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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
Computer-aided diagnosis of external and middle ear conditions: A machine learning approach
Viscaino, Michelle, Maass, Juan C., Delano, Paul H., Torrente, Mariela, Stott, Carlos, Auat Cheein, Fernando
Published in PloS one (12.03.2020)
Published in PloS one (12.03.2020)
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Journal Article
Study on text mining algorithm for ultrasound examination of chronic liver diseases based on spectral clustering
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Journal Article
Conference Proceeding
A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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Journal Article
A data mining approach for diagnosis of coronary artery disease
Alizadehsani, Roohallah, Habibi, Jafar, Hosseini, Mohammad Javad, Mashayekhi, Hoda, Boghrati, Reihane, Ghandeharioun, Asma, Bahadorian, Behdad, Sani, Zahra Alizadeh
Published in Computer methods and programs in biomedicine (01.07.2013)
Published in Computer methods and programs in biomedicine (01.07.2013)
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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
Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex
Sánchez Fernández, Iván, Yang, Edward, Calvachi, Paola, Amengual-Gual, Marta, Wu, Joyce Y., Krueger, Darcy, Northrup, Hope, Bebin, Martina E., Sahin, Mustafa, Yu, Kun-Hsing, Peters, Jurriaan M.
Published in PloS one (29.04.2020)
Published in PloS one (29.04.2020)
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Journal Article
Ovarian Tumor Characterization using 3D Ultrasound
Acharya, U. Rajendra, Sree, S. Vinitha, Krishnan, M. Muthu Rama, Saba, Luca, Molinari, Filippo, Guerriero, Stefano, Suri, Jasjit S.
Published in Technology in cancer research & treatment (