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Intelligent brain tumor detection using hybrid finetuned deep transfer features and ensemble machine learning algorithms
Salakapuri, Rakesh, Terlapu, Panduranga Vital, Kalidindi, Kishore Raju, Balaka, Ramesh Naidu, Jayaram, D., Ravikumar, T.
Published in Scientific reports (04.07.2025)
Published in Scientific reports (04.07.2025)
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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
Automated Detection and Classification of Desmoplastic Reaction at the Colorectal Tumour Front Using Deep Learning
Nearchou, Ines P., Ueno, Hideki, Kajiwara, Yoshiki, Lillard, Kate, Mochizuki, Satsuki, Takeuchi, Kengo, Harrison, David J., Caie, Peter D.
Published in Cancers (31.03.2021)
Published in Cancers (31.03.2021)
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Journal Article
Feasibility of support vector machine learning in age‐related macular degeneration using small sample yielding sparse optical coherence tomography data
Quellec, Gwenolé, Kowal, Jens, Hasler, Pascal W., Scholl, Hendrik P. N., Zweifel, Sandrine, Konstantinos, Balaskas, Carvalho, João Emanuel Ramos, Heeren, Tjebo, Egan, Catherine, Tufail, Adnan, Maloca, Peter M.
Published in Acta ophthalmologica (Oxford, England) (01.08.2019)
Published in Acta ophthalmologica (Oxford, England) (01.08.2019)
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Journal Article
Pathways to chronic disease detection and prediction: Mapping the potential of machine learning to the pathophysiological processes while navigating ethical challenges
Afrifa‐Yamoah, Ebenezer, Adua, Eric, Peprah‐Yamoah, Emmanuel, Anto, Enoch O., Opoku‐Yamoah, Victor, Acheampong, Emmanuel, Macartney, Michael J., Hashmi, Rashid
Published in Chronic diseases and translational medicine (01.03.2025)
Published in Chronic diseases and translational medicine (01.03.2025)
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Journal Article
Machine learning techniques applied to mechanical fault diagnosis and fault prognosis in the context of real industrial manufacturing use-cases: a systematic literature review
Fernandes, Marta, Corchado, Juan Manuel, Marreiros, Goreti
Published in Applied intelligence (Dordrecht, Netherlands) (01.09.2022)
Published in Applied intelligence (Dordrecht, Netherlands) (01.09.2022)
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Journal Article
UMAP Based Anomaly Detection for Minimal Residual Disease Quantification within Acute Myeloid Leukemia
Weijler, Lisa, Kowarsch, Florian, Wödlinger, Matthias, Reiter, Michael, Maurer-Granofszky, Margarita, Schumich, Angela, Dworzak, Michael N.
Published in Cancers (11.02.2022)
Published in Cancers (11.02.2022)
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Journal Article
Screening of Moyamoya Disease From Retinal Photographs: Development and Validation of Deep Learning Algorithms
Hong, JaeSeong, Yoon, Sangchul, Shim, Kyu Won, Park, Yu Rang
Published in Stroke (1970) (01.03.2024)
Published in Stroke (1970) (01.03.2024)
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Journal Article
A novel machine learning algorithm, Bayesian networks model, to predict the high‐risk patients with cardiac surgery‐associated acute kidney injury
Li, Yang, Xu, Jiarui, Wang, Yimei, Zhang, Yunlu, Jiang, Wuhua, Shen, Bo, Ding, Xiaoqiang
Published in Clinical cardiology (Mahwah, N.J.) (01.07.2020)
Published in Clinical cardiology (Mahwah, N.J.) (01.07.2020)
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Journal Article
Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques
Pérez del Palomar, Amaya, Cegoñino, José, Montolío, Alberto, Orduna, Elvira, Vilades, Elisa, Sebastián, Berta, Pablo, Luis E., Garcia-Martin, Elena
Published in PloS one (06.05.2019)
Published in PloS one (06.05.2019)
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Journal Article
Dynamic Prediction of Rectal Cancer Relapse and Mortality Using a Landmarking-Based Machine Learning Model: A Multicenter Retrospective Study from the Italian Society of Surgical Oncology—Colorectal Cancer Network Collaborative Group
Reddavid, Rossella, Elmore, Ugo, Moro, Jacopo, De Nardi, Paola, Biondi, Alberto, Persiani, Roberto, Solaini, Leonardo, Pafundi, Donato P., Cianflocca, Desiree, Sasia, Diego, Milone, Marco, Turri, Giulia, Mineccia, Michela, Pecchini, Francesca, Gallo, Gaetano, Rega, Daniela, Gili, Simona, Maiello, Fabio, Barberis, Andrea, Costanzo, Federico, Ortenzi, Monica, Divizia, Andrea, Foppa, Caterina, Anania, Gabriele, Spinelli, Antonino, Sica, Giuseppe S., Guerrieri, Mario, Polastri, Roberto, Bianco, Francesco, Delrio, Paolo, Sammarco, Giuseppe, Piccoli, Micaela, Ferrero, Alessandro, Pedrazzani, Corrado, Manigrasso, Michele, Borghi, Felice, Coco, Claudio, Cavaliere, Davide, D’Ugo, Domenico, Rosati, Riccardo, Azzolina, Danila
Published in Cancers (11.04.2025)
Published in Cancers (11.04.2025)
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Journal Article
Integration of machine learning for developing a prognostic signature related to programmed cell death in colorectal cancer
Xu, Qi‐Tong, Qiang, Jian‐Kun, Huang, Zhi‐Ye, Jiang, Wan‐Ju, Cui, Xi‐Mao, Hu, Ren‐Hao, Wang, Tao, Yi, Xiang‐Lan, Li, Jia‐Yuan, Yu, Zuoren, Zhang, Shun, Du, Tao, Liu, Jinhui, Jiang, Xiao‐Hua
Published in Environmental toxicology (01.05.2024)
Published in Environmental toxicology (01.05.2024)
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Journal Article
Insights into immune responses in oral cancer through proteomic analysis of saliva and salivary extracellular vesicles
Winck, Flavia V., Prado Ribeiro, Ana Carolina, Ramos Domingues, Romênia, Ling, Liu Yi, Riaño-Pachón, Diego Mauricio, Rivera, César, Brandão, Thaís Bianca, Gouvea, Adriele Ferreira, Santos-Silva, Alan Roger, Coletta, Ricardo D., Paes Leme, Adriana F.
Published in Scientific reports (05.11.2015)
Published in Scientific reports (05.11.2015)
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Journal Article