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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
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
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
Machine Learning Based Multi‐Class Classification and Grading of Squamous Cell Carcinoma in Optical Microscopy
Kaniyala Melanthota, Sindhoora, K. U., Spandana, U., Raghavendra, Rai, Sharada, Nayak, Rakshatha, V. Kistenev, Yuri, Shil, Suranjan, Mahato, K. K., Mazumder, Nirmal
Published in Microscopy research and technique (01.11.2025)
Published in Microscopy research and technique (01.11.2025)
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Journal Article
Comparison of Machine Learning Methods Using Spectralis OCT for Diagnosis and Disability Progression Prognosis in Multiple Sclerosis
Montolío, Alberto, Cegoñino, José, Garcia-Martin, Elena, Pérez del Palomar, Amaya
Published in Annals of biomedical engineering (01.05.2022)
Published in Annals of biomedical engineering (01.05.2022)
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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
Diagnostic Potential of Imaging Flow Cytometry
Doan, Minh, Vorobjev, Ivan, Rees, Paul, Filby, Andrew, Wolkenhauer, Olaf, Goldfeld, Anne E., Lieberman, Judy, Barteneva, Natasha, Carpenter, Anne E., Hennig, Holger
Published in Trends in biotechnology (Regular ed.) (01.07.2018)
Published in Trends in biotechnology (Regular ed.) (01.07.2018)
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Journal Article
An Analysis of New Feature Extraction Methods Based on Machine Learning Methods for Classification Radiological Images
Zadeh, Firoozeh Abolhasani, Ardalani, Mohammadreza Vazifeh, Salehi, Ali Rezaei, Jalali Farahani, Roza, Hashemi, Mandana, Mohammed, Adil Hussein
Published in Computational intelligence and neuroscience (25.05.2022)
Published in Computational intelligence and neuroscience (25.05.2022)
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Journal Article
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks
Moazami, Saeed, Ray, Deep, Pelletier, Daniel, Oberai, Assad A.
Published in IEEE transactions on medical imaging (01.03.2024)
Published in IEEE transactions on medical imaging (01.03.2024)
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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
Fast Viral Diagnostics: FTIR-Based Identification, Strain-Typing, and Structural Characterization of SARS-CoV‑2
Lahiri, Pooja, Das, Souvik, Thakur, Shivani, Mehra, Rukmankesh, Ranjan, Piyush, Wig, Naveet, Dar, Lalit, Bhattacharyya, Tarun Kanti, Sengupta, Sanghamitra, Lahiri, Basudev
Published in Analytical chemistry (Washington) (17.09.2024)
Published in Analytical chemistry (Washington) (17.09.2024)
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Journal Article
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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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