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Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders
Martinez-Murcia, Francisco J., Ortiz, Andres, Gorriz, Juan-Manuel, Ramirez, Javier, Castillo-Barnes, Diego
Published in IEEE journal of biomedical and health informatics (01.01.2020)
Published in IEEE journal of biomedical and health informatics (01.01.2020)
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Journal Article
Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms
Maghdid, Halgurd S, Asaad, Aras T, Ghafoor, Kayhan Zrar, Sadiq, Ali Safaa, Mirjalili, Seyedali, Khan, Muhammad Khurram
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
Published in Multimodal Image Exploitation and Learning 2021 (12.04.2021)
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Conference Proceeding
Multimodal brain tumor segmentation and classification from MRI scans based on optimized DeepLabV3+ and interpreted networks information fusion empowered with explainable AI
Ullah, Muhammad Sami, Khan, Muhammad Attique, Albarakati, Hussain Mobarak, Damaševičius, Robertas, Alsenan, Shrooq
Published in Computers in biology and medicine (01.11.2024)
Published in Computers in biology and medicine (01.11.2024)
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Journal Article
Detection and classification of brain tumor using a hybrid learning model in CT scan images
Ghasemi, Roja, Islam, Naveed, Bayat, Samin, Shabir, Muhammad, Rahman, Shahid, Amin, Farhan, de la Torre, Isabel, Castilla, Ángel Kuc, García, Debora Libertad Ramírez Vargas
Published in Scientific reports (08.10.2025)
Published in Scientific reports (08.10.2025)
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Journal Article
Radiomics-based automated machine learning for differentiating focal liver lesions on unenhanced computed tomography
Yang, Nan, Ma, Zhuangxuan, Zhang, Ling, Ji, Wenbin, Xi, Qian, Li, Ming, Jin, Liang
Published in Abdominal imaging (01.05.2025)
Published in Abdominal imaging (01.05.2025)
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Journal Article
Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks
Punjabi, Arjun, Martersteck, Adam, Wang, Yanran, Parrish, Todd B., Katsaggelos, Aggelos K.
Published in PloS one (05.12.2019)
Published in PloS one (05.12.2019)
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Journal Article
Diagnosis and Detection of Alzheimer's Disease Using Learning Algorithm
Shukla, Gargi Pant, Kumar, Santosh, Pandey, Saroj Kumar, Agarwal, Rohit, Varshney, Neeraj, Kumar, Ankit
Published in Big Data Mining and Analytics (01.12.2023)
Published in Big Data Mining and Analytics (01.12.2023)
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Journal Article
Deep learning-based liver segmentation for fusion-guided intervention
Fang, Xi, Xu, Sheng, Wood, Bradford J., Yan, Pingkun
Published in International journal for computer assisted radiology and surgery (01.06.2020)
Published in International journal for computer assisted radiology and surgery (01.06.2020)
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Journal Article
Cutting-edge multi-task model: unveiling COVID-19 through fusion of image processing algorithms
Kordnoori, Shirin, Sabeti, Maliheh, Mostafaei, Hamidreza, Seyed Agha Banihashemi, Saeed
Published in Computer methods in biomechanics and biomedical engineering. (31.12.2024)
Published in Computer methods in biomechanics and biomedical engineering. (31.12.2024)
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Journal Article
Early diagnosis of COVID-19-affected patients based on X-ray and computed tomography images using deep learning algorithm
Dansana, Debabrata, Kumar, Raghvendra, Bhattacharjee, Aishik, Hemanth, D Jude, Gupta, Deepak, Khanna, Ashish, Castillo, Oscar
Published in Soft computing (Berlin, Germany) (01.03.2023)
Published in Soft computing (Berlin, Germany) (01.03.2023)
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Journal Article
Classification algorithms with multi-modal data fusion could accurately distinguish neuromyelitis optica from multiple sclerosis
Eshaghi, Arman, Riyahi-Alam, Sadjad, Saeedi, Roghayyeh, Roostaei, Tina, Nazeri, Arash, Aghsaei, Aida, Doosti, Rozita, Ganjgahi, Habib, Bodini, Benedetta, Shakourirad, Ali, Pakravan, Manijeh, Ghana'ati, Hossein, Firouznia, Kavous, Zarei, Mojtaba, Azimi, Amir Reza, Sahraian, Mohammad Ali
Published in NeuroImage clinical (01.01.2015)
Published in NeuroImage clinical (01.01.2015)
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Journal Article
Multi-channel convolutional neural network architectures for thyroid cancer detection
Zhang, Xinyu, Lee, Vincent C. S., Rong, Jia, Liu, Feng, Kong, Haoyu
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
RETRACTED ARTICLE: Early diagnosis of COVID-19-affected patients based on X-ray and computed tomography images using deep learning algorithm
Dansana, Debabrata, Kumar, Raghvendra, Bhattacharjee, Aishik, Hemanth, D. Jude, Gupta, Deepak, Khanna, Ashish, Castillo, Oscar
Published in Soft computing (Berlin, Germany) (01.03.2023)
Published in Soft computing (Berlin, Germany) (01.03.2023)
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Journal Article
COVID-19 pneumonia level detection using deep learning algorithm and transfer learning
Ali, Abbas M., Ghafoor, Kayhan, Mulahuwaish, Aos, Maghdid, Halgurd
Published in Evolutionary intelligence (01.04.2024)
Published in Evolutionary intelligence (01.04.2024)
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Journal Article
Development of a deep-learning algorithm for etiological classification of subarachnoid hemorrhage using non-contrast CT scans
Chen, Lingxu, Wang, Xiaochen, Li, Yuanjun, Bao, Yang, Wang, Sihui, Zhao, Xuening, Yuan, Mengyuan, Kang, Jianghe, Sun, Shengjun
Published in European radiology (01.11.2025)
Published in European radiology (01.11.2025)
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Journal Article
Precise higher-order reflectivity and morphology models for early diagnosis of diabetic retinopathy using OCT images
Sharafeldeen, A., Elsharkawy, M., Khalifa, F., Soliman, A., Ghazal, M., AlHalabi, M., Yaghi, M., Alrahmawy, M., Elmougy, S., Sandhu, H. S., El-Baz, A.
Published in Scientific reports (25.02.2021)
Published in Scientific reports (25.02.2021)
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Journal Article
COVID-19 CT-images diagnosis and severity assessment using machine learning algorithm
Albataineh, Zaid, Aldrweesh, Fatima, Alzubaidi, Mohammad A.
Published in Cluster computing (01.02.2024)
Published in Cluster computing (01.02.2024)
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Journal Article