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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
Enhancing neurological disease diagnostics: fusion of deep transfer learning with optimization algorithm for acute brain stroke prediction using facial images
Alrowais, Fadwa, Alqahtani, Mohammed, Khan, Jahangir, Miled, Achraf Ben, Albalawneh, Da’ad, Alkharashi, Abdulwhab, Al Zanin, Samah, Marzouk, Radwa
Published in Scientific reports (10.04.2025)
Published in Scientific reports (10.04.2025)
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Journal Article
Diagnostic Support for Selected Paediatric Pulmonary Diseases Using Answer-Pattern Recognition in Questionnaires Based on Combined Data Mining Applications—A Monocentric Observational Pilot Study
Rother, Ann-Katrin, Schwerk, Nicolaus, Brinkmann, Folke, Klawonn, Frank, Lechner, Werner, Grigull, Lorenz
Published in PloS one (12.08.2015)
Published in PloS one (12.08.2015)
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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
Application of Transfer Learning and Feature Fusion Algorithms to Improve the Identification and Prediction Efficiency of Premature Ovarian Failure
Zhang, Yuanyuan, Hou, Jing, Wang, Qiaoyun, Hou, Aiqin, Liu, Yanni
Published in Journal of healthcare engineering (27.03.2022)
Published in Journal of healthcare engineering (27.03.2022)
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Journal Article
Design of Block-Scrambling-Based privacy protection mechanism in healthcare using fusion of transfer learning models with Hippopotamus optimization algorithm
Elhessewi, Ghada Moh. Samir, Alzahrani, Mohammed Yahya, Alamgeer, Mohammad, Darem, Abdulbasit A., Albalawneh, Da’ad, Alqahtani, Mohammed, Al Sadig, Mutasim, Alanazi, Sultan
Published in Scientific reports (01.07.2025)
Published in Scientific reports (01.07.2025)
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Journal Article
Diagnostic support for selected neuromuscular diseases using answer-pattern recognition and data mining techniques: a proof of concept multicenter prospective trial
Grigull, Lorenz, Lechner, Werner, Petri, Susanne, Kollewe, Katja, Dengler, Reinhard, Mehmecke, Sandra, Schumacher, Ulrike, Lücke, Thomas, Schneider-Gold, Christiane, Köhler, Cornelia, Güttsches, Anne-Katrin, Kortum, Xiaowei, Klawonn, Frank
Published in BMC medical informatics and decision making (08.03.2016)
Published in BMC medical informatics and decision making (08.03.2016)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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Journal Article
A multi‐stage 3D convolutional neural network algorithm for CT‐based lung segment parcellation
Siddharthan, Trishul, Xu, Zhoubing, Spottiswoode, Bruce, Schettino, Chris, Siegel, Yoel, Georgiou, Michalis, Eluvathingal, Thomas, Geiger, Bernhard, Grbic, Sasa, Gosh, Partha, Fahmi, Rachid, Punjabi, Naresh
Published in Journal of applied clinical medical physics (01.08.2025)
Published in Journal of applied clinical medical physics (01.08.2025)
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Journal Article
EpiDiP/NanoDiP: a versatile unsupervised machine learning edge computing platform for epigenomic tumour diagnostics
Hench, Jürgen, Hultschig, Claus, Brugger, Jon, Mariani, Luigi, Guzman, Raphael, Soleman, Jehuda, Leu, Severina, Benton, Miles, Stec, Irenäus Maria, Hench, Ivana Bratic, Hoffmann, Per, Harter, Patrick, Weber, Katharina J, Albers, Anne, Thomas, Christian, Hasselblatt, Martin, Schüller, Ulrich, Restelli, Lisa, Capper, David, Hewer, Ekkehard, Diebold, Joachim, Kolenc, Danijela, Schneider, Ulf C., Rushing, Elisabeth, della Monica, Rosa, Chiariotti, Lorenzo, Sill, Martin, Schrimpf, Daniel, von Deimling, Andreas, Sahm, Felix, Kölsche, Christian, Tolnay, Markus, Frank, Stephan
Published in Acta neuropathologica communications (04.04.2024)
Published in Acta neuropathologica communications (04.04.2024)
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Journal Article
A comprehensive review of techniques, algorithms, advancements, challenges, and clinical applications of multi-modal medical image fusion for improved diagnosis
Zubair, Muhammad, Hussain, Muzammil, Albashrawi, Mousa Ahmad, Bendechache, Malika, Owais, Muhammad
Published in Computer methods and programs in biomedicine (01.12.2025)
Published in Computer methods and programs in biomedicine (01.12.2025)
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Journal Article
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data
Madabhushi, Anant, Agner, Shannon, Basavanhally, Ajay, Doyle, Scott, Lee, George
Published in Computerized medical imaging and graphics (01.10.2011)
Published in Computerized medical imaging and graphics (01.10.2011)
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Journal Article
Multi-modal imaging, model-based tracking, and mixed reality visualisation for orthopaedic surgery
Lee, Sing Chun, Fuerst, Bernhard, Tateno, Keisuke, Johnson, Alex, Fotouhi, Javad, Osgood, Greg, Tombari, Federico, Navab, Nassir
Published in Healthcare technology letters (01.10.2017)
Published in Healthcare technology letters (01.10.2017)
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Journal Article