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Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
AI-driven prognostics in pediatric bone marrow transplantation: a CAD approach with Bayesian and PSO optimization
Badawy, Mahmoud, AbdulAzeem, Yousry, ZainEldin, Hanaa, Balaha, Hossam Magdy, Bamaqa, Amna, El-Agamy, Rasha F., Sayed, Hanaa A., Elhosseini, Mostafa A.
Published in BMC medical informatics and decision making (06.10.2025)
Published in BMC medical informatics and decision making (06.10.2025)
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Journal Article
Application of Artificial Intelligence for Preoperative Diagnostic and Prognostic Prediction in Epithelial Ovarian Cancer Based on Blood Biomarkers
Kawakami, Eiryo, Tabata, Junya, Yanaihara, Nozomu, Ishikawa, Tetsuo, Koseki, Keita, Iida, Yasushi, Saito, Misato, Komazaki, Hiromi, Shapiro, Jason S., Goto, Chihiro, Akiyama, Yuka, Saito, Ryosuke, Saito, Motoaki, Takano, Hirokuni, Yamada, Kyosuke, Okamoto, Aikou
Published in Clinical cancer research (15.05.2019)
Published in Clinical cancer research (15.05.2019)
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Journal Article
Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke
Hilbert, A., Ramos, L.A., van Os, H.J.A., Olabarriaga, S.D., Tolhuisen, M.L., Wermer, M.J.H., Barros, R.S., van der Schaaf, I., Dippel, D., Roos, Y.B.W.E.M., van Zwam, W.H., Yoo, A.J., Emmer, B.J., Lycklama à Nijeholt, G.J., Zwinderman, A.H., Strijkers, G.J., Majoie, C.B.L.M., Marquering, H.A.
Published in Computers in biology and medicine (01.12.2019)
Published in Computers in biology and medicine (01.12.2019)
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Journal Article
Towards more Accessible Precision Medicine: Building a more Transferable Machine Learning Model to Support Prognostic Decisions for Micro- and Macrovascular Complications of Type 2 Diabetes Mellitus
Kim, Era, Caraballo, Pedro J., Castro, M. Regina, Pieczkiewicz, David S., Simon, Gyorgy J.
Published in Journal of medical systems (01.07.2019)
Published in Journal of medical systems (01.07.2019)
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Journal Article
Comparing the Prognostic Value of Stress Myocardial Perfusion Imaging by Conventional and Cadmium-Zinc Telluride Single-Photon Emission Computed Tomography through a Machine Learning Approach
Cantoni, Valeria, Green, Roberta, Ricciardi, Carlo, Assante, Roberta, Donisi, Leandro, Zampella, Emilia, Cesarelli, Giuseppe, Nappi, Carmela, Sannino, Vincenzo, Gaudieri, Valeria, Mannarino, Teresa, Genova, Andrea, De Simini, Giovanni, Giordano, Alessia, D’Antonio, Adriana, Acampa, Wanda, Petretta, Mario, Cuocolo, Alberto
Published in Computational and mathematical methods in medicine (16.10.2021)
Published in Computational and mathematical methods in medicine (16.10.2021)
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Journal Article
Multimodal Degradation Prognostics Based on Switching Kalman Filter Ensemble
Pin Lim, Chi Keong Goh, Kay Chen Tan, Dutta, Partha
Published in IEEE transaction on neural networks and learning systems (01.01.2017)
Published in IEEE transaction on neural networks and learning systems (01.01.2017)
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Journal Article
A Selected Deep Learning Cancer Prediction Framework
Elseddeq, Nadia G., Elghamrawy, Sally M., Salem, Mofreh M., Eldesouky, Ali I.
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Optimised MLP Neural Network Model for Optimum Prognostic Learning of out of School Children Trend in Africa: Implication for Guidance and Counselling
Edimo Joseph, Edith, Isabona, Joseph, Osayande, Odaro, Irisi, Ikechi
Published in International journal of modern education and computer science (01.02.2023)
Published in International journal of modern education and computer science (01.02.2023)
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Journal Article
A Machine Learning-based Solution for Monitoring of Converters in Smart Grid Application
Sadiq, Umaiz, Mallek, Fatma, Rehman, Saif Ur, Asif, Rao Muhammad, Rehman, Ateeq Ur, Hamam, Habib
Published in International journal of advanced computer science & applications (2024)
Published in International journal of advanced computer science & applications (2024)
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Journal Article
Performance assessment of hybrid machine learning approaches for breast cancer and recurrence prediction
Pati, Abhilash, Panigrahi, Amrutanshu, Parhi, Manoranjan, Giri, Jayant, Qin, Hong, Mallik, Saurav, Pattanayak, Sambit Ranjan, Agrawal, Umang Kumar
Published in PloS one (01.08.2024)
Published in PloS one (01.08.2024)
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Journal Article
Brain Tumour Detection Using MRI Images and CNN Architecture
Kushwaha, Pradeep Kumar, Rana, Ajay, Lohani, Bhanu Prakash, Gupta, Amardeep, Laishram, Clinton, Ayyasamy, Kishor
Published in 2024 International Conference on Communication, Computer Sciences and Engineering (IC3SE) (09.05.2024)
Published in 2024 International Conference on Communication, Computer Sciences and Engineering (IC3SE) (09.05.2024)
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Conference Proceeding
Prognostic Gene Signature Identification Using Causal Structure Learning: Applications in Kidney Cancer
Ha, Min Jin, Baladandayuthapani, Veerabhadran, Do, Kim-Anh
Published in Cancer informatics (01.01.2015)
Published in Cancer informatics (01.01.2015)
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Journal Article
Integrated structural variation and point mutation signatures in cancer genomes using correlated topic models
Funnell, Tyler, Zhang, Allen W., Grewal, Diljot, McKinney, Steven, Bashashati, Ali, Wang, Yi Kan, Shah, Sohrab P.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article