Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
Yang, Junlin, Dvornek, Nicha C, Zhang, Fan, Chapiro, Julius, Lin, MingDe, Duncan, James S
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.10.2019)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.10.2019)
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Journal Article
Neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios as predictors of tumor response in hepatocellular carcinoma after DEB-TACE
Schobert, Isabel Theresa, Savic, Lynn Jeanette, Chapiro, Julius, Bousabarah, Khaled, Chen, Evan, Laage-Gaupp, Fabian, Tefera, Jonathan, Nezami, Nariman, Lin, MingDe, Pollak, Jeffrey, Schlachter, Todd
Published in European radiology (01.10.2020)
Published in European radiology (01.10.2020)
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Deep learning for liver tumor diagnosis part I: development of a convolutional neural network classifier for multi-phasic MRI
Hamm, Charlie A., Wang, Clinton J., Savic, Lynn J., Ferrante, Marc, Schobert, Isabel, Schlachter, Todd, Lin, MingDe, Duncan, James S., Weinreb, Jeffrey C., Chapiro, Julius, Letzen, Brian
Published in European radiology (01.07.2019)
Published in European radiology (01.07.2019)
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Automated detection and delineation of hepatocellular carcinoma on multiphasic contrast-enhanced MRI using deep learning
Bousabarah, Khaled, Letzen, Brian, Tefera, Jonathan, Savic, Lynn, Schobert, Isabel, Schlachter, Todd, Staib, Lawrence H., Kocher, Martin, Chapiro, Julius, Lin, MingDe
Published in Abdominal imaging (01.01.2021)
Published in Abdominal imaging (01.01.2021)
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Deep learning–assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver
Oestmann, Paula M., Wang, Clinton J., Savic, Lynn J., Hamm, Charlie A., Stark, Sophie, Schobert, Isabel, Gebauer, Bernhard, Schlachter, Todd, Lin, MingDe, Weinreb, Jeffrey C., Batra, Ramesh, Mulligan, David, Zhang, Xuchen, Duncan, James S., Chapiro, Julius
Published in European radiology (01.07.2021)
Published in European radiology (01.07.2021)
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Deep learning for liver tumor diagnosis part II: convolutional neural network interpretation using radiologic imaging features
Wang, Clinton J., Hamm, Charlie A., Savic, Lynn J., Ferrante, Marc, Schobert, Isabel, Schlachter, Todd, Lin, MingDe, Weinreb, Jeffrey C., Duncan, James S., Chapiro, Julius, Letzen, Brian
Published in European radiology (01.07.2019)
Published in European radiology (01.07.2019)
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Image Guidance for Endovascular Repair of Complex Aortic Aneurysms: Comparison of Two-dimensional and Three-dimensional Angiography and Image Fusion
Tacher, Vania, MD, Lin, MingDe, PhD, Desgranges, Pascal, MD, PhD, Deux, Jean-Francois, MD, PhD, Grünhagen, Thijs, PhD, Becquemin, Jean-Pierre, MD, Luciani, Alain, MD, PhD, Rahmouni, Alain, MD, Kobeiter, Hicham, MD
Published in Journal of vascular and interventional radiology (01.11.2013)
Published in Journal of vascular and interventional radiology (01.11.2013)
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Direct and indirect strategies of deep-learning-based attenuation correction for general purpose and dedicated cardiac SPECT
Chen, Xiongchao, Zhou, Bo, Xie, Huidong, Shi, Luyao, Liu, Hui, Holler, Wolfgang, Lin, MingDe, Liu, Yi-Hwa, Miller, Edward J., Sinusas, Albert J., Liu, Chi
Published in European journal of nuclear medicine and molecular imaging (01.07.2022)
Published in European journal of nuclear medicine and molecular imaging (01.07.2022)
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Role of 3D quantitative tumor analysis for predicting overall survival after conventional chemoembolization of intrahepatic cholangiocarcinoma
Rexha, Irvin, Laage-Gaupp, Fabian, Chapiro, Julius, Miszczuk, Milena Anna, van Breugel, Johanna Maria Mijntje, Lin, MingDe, Konstantinidis, Menelaos, Duran, Rafael, Gebauer, Bernhard, Georgiades, Christos, Hong, Kelvin, Nezami, Nariman
Published in Scientific reports (29.04.2021)
Published in Scientific reports (29.04.2021)
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Extracellular pH mapping of liver cancer on a clinical 3T MRI scanner
Coman, Daniel, Peters, Dana C., Walsh, John J., Savic, Lynn J., Huber, Steffen, Sinusas, Albert J., Lin, MingDe, Chapiro, Julius, Constable, R. Todd, Rothman, Douglas L., Duncan, James S., Hyder, Fahmeed
Published in Magnetic resonance in medicine (01.05.2020)
Published in Magnetic resonance in medicine (01.05.2020)
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Reliable prediction of survival in advanced-stage hepatocellular carcinoma treated with sorafenib: comparing 1D and 3D quantitative tumor response criteria on MRI
Doemel, Luzie A., Chapiro, Julius, Laage Gaupp, Fabian, Savic, Lynn Jeanette, Kucukkaya, Ahmet S., Petukhova, Alexandra, Tefera, Jonathan, Zeevi, Tal, Lin, MingDe, Schlachter, Todd, Jaffe, Ariel, Strazzabosco, Mario, Patel, Timil, Stein, Stacey M.
