neuro-oncology (Charlottesville, Va.) (09.06.2020)
Published in Neuro-oncology (Charlottesville, Va.) (09.06.2020)
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Journal Article
Primary central nervous system lymphoma and atypical glioblastoma: differentiation using the initial area under the curve derived from dynamic contrast-enhanced MR and the apparent diffusion coefficient
Choi, Yoon Seong, Lee, Ho-Joon, Ahn, Sung Soo, Chang, Jong Hee, Kang, Seok-Gu, Kim, Eui Hyun, Kim, Se Hoon, Lee, Seung-Koo
Published in European radiology (01.04.2017)
Published in European radiology (01.04.2017)
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Journal Article
Gadolinium deposition in the brain: association with various GBCAs using a generalized additive model
Bae, Sohi, Lee, Ho-Joon, Han, Kyunghwa, Park, Yae-Won, Choi, Yoon Seong, Ahn, Sung Soo, Kim, Jinna, Lee, Seung-Koo
Published in European radiology (01.08.2017)
Published in European radiology (01.08.2017)
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Journal Article
Diffusion tensor imaging radiomics in lower-grade glioma: improving subtyping of isocitrate dehydrogenase mutation status
Park, Chae Jung, Choi, Yoon Seong, Park, Yae Won, Ahn, Sung Soo, Kang, Seok-Gu, Chang, Jong-Hee, Kim, Se Hoon, Lee, Seung-Koo
Published in Neuroradiology (01.03.2020)
Published in Neuroradiology (01.03.2020)
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Journal Article
Application of Dynamic Contrast-Enhanced MRI Parameters for Differentiating Squamous Cell Carcinoma and Malignant Lymphoma of the Oropharynx
Park, Mina, Kim, Jinna, Choi, Yoon Seong, Lee, Seung-Koo, Koh, Yoon Woo, Kim, Se-Heon, Choi, Eun Chang
Published in American journal of roentgenology (1976) (01.02.2016)
Published in American journal of roentgenology (1976) (01.02.2016)
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Journal Article
Amide proton transfer imaging might predict survival and IDH mutation status in high-grade glioma
Joo, Bio, Han, Kyunghwa, Ahn, Sung Soo, Choi, Yoon Seong, Chang, Jong Hee, Kang, Seok-Gu, Kim, Se Hoon, Zhou, Jinyuan, Lee, Seung-Koo
Published in European radiology (01.12.2019)
Published in European radiology (01.12.2019)
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Journal Article
Histological characteristics of small hepatocellular carcinomas showing atypical enhancement patterns on gadoxetic acid-enhanced MR imaging
Choi, Yoon Seong, Rhee, Hyungjin, Choi, Jin-Young, Chung, Yong Eun, Park, Young Nyun, Kim, Ki Whang, Kim, Myeong-Jin
Published in Journal of magnetic resonance imaging (01.06.2013)
Published in Journal of magnetic resonance imaging (01.06.2013)
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