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Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
Akçakaya, Mehmet, Moeller, Steen, Weingärtner, Sebastian, Uğurbil, Kâmil
Published in Magnetic resonance in medicine (01.01.2019)
Published in Magnetic resonance in medicine (01.01.2019)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
An Efficient Segmentation and Classification System in Medical Images Using Intuitionist Possibilistic Fuzzy C-Mean Clustering and Fuzzy SVM Algorithm
Chowdhary, Chiranji Lal, Mittal, Mohit, P., Kumaresan, Pattanaik, P. A., Marszalek, Zbigniew
Published in Sensors (Basel, Switzerland) (13.07.2020)
Published in Sensors (Basel, Switzerland) (13.07.2020)
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Journal Article
Radiogenomics of lower-grade gliomas: machine learning–based MRI texture analysis for predicting 1p/19q codeletion status
Kocak, Burak, Durmaz, Emine Sebnem, Ates, Ece, Sel, Ipek, Turgut Gunes, Saime, Kaya, Ozlem Korkmaz, Zeynalova, Amalya, Kilickesmez, Ozgur
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data
Ahmed, M.N., Yamany, S.M., Mohamed, N., Farag, A.A., Moriarty, T.
Published in IEEE transactions on medical imaging (01.03.2002)
Published in IEEE transactions on medical imaging (01.03.2002)
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Journal Article
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results
Ning, Lipeng, Bonet-Carne, Elisenda, Grussu, Francesco, Sepehrband, Farshid, Kaden, Enrico, Veraart, Jelle, Blumberg, Stefano B., Khoo, Can Son, Palombo, Marco, Kokkinos, Iasonas, Alexander, Daniel C., Coll-Font, Jaume, Scherrer, Benoit, Warfield, Simon K., Karayumak, Suheyla Cetin, Rathi, Yogesh, Koppers, Simon, Weninger, Leon, Ebert, Julia, Merhof, Dorit, Moyer, Daniel, Pietsch, Maximilian, Christiaens, Daan, Gomes Teixeira, Rui Azeredo, Tournier, Jacques-Donald, Schilling, Kurt G., Huo, Yuankai, Nath, Vishwesh, Hansen, Colin, Blaber, Justin, Landman, Bennett A., Zhylka, Andrey, Pluim, Josien P.W., Parker, Greg, Rudrapatna, Umesh, Evans, John, Charron, Cyril, Jones, Derek K., Tax, Chantal M.W.
Published in NeuroImage (Orlando, Fla.) (01.11.2020)
Published in NeuroImage (Orlando, Fla.) (01.11.2020)
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Journal Article
Iterative Image Reconstruction for Sparse-View CT Using Normal-Dose Image Induced Total Variation Prior
Huang, Jing, Zhang, Yunwan, Ma, Jianhua, Zeng, Dong, Bian, Zhaoying, Niu, Shanzhou, Feng, Qianjin, Liang, Zhengrong, Chen, Wufan
Published in PloS one (18.11.2013)
Published in PloS one (18.11.2013)
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Journal Article
Dedicated breast CT: Fibroglandular volume measurements in a diagnostic population
Vedantham, Srinivasan, Shi, Linxi, Karellas, Andrew, O’Connell, Avice M.
Published in Medical physics (Lancaster) (01.12.2012)
Published in Medical physics (Lancaster) (01.12.2012)
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Journal Article
Diagnostic Value of Model-Based Iterative Reconstruction Combined with a Metal Artifact Reduction Algorithm during CT of the Oral Cavity
Kubo, Y., Ito, K., Sone, M., Nagasawa, H., Onishi, Y., Umakoshi, N., Hasegawa, T., Akimoto, T., Kusumoto, M.
Published in American journal of neuroradiology : AJNR (01.11.2020)
Published in American journal of neuroradiology : AJNR (01.11.2020)
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Journal Article
Optimization-based image reconstruction from sparse-view data in offset-detector CBCT
Bian, Junguo, Wang, Jiong, Han, Xiao, Sidky, Emil Y, Shao, Lingxiong, Pan, Xiaochuan
Published in Physics in medicine & biology (21.01.2013)
Published in Physics in medicine & biology (21.01.2013)
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Journal Article
A Direct Algorithm for Optimization Problems With the Huber Penalty
Xu, Jingyan, Noo, Frederic, Tsui, Benjamin M. W.
Published in IEEE transactions on medical imaging (01.01.2018)
Published in IEEE transactions on medical imaging (01.01.2018)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Gulshan, Varun, Peng, Lily, Coram, Marc, Stumpe, Martin C, Wu, Derek, Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Widner, Kasumi, Madams, Tom, Cuadros, Jorge, Kim, Ramasamy, Raman, Rajiv, Nelson, Philip C, Mega, Jessica L, Webster, Dale R
Published in JAMA : the journal of the American Medical Association (13.12.2016)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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Journal Article