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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
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
Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference
Lipkova, Jana, Angelikopoulos, Panagiotis, Wu, Stephen, Alberts, Esther, Wiestler, Benedikt, Diehl, Christian, Preibisch, Christine, Pyka, Thomas, Combs, Stephanie E., Hadjidoukas, Panagiotis, Van Leemput, Koen, Koumoutsakos, Petros, Lowengrub, John, Menze, Bjoern
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
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
Usefulness of regional right ventricular and right atrial strain for prediction of early and late right ventricular failure following a left ventricular assist device implant: A machine learning approach
Bellavia, Diego, Iacovoni, Attilio, Agnese, Valentina, Falletta, Calogero, Coronnello, Claudia, Pasta, Salvatore, Novo, Giuseppina, di Gesaro, Gabriele, Senni, Michele, Maalouf, Joseph, Sciacca, Sergio, Pilato, Michele, Simon, Marc, Clemenza, Francesco, Gorcsan, 3rd, Sir John
Published in International journal of artificial organs (01.05.2020)
Published in International journal of artificial organs (01.05.2020)
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Journal Article
Intelligent Bi-Dimensional Skin Biopsies of Rheumatoid Arthritis Based on Raman Spectral Imaging and Machine Learning
Ma, Rongheng, Zhou, Liping, Jiang, Shuang, Zhao, Xiaojiao, Ma, Ruiyao, Sun, Jin, Xia, Ling, Liu, Xu, Wang, Xiaoting, Meng, Qingyu, Yu, Huimin, Li, Yang
Published in Analytical chemistry (Washington) (08.04.2025)
Published in Analytical chemistry (Washington) (08.04.2025)
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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
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
Quantitative Susceptibility Mapping (QSM) Algorithms: Mathematical Rationale and Computational Implementations
Kee, Youngwook, Liu, Zhe, Zhou, Liangdong, Dimov, Alexey, Cho, Junghun, de Rochefort, Ludovic, Seo, Jin Keun, Wang, Yi
Published in IEEE transactions on biomedical engineering (01.11.2017)
Published in IEEE transactions on biomedical engineering (01.11.2017)
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Journal Article
Time of Flight Transmission Mode Ultrasound Computed Tomography With Expected Gradient and Boundary Optimization
Ceccato, Roberto C., Pigatto, Andre V., Aster, Richard C., Pai, Chi-Nan, Mueller, Jennifer L., Furuie, Sergio S.
Published in IEEE transactions on biomedical engineering (01.09.2025)
Published in IEEE transactions on biomedical engineering (01.09.2025)
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Journal Article
A Novel and Secure Machine Learning-Based Hyperledger Blockchain for IoT Healthcare
Aslam, Sidra, Aslam, Saba, Wang, Taotao, Feng, Daquan, Zhang, Shengli
Published in IEEE internet of things journal (01.08.2025)
Published in IEEE internet of things journal (01.08.2025)
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Journal Article