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Image Synthesis in Multi-Contrast MRI With Conditional Generative Adversarial Networks
Dar, Salman UH, Yurt, Mahmut, Karacan, Levent, Erdem, Aykut, Erdem, Erkut, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.10.2019)
Published in IEEE transactions on medical imaging (01.10.2019)
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Brain Tumor Detection and Classification by MRI Using Biologically Inspired Orthogonal Wavelet Transform and Deep Learning Techniques
Arif, Muhammad, Ajesh, F., Shamsudheen, Shermin, Geman, Oana, Izdrui, Diana, Vicoveanu, Dragos
Published in Journal of healthcare engineering (10.01.2022)
Published in Journal of healthcare engineering (10.01.2022)
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Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?: A Feasibility Study
Kleesiek, Jens, Morshuis, Jan Nikolas, Isensee, Fabian, Deike-Hofmann, Katerina, Paech, Daniel, Kickingereder, Philipp, Köthe, Ullrich, Rother, Carsten, Forsting, Michael, Wick, Wolfgang, Bendszus, Martin, Schlemmer, Heinz-Peter, Radbruch, Alexander
Published in Investigative radiology (01.10.2019)
Published in Investigative radiology (01.10.2019)
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A novel fully automated MRI-based deep-learning method for classification of IDH mutation status in brain gliomas
Bangalore Yogananda, Chandan Ganesh, Shah, Bhavya R, Vejdani-Jahromi, Maryam, Nalawade, Sahil S, Murugesan, Gowtham K, Yu, Frank F, Pinho, Marco C, Wagner, Benjamin C, Mickey, Bruce, Patel, Toral R, Fei, Baowei, Madhuranthakam, Ananth J, Maldjian, Joseph A
Published in Neuro-oncology (Charlottesville, Va.) (05.03.2020)
Published in Neuro-oncology (Charlottesville, Va.) (05.03.2020)
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MRI-only brain radiotherapy: Assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach
Kazemifar, Samaneh, McGuire, Sarah, Timmerman, Robert, Wardak, Zabi, Nguyen, Dan, Park, Yang, Jiang, Steve, Owrangi, Amir
Published in Radiotherapy and oncology (01.07.2019)
Published in Radiotherapy and oncology (01.07.2019)
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GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images
Elazab, Ahmed, Wang, Changmiao, Gardezi, Syed Jamal Safdar, Bai, Hongmin, Hu, Qingmao, Wang, Tianfu, Chang, Chunqi, Lei, Baiying
Published in Neural networks (01.12.2020)
Published in Neural networks (01.12.2020)
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MRI-Based Deep-Learning Method for Determining Glioma MGMT Promoter Methylation Status
Yogananda, C.G.B., Shah, B.R., Nalawade, S.S., Murugesan, G.K., Yu, F.F., Pinho, M.C., Wagner, B.C., Mickey, B., Patel, T.R., Fei, B., Madhuranthakam, A.J., Maldjian, J.A.
Published in American journal of neuroradiology : AJNR (01.05.2021)
Published in American journal of neuroradiology : AJNR (01.05.2021)
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Synthesizing Contrast-Enhanced MR Images from Noncontrast MR Images Using Deep Learning
Murugesan, Gowtham, Yu, Fang F., Achilleos, Michael, DeBevits, John, Nalawade, Sahil, Ganesh, Chandan, Wagner, Ben, Madhuranthakam, Ananth J, Maldjian, Joseph A.
