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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
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
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
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
Multi-Image-Feature-Based Hierarchical Concrete Crack Identification Framework Using Optimized SVM Multi-Classifiers and D–S Fusion Algorithm for Bridge Structures
Yu, Yang, Rashidi, Maria, Samali, Bijan, Yousefi, Amir M., Wang, Weiqiang
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
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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
A machine learning algorithm supports ultrasound-naïve novices in the acquisition of diagnostic echocardiography loops and provides accurate estimation of LVEF
Schneider, Matthias, Bartko, Philipp, Geller, Welf, Dannenberg, Varius, König, Andreas, Binder, Christina, Goliasch, Georg, Hengstenberg, Christian, Binder, Thomas
Published in International journal of cardiac imaging (01.02.2021)
Published in International journal of cardiac imaging (01.02.2021)
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Journal Article
Machine-learning-based diagnostics of EEG pathology
Gemein, Lukas A.W., Schirrmeister, Robin T., Chrabąszcz, Patryk, Wilson, Daniel, Boedecker, Joschka, Schulze-Bonhage, Andreas, Hutter, Frank, Ball, Tonio
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
Health diagnostics using multi-attribute classification fusion
Wang, Pingfeng, Tamilselvan, Prasanna, Hu, Chao
Published in Engineering applications of artificial intelligence (01.06.2014)
Published in Engineering applications of artificial intelligence (01.06.2014)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI
Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)
Published in Radiology (01.05.2024)
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Journal Article
A deep learning–machine learning fusion approach for the classification of benign, malignant, and intermediate bone tumors
Liu, Renyi, Pan, Derun, Xu, Yuan, Zeng, Hui, He, Zilong, Lin, Jiongbin, Zeng, Weixiong, Wu, Zeqi, Luo, Zhendong, Qin, Genggeng, Chen, Weiguo
Published in European radiology (01.02.2022)
Published in European radiology (01.02.2022)
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Journal Article
Prediction of T Stage of Rectal Cancer After Neoadjuvant Therapy by Multi-Parameter Magnetic Resonance Radiomics Based on Machine Learning Algorithms
Nie, Tingting, Yuan, Zilong, He, Yaoyao, Xu, Haibo, Guo, Xiaofang, Liu, Yulin
Published in Technology in cancer research & treatment (01.01.2024)
Published in Technology in cancer research & treatment (01.01.2024)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article