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Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations
Fabelo, Himar, Ortega, Samuel, Ravi, Daniele, Kiran, B. Ravi, Sosa, Coralia, Bulters, Diederik, Callicó, Gustavo M., Bulstrode, Harry, Szolna, Adam, Piñeiro, Juan F., Kabwama, Silvester, Madroñal, Daniel, Lazcano, Raquel, J-O’Shanahan, Aruma, Bisshopp, Sara, Hernández, María, Báez, Abelardo, Yang, Guang-Zhong, Stanciulescu, Bogdan, Salvador, Rubén, Juárez, Eduardo, Sarmiento, Roberto
Published in PloS one (19.03.2018)
Published in PloS one (19.03.2018)
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Journal Article
Direct identification of ALK and ROS1 fusions in non-small cell lung cancer from hematoxylin and eosin-stained slides using deep learning algorithms
Mayer, Chen, Ofek, Efrat, Fridrich, Danielle Even, Molchanov, Yossef, Yacobi, Rinat, Gazy, Inbal, Hayun, Ido, Zalach, Jonathan, Paz-Yaacov, Nurit, Barshack, Iris
Published in Modern pathology (01.12.2022)
Published in Modern pathology (01.12.2022)
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Journal Article
Investigating the Role of Image Fusion in Brain Tumor Classification Models Based on Machine Learning Algorithm for Personalized Medicine
Nanmaran, R., Srimathi, S., Yamuna, G., Thanigaivel, S., Vickram, A. S., Priya, A. K., Karthick, Alagar, Karpagam, J., Mohanavel, V., Muhibbullah, M.
Published in Computational and mathematical methods in medicine (07.02.2022)
Published in Computational and mathematical methods in medicine (07.02.2022)
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Journal Article
A Feature Fusion Attention-based Deep Learning Algorithm for Mammographic Architectural Distortion Classification
Rehman, Khalil Ur, Jianqiang, Li, Yasin, Anaa, Bilal, Anas, Basheer, Shakila, Ullah, Inam, Jabbar, Muhammad Kashif, Tian, Yibin
Published in IEEE journal of biomedical and health informatics (03.03.2025)
Published in IEEE journal of biomedical and health informatics (03.03.2025)
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Journal Article
An intelligent healthcare framework for breast cancer diagnosis based on the information fusion of novel deep learning architectures and improved optimization algorithm
Jabeen, Kiran, Khan, Muhammad Attique, Damaševičius, Robertas, Alsenan, Shrooq, Baili, Jamel, Zhang, Yu-Dong, Verma, Amit
Published in Engineering applications of artificial intelligence (01.11.2024)
Published in Engineering applications of artificial intelligence (01.11.2024)
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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
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification
Tang, Peng, Yan, Xintong, Nan, Yang, Xiang, Shao, Krammer, Sebastian, Lasser, Tobias
Published in Medical image analysis (01.02.2022)
Published in Medical image analysis (01.02.2022)
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Journal Article
Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?
Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)
Published in PloS one (10.10.2019)
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Journal Article
Hahn-PCNN-CNN: an end-to-end multi-modal brain medical image fusion framework useful for clinical diagnosis
Guo, Kai, Li, Xiongfei, Hu, Xiaohan, Liu, Jichen, Fan, Tiehu
Published in BMC medical imaging (14.07.2021)
Published in BMC medical imaging (14.07.2021)
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Journal Article
Deep transfer learning based feature fusion model with Bonobo optimization algorithm for enhanced brain tumor segmentation and classification through biomedical imaging
Gurunathan, Pradeep, Srinivasan, Preethi Saroj, S, Ravimaran
Published in Scientific reports (30.09.2025)
Published in Scientific reports (30.09.2025)
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Journal Article
Gastrointestinal tract disease classification from wireless capsule endoscopy images based on deep learning information fusion and Newton Raphson controlled marine predator algorithm
Rubab, Saddaf, Jamshed, Muhammad, Khan, Muhammad Attique, Almujally, Nouf Abdullah, Damaševičius, Robertas, Hussain, Amir, Han, Neunggyu, Nam, Yunyoung
Published in Scientific reports (01.09.2025)
Published in Scientific reports (01.09.2025)
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Journal Article