Published in American journal of neuroradiology : AJNR (01.03.2024)
Published in American journal of neuroradiology : AJNR (01.03.2024)
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DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks—application to CEST imaging of the human brain at 3T
Glang, Felix, Deshmane, Anagha, Prokudin, Sergey, Martin, Florian, Herz, Kai, Lindig, Tobias, Bender, Benjamin, Scheffler, Klaus, Zaiss, Moritz
Published in Magnetic resonance in medicine (01.07.2020)
Published in Magnetic resonance in medicine (01.07.2020)
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The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics
Bakas, Spyridon, Sako, Chiharu, Akbari, Hamed, Bilello, Michel, Sotiras, Aristeidis, Shukla, Gaurav, Rudie, Jeffrey D., Santamaría, Natali Flores, Kazerooni, Anahita Fathi, Pati, Sarthak, Rathore, Saima, Mamourian, Elizabeth, Ha, Sung Min, Parker, William, Doshi, Jimit, Baid, Ujjwal, Bergman, Mark, Binder, Zev A., Verma, Ragini, Lustig, Robert A., Desai, Arati S., Bagley, Stephen J., Mourelatos, Zissimos, Morrissette, Jennifer, Watt, Christopher D., Brem, Steven, Wolf, Ronald L., Melhem, Elias R., Nasrallah, MacLean P., Mohan, Suyash, O’Rourke, Donald M., Davatzikos, Christos
Published in Scientific data (29.07.2022)
Published in Scientific data (29.07.2022)
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Invasion of white matter tracts by glioma stem cells is regulated by a NOTCH1–SOX2 positive-feedback loop
Wang, Jun, Xu, Sen-Lin, Duan, Jiang-Jie, Yi, Liang, Guo, Yu-Feng, Shi, Yu, Li, Lin, Yang, Ze-Yu, Liao, Xue-Mei, Cai, Jiao, Zhang, Yan-Qi, Xiao, Hua-Liang, Yin, Li, Wu, Hao, Zhang, Jing-Na, Lv, Sheng-Qing, Yang, Qing-Kai, Yang, Xiao-Jun, Jiang, Tao, Zhang, Xia, Bian, Xiu-Wu, Yu, Shi-Cang
Published in Nature neuroscience (01.01.2019)
Published in Nature neuroscience (01.01.2019)
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CEST MR fingerprinting (CEST‐MRF) for brain tumor quantification using EPI readout and deep learning reconstruction
Cohen, Ouri, Yu, Victoria Y., Tringale, Kathryn R., Young, Robert J., Perlman, Or, Farrar, Christian T., Otazo, Ricardo
Published in Magnetic resonance in medicine (01.01.2023)
Published in Magnetic resonance in medicine (01.01.2023)
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The QIBA Profile for Dynamic Susceptibility Contrast MRI Quantitative Imaging Biomarkers for Assessing Gliomas
Shiroishi, Mark S, Erickson, Bradley J, Hu, Leland S, Barboriak, Daniel P, Becerra, Lino, Bell, Laura C, Boss, Michael A, Boxerman, Jerrold L, Cen, Steven, Cimino, Lisa, Fan, Zhaoyang, Keenan, Kathryn E, Kirsch, John E, Ameli, Nima, Nazemi, Sina, Quarles, C Chad, Rosen, Mark A, Rodriguez, Luis, Schmainda, Kathleen M, Zahlmann, Gudrun, Zhou, Yuxiang, Obuchowski, Nancy, Wu, Ona
Published in Radiology (01.12.2024)
Published in Radiology (01.12.2024)
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Prediction of IDH1 -Mutation and 1p/19q-Codeletion Status Using Preoperative MR Imaging Phenotypes in Lower Grade Gliomas
Park, Y.W., Han, K., Ahn, S.S., Bae, S., Choi, Y.S., Chang, J.H., Kim, S.H., Kang, S.-G., Lee, S.-K.
Published in American journal of neuroradiology : AJNR (01.01.2018)
Published in American journal of neuroradiology : AJNR (01.01.2018)
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Phase 1 Safety, Pharmacokinetics, and Fluorescence Imaging Study of Tozuleristide (BLZ-100) in Adults With Newly Diagnosed or Recurrent Gliomas
Patil, Chirag G, Walker, David G, Miller, Dennis M, Butte, Pramod, Morrison, Beth, Kittle, David S, Hansen, Stacey J, Nufer, Kaitlin L, Byrnes-Blake, Kelly A, Yamada, Miko, Lin, Lynlee L, Pham, Kim, Perry, Jeff, Parrish-Novak, Julia, Ishak, Laura, Prow, Tarl, Black, Keith, Mamelak, Adam N
Published in Neurosurgery (01.10.2019)
Published in Neurosurgery (01.10.2019)
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Brain tumor segmentation using holistically nested neural networks in MRI images
Zhuge, Ying, Krauze, Andra V., Ning, Holly, Cheng, Jason Y., Arora, Barbara C., Camphausen, Kevin, Miller, Robert W.
Published in Medical physics (Lancaster) (01.10.2017)
Published in Medical physics (Lancaster) (01.10.2017)
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Incorporation of Edited MRS into Clinical Practice May Improve Care of Patients with IDH -Mutant Glioma
Nichelli, Lucia, Cadin, Capucine, Lazzari, Patrizia, Mathon, Bertrand, Touat, Mehdi, Sanson, Marc, Bielle, Franck, Marjańska, Małgorzata, Lehéricy, Stéphane, Branzoli, Francesca
Published in American journal of neuroradiology : AJNR (01.01.2025)
Published in American journal of neuroradiology : AJNR (01.01.2025)
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Comparison of deep learning synthesis of synthetic CTs using clinical MRI inputs
Massa, Haley A, Johnson, Jacob M, McMillan, Alan B
Published in Physics in medicine & biology (23.12.2020)
Published in Physics in medicine & biology (23.12.2020)
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