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Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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Journal Article
Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions
Javeed, Ashir, Khan, Shafqat Ullah, Ali, Liaqat, Ali, Sardar, Imrana, Yakubu, Rahman, Atiqur
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
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Journal Article
Publication
Untangling Computer-Aided Diagnostic System for Screening Diabetic Retinopathy Based on Deep Learning Techniques
Farooq, Muhammad Shoaib, Arooj, Ansif, Alroobaea, Roobaea, Baqasah, Abdullah M., Jabarulla, Mohamed Yaseen, Singh, Dilbag, Sardar, Ruhama
Published in Sensors (Basel, Switzerland) (24.02.2022)
Published in Sensors (Basel, Switzerland) (24.02.2022)
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Journal Article
Comparison between five pattern-based approaches for automated diagnostic classification of mature/peripheral B-cell neoplasms based on standardized EuroFlow flow cytometry immunophenotypic data
Pedreira, C.E., Lecrevisse, Q., Fluxa, R., Verde, J., Barrena, S., Flores-Montero, J., Fernandez, P., Morf, D., van der Velden, V.H.J., Mejstrikova, E., Caetano, J., Burgos, L., Böttcher, S., van Dongen, J.J.M., Orfao, A.
Published in Computers in biology and medicine (01.06.2025)
Published in Computers in biology and medicine (01.06.2025)
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Journal Article
A plaque recognition algorithm for coronary OCT images by Dense Atrous Convolution and attention mechanism
Meng, He, Zhao, Ran, Zhang, Ying, Zhang, Bo, Zhang, Cheng, Wang, Di, Sun, Jinlu
Published in PloS one (10.06.2025)
Published in PloS one (10.06.2025)
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Journal Article
Automated brain tumor diagnostics: Empowering neuro-oncology with deep learning-based MRI image analysis
Gunasekaran, Subathra, Mercy Bai, Prabin Selvestar, Mathivanan, Sandeep Kumar, Rajadurai, Hariharan, Shivahare, Basu Dev, Shah, Mohd Asif
Published in PloS one (27.08.2024)
Published in PloS one (27.08.2024)
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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
Automatic classification of focal liver lesions based on MRI and risk factors
Jansen, Mariëlle J. A., Kuijf, Hugo J., Veldhuis, Wouter B., Wessels, Frank J., Viergever, Max A., Pluim, Josien P. W.
Published in PloS one (16.05.2019)
Published in PloS one (16.05.2019)
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Journal Article
Identification of Alfalfa Leaf Diseases Using Image Recognition Technology
Qin, Feng, Liu, Dongxia, Sun, Bingda, Ruan, Liu, Ma, Zhanhong, Wang, Haiguang
Published in PloS one (15.12.2016)
Published in PloS one (15.12.2016)
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Journal Article
Automated and real-time segmentation of suspicious breast masses using convolutional neural network
Kumar, Viksit, Webb, Jeremy M., Gregory, Adriana, Denis, Max, Meixner, Duane D., Bayat, Mahdi, Whaley, Dana H., Fatemi, Mostafa, Alizad, Azra
Published in PloS one (16.05.2018)
Published in PloS one (16.05.2018)
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Journal Article
A Bacterial Analysis Platform: An Integrated System for Analysing Bacterial Whole Genome Sequencing Data for Clinical Diagnostics and Surveillance
Thomsen, Martin Christen Frølund, Ahrenfeldt, Johanne, Cisneros, Jose Luis Bellod, Jurtz, Vanessa, Larsen, Mette Voldby, Hasman, Henrik, Aarestrup, Frank Møller, Lund, Ole
Published in PloS one (21.06.2016)
Published in PloS one (21.06.2016)
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Journal Article
Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images
Rajaraman, Sivaramakrishnan, Antani, Sameer K., Poostchi, Mahdieh, Silamut, Kamolrat, Hossain, Md. A., Maude, Richard J., Jaeger, Stefan, Thoma, George R.
Published in PeerJ (San Francisco, CA) (16.04.2018)
Published in PeerJ (San Francisco, CA) (16.04.2018)
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Journal Article
Automated evaluation of probe-based confocal laser endomicroscopy in the lung
Bondesson, David, Schneider, Moritz J., Silbernagel, Edith, Behr, Jürgen, Reichenberger, Frank, Dinkel, Julien
Published in PLOS ONE (06.05.2020)
Published in PLOS ONE (06.05.2020)
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Journal Article