Published in European radiology (01.05.2021)
Published in European radiology (01.05.2021)
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Predicting tumor recurrence on baseline MR imaging in patients with early-stage hepatocellular carcinoma using deep machine learning
Kucukkaya, Ahmet Said, Zeevi, Tal, Chai, Nathan Xianming, Raju, Rajiv, Haider, Stefan Philipp, Elbanan, Mohamed, Petukhova-Greenstein, Alexandra, Lin, MingDe, Onofrey, John, Nowak, Michal, Cooper, Kirsten, Thomas, Elizabeth, Santana, Jessica, Gebauer, Bernhard, Mulligan, David, Staib, Lawrence, Batra, Ramesh, Chapiro, Julius
Published in Scientific reports (10.05.2023)
Published in Scientific reports (10.05.2023)
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Comparison of metabolic and immunologic responses to transarterial chemoembolization with different chemoembolic regimens in a rabbit VX2 liver tumor model
Doemel, Luzie A., Santana, Jessica G., Savic, Lynn J., Gaupp, Fabian M. Laage, Borde, Tabea, Petukhova-Greenstein, Alexandra, Kucukkaya, Ahmet S., Schobert, Isabel T., Hamm, Charlie A., Gebauer, Bernhard, Walsh, John J., Rexha, Irvin, Hyder, Fahmeed, Lin, MingDe, Madoff, David C., Schlachter, Todd, Chapiro, Julius, Coman, Daniel
Published in European radiology (01.04.2022)
Published in European radiology (01.04.2022)
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Clinical implementation of artificial intelligence in neuroradiology with development of a novel workflow-efficient picture archiving and communication system-based automated brain tumor segmentation and radiomic feature extraction
Aboian, Mariam, Bousabarah, Khaled, Kazarian, Eve, Zeevi, Tal, Holler, Wolfgang, Merkaj, Sara, Cassinelli Petersen, Gabriel, Bahar, Ryan, Subramanian, Harry, Sunku, Pranay, Schrickel, Elizabeth, Bhawnani, Jitendra, Zawalich, Mathew, Mahajan, Amit, Malhotra, Ajay, Payabvash, Sam, Tocino, Irena, Lin, MingDe, Westerhoff, Malte
Published in Frontiers in neuroscience (13.10.2022)
Published in Frontiers in neuroscience (13.10.2022)
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Identifying enhancement-based staging markers on baseline MRI in patients with colorectal cancer liver metastases undergoing intra-arterial tumor therapy
Ghani, Mansur A., Fereydooni, Arash, Chen, Evan, Letzen, Brian, Laage-Gaupp, Fabian, Nezami, Nariman, Deng, Yanhong, Gan, Geliang, Thakur, Vinayak, Lin, MingDe, Papademetris, Xenophon, Schernthaner, Ruediger E., Huber, Steffen, Chapiro, Julius, Hong, Kelvin, Georgiades, Christos
Published in European radiology (01.12.2021)
Published in European radiology (01.12.2021)
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Automated feature quantification of Lipiodol as imaging biomarker to predict therapeutic efficacy of conventional transarterial chemoembolization of liver cancer
Stark, Sophie, Wang, Clinton, Savic, Lynn Jeanette, Letzen, Brian, Schobert, Isabel, Miszczuk, Milena, Murali, Nikitha, Oestmann, Paula, Gebauer, Bernhard, Lin, MingDe, Duncan, James, Schlachter, Todd, Chapiro, Julius
Published in Scientific reports (22.10.2020)
Published in Scientific reports (22.10.2020)
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Identifying Staging Markers for Hepatocellular Carcinoma before Transarterial Chemoembolization: Comparison of Three-dimensional Quantitative versus Non-three-dimensional Imaging Markers
Chapiro, Julius, Duran, Rafael, Lin, MingDe, Schernthaner, Rüdiger E, Wang, Zhijun, Gorodetski, Boris, Geschwind, Jean-François
Published in Radiology (01.05.2015)
Published in Radiology (01.05.2015)
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Application of novel PACS-based informatics platform to identify imaging based predictors of CDKN2A allelic status in glioblastomas
Tillmanns, Niklas, Lost, Jan, Tabor, Joanna, Vasandani, Sagar, Vetsa, Shaurey, Marianayagam, Neelan, Yalcin, Kanat, Erson-Omay, E. Zeynep, von Reppert, Marc, Jekel, Leon, Merkaj, Sara, Ramakrishnan, Divya, Avesta, Arman, de Oliveira Santo, Irene Dixe, Jin, Lan, Huttner, Anita, Bousabarah, Khaled, Ikuta, Ichiro, Lin, MingDe, Aneja, Sanjay, Turowski, Bernd, Aboian, Mariam, Moliterno, Jennifer
Published in Scientific reports (22.12.2023)
Published in Scientific reports (22.12.2023)
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Outcomes of repeat conventional transarterial chemoembolization in patients with liver metastases
Ghabili, Kamyar, Windham-Herman, Austin-Marley, Konstantinidis, Menelaos, Murali, Nikitha, Borde, Tabea, Adam, Lucas C., Laage-Gaupp, Fabian, Lin, MingDe, Chapiro, Julius, Georgiades, Christos, Nezami, Nariman
Published in Annals of hepatology (01.11.2024)
Published in Annals of hepatology (01.11.2024)
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