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Hierarchical graph representations in digital pathology
Pati, Pushpak, Jaume, Guillaume, Foncubierta-Rodríguez, Antonio, Feroce, Florinda, Anniciello, Anna Maria, Scognamiglio, Giosue, Brancati, Nadia, Fiche, Maryse, Dubruc, Estelle, Riccio, Daniel, Di Bonito, Maurizio, De Pietro, Giuseppe, Botti, Gerardo, Thiran, Jean-Philippe, Frucci, Maria, Goksel, Orcun, Gabrani, Maria
Published in Medical image analysis (01.01.2022)
Published in Medical image analysis (01.01.2022)
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Journal Article
Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer
Chereda, Hryhorii, Bleckmann, Annalen, Menck, Kerstin, Perera-Bel, Júlia, Stegmaier, Philip, Auer, Florian, Kramer, Frank, Leha, Andreas, Beißbarth, Tim
Published in Genome medicine (11.03.2021)
Published in Genome medicine (11.03.2021)
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Journal Article
GD‐Net: An Integrated Multimodal Information Model Based on Deep Learning for Cancer Outcome Prediction and Informative Feature Selection
Lin, Junqi, Deng, Weizhen, Wei, Junyu, Zheng, Jinyong, Chen, Kenan, Chai, Hua, Zeng, Tao, Tang, Hui
Published in Journal of cellular and molecular medicine (01.12.2024)
Published in Journal of cellular and molecular medicine (01.12.2024)
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Journal Article
Detection of ovarian cancer using a methodology with feature extraction and selection with genetic algorithms and machine learning
Acosta-Jiménez, Samara, Mendoza-Mendoza, Miguel M., Galván-Tejada, Carlos E., Galván-Tejada, Jorge I., Celaya-Padilla, José M., García-Domínguez, Antonio, Gamboa-Rosales, Hamurabi, Solís-Robles, Roberto
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (19.12.2024)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (19.12.2024)
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Journal Article
An algorithm for direct causal learning of influences on patient outcomes
Rathnam, Chandramouli, Lee, Sanghoon, Jiang, Xia
Published in Artificial intelligence in medicine (01.01.2017)
Published in Artificial intelligence in medicine (01.01.2017)
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Journal Article
NMF-guided feature selection and genetic algorithm-driven framework for tumor mutational burden classification in bladder cancer using multi-omics data
Al-Ghafer, Ibrahim Abed, AlAfeshat, Noor, Alshomali, Lujain, Alanee, Shaheen, Qattous, Hazem, Azzeh, Mohammad, Alkhateeb, Abedalrhman
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (14.05.2024)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (14.05.2024)
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Journal Article
Overall survival time prediction for high-grade glioma patients based on large-scale brain functional networks
Liu, Luyan, Zhang, Han, Wu, Jinsong, Yu, Zhengda, Chen, Xiaobo, Rekik, Islem, Wang, Qian, Lu, Junfeng, Shen, Dinggang
Published in Brain imaging and behavior (01.10.2019)
Published in Brain imaging and behavior (01.10.2019)
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Journal Article
Predicting lung cancer TNM staging from radiological reports using natural language processing and machine learning
Al-Kershi, Lamia, Altamimi, Ahmad, Azzeh, Mohammad
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (13.06.2025)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (13.06.2025)
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Journal Article
Predicting Unfavorable Pregnancy Outcomes in Polycystic Ovary Syndrome (PCOS) Patients Using Machine Learning Algorithms
Mogos, Raluca, Gheorghe, Liliana, Carauleanu, Alexandru, Vasilache, Ingrid-Andrada, Munteanu, Iulian-Valentin, Mogos, Simona, Solomon-Condriuc, Iustina, Baean, Luiza-Maria, Socolov, Demetra, Adam, Ana-Maria, Preda, Cristina
Published in Medicina (Kaunas, Lithuania) (01.08.2024)
Published in Medicina (Kaunas, Lithuania) (01.08.2024)
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Journal Article
Efficient RIEV: a novel framework for the prediction of breast cancer cases using ensemble machine learning
Sharma, Akriti, Hooda, Nishtha, Gupta, Nidhi Rani, Sharma, Renu
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (07.07.2023)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (07.07.2023)
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Journal Article
Computed tomography-based radiomics predicts prognostic and treatment-related levels of immune infiltration in the immune microenvironment of clear cell renal cell carcinoma
Song, Shiyan, Ge, Wenfei, Qi, Xiaochen, Che, Xiangyu, Wang, Qifei, Wu, Guangzhen
Published in BMC medical imaging (01.07.2025)
Published in BMC medical imaging (01.07.2025)
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Journal Article
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis
Sailunaz, Kashfia, Beştepe, Deniz, Alhajj, Lama, Özyer, Tansel, Rokne, Jon, Alhajj, Reda
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (17.07.2024)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (17.07.2024)
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Journal Article
Analysis of delirium prediction in the ICU based on the hybrid SGDCS-ANFIS approach
Tian, Yuan, Liang, Yongquan, Chen, Yufeng, Bian, Hongyang
Published in Medical & biological engineering & computing (01.03.2023)
Published in Medical & biological engineering & computing (01.03.2023)
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Journal Article
Integrated machine learning developed a prognosis‐related gene signature to predict prognosis in oesophageal squamous cell carcinoma
Tang, Peng, Li, Baihui, Zhou, Zijing, Wang, Haitong, Ma, Mingquan, Gong, Lei, Qiao, Yufeng, Ren, Peng, Zhang, Hongdian
Published in Journal of cellular and molecular medicine (01.11.2024)
Published in Journal of cellular and molecular medicine (01.11.2024)
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Journal Article