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A Generative Probabilistic Model and Discriminative Extensions for Brain Lesion Segmentation- With Application to Tumor and Stroke
Menze, Bjoern H., Van Leemput, Koen, Lashkari, Danial, Riklin-Raviv, Tammy, Geremia, Ezequiel, Alberts, Esther, Gruber, Philipp, Wegener, Susanne, Weber, Marc-Andre, Szekely, Gabor, Ayache, Nicholas, Golland, Polina
Published in IEEE transactions on medical imaging (01.04.2016)
Published in IEEE transactions on medical imaging (01.04.2016)
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Journal Article
Bayesian algorithms for joint estimation of brain activity and noise in electromagnetic imaging
Cai, Chang, Kang, Huicong, Hashemi, Ali, Chen, Dan, Diwakar, Mithun, Haufe, Stefan, Sekihara, Kensuke, Wu, Wei, Nagarajan, Srikantan S.
Published in IEEE Transactions on Medical Imaging (01.03.2023)
Published in IEEE Transactions on Medical Imaging (01.03.2023)
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Journal Article
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models
Bridge, Joshua, Meng, Yanda, Zhao, Yitian, Du, Yong, Zhao, Mingfeng, Sun, Renrong, Zheng, Yalin
Published in IEEE journal of biomedical and health informatics (01.10.2020)
Published in IEEE journal of biomedical and health informatics (01.10.2020)
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Journal Article
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks
Jimenez-del-Toro, Oscar, Muller, Henning, Krenn, Markus, Gruenberg, Katharina, Aziz Taha, Abdel, Winterstein, Marianne, Eggel, Ivan, Foncubierta-Rodriguez, Antonio, Goksel, Orcun, Jakab, Andras, Kontokotsios, Georgios, Langs, Georg, Menze, Bjoern H., Salas Fernandez, Tomas, Schaer, Roger, Walleyo, Anna, Weber, Marc-Andre, Dicente Cid, Yashin, Gass, Tobias, Heinrich, Mattias, Jia, Fucang, Kahl, Fredrik, Kechichian, Razmig, Mai, Dominic, Spanier, Assaf B., Vincent, Graham, Wang, Chunliang, Wyeth, Daniel, Hanbury, Allan
Published in IEEE transactions on medical imaging (01.11.2016)
Published in IEEE transactions on medical imaging (01.11.2016)
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Journal Article
DiBa: A Data-Driven Bayesian Algorithm for Sleep Spindle Detection
Babadi, Behtash, McKinney, Scott M., Tarokh, Vahid, Ellenbogen, Jeffrey M.
Published in IEEE transactions on biomedical engineering (01.02.2012)
Published in IEEE transactions on biomedical engineering (01.02.2012)
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Journal Article
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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Journal Article
Unsupervised Segmentation of Overlapped Nuclei Using Bayesian Classification
Jung, Chanho, Kim, Changick, Chae, Seoung Wan, Oh, Sukjoong
Published in IEEE transactions on biomedical engineering (01.12.2010)
Published in IEEE transactions on biomedical engineering (01.12.2010)
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Journal Article
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs
Niemeijer, Meindert, van Ginneken, Bram, Cree, Michael J, Mizutani, Atsushi, Quellec, Gwenole, Sanchez, Clara I, Zhang, Bob, Hornero, Roberto, Lamard, Mathieu, Muramatsu, Chisako, Wu, Xiangqian, Cazuguel, Guy, You, Jane, Mayo, AgustIn, Qin Li, Hatanaka, Yuji, Cochener, Beatrice, Roux, Christian, Karray, Fakhri, Garcia, MarIa, Fujita, Hiroshi, Abramoff, Michael D
Published in IEEE transactions on medical imaging (01.01.2010)
Published in IEEE transactions on medical imaging (01.01.2010)
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Journal Article
Development of Algorithms for Automated Detection of Cervical Pre-Cancers With a Low-Cost, Point-of-Care, Pocket Colposcope
Asiedu, Mercy Nyamewaa, Simhal, Anish, Chaudhary, Usamah, Mueller, Jenna L., Lam, Christopher T., Schmitt, John W., Venegas, Gino, Sapiro, Guillermo, Ramanujam, Nimmi
Published in IEEE transactions on biomedical engineering (01.08.2019)
Published in IEEE transactions on biomedical engineering (01.08.2019)
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Journal Article
A Machine Vision Approach for Classification of Skin Cancer Using Hybrid Texture Features
Zareen, Syeda Shamaila, Guangmin, Sun, Li, Yu, Kundi, Mahwish, Qadri, Salman, Qadri, Syed Furqan, Ahmad, Mubashir, Khan, Ali Haider
Published in Computational intelligence and neuroscience (18.07.2022)
Published in Computational intelligence and neuroscience (18.07.2022)
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Journal Article
Surface normal overlap: a computer-aided detection algorithm with application to colonic polyps and lung nodules in helical CT
Paik, D.S., Beaulieu, C.F., Rubin, G.D., Acar, B., Jeffrey, R.B., Yee, J., Dey, J., Napel, S.
Published in IEEE transactions on medical imaging (01.06.2004)
Published in IEEE transactions on medical imaging (01.06.2004)
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Journal Article
Metadata and Image Features Co-Aware Personalized Federated Learning for Smart Healthcare
Jin, Tong, Pan, Shujia, Li, Xue, Chen, Siguang
Published in IEEE journal of biomedical and health informatics (01.08.2023)
Published in IEEE journal of biomedical and health informatics (01.08.2023)
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Journal Article
Quantitative comparison of FBP, EM, and Bayesian reconstruction algorithms for the IndyPET scanner
Frese, T., Rouze, N.C., Bouman, C.A., Sauer, K., Hutchins, G.D.
Published in IEEE transactions on medical imaging (01.02.2003)
Published in IEEE transactions on medical imaging (01.02.2003)
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Journal Article
A Feasibility Study of Extracting Tissue Textures From a Previous Full-Dose CT Database as Prior Knowledge for Bayesian Reconstruction of Current Low-Dose CT Images
Gao, Yongfeng, Liang, Zhengrong, Moore, William, Zhang, Hao, Pomeroy, Marc J., Ferretti, John A., Bilfinger, Thomas V., Ma, Jianhua, Lu, Hongbing
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
Efficient Multilevel Brain Tumor Segmentation With Integrated Bayesian Model Classification
Corso, J.J., Sharon, E., Dube, S., El-Saden, S., Sinha, U., Yuille, A.
Published in IEEE transactions on medical imaging (01.05.2008)
Published in IEEE transactions on medical imaging (01.05.2008)
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Journal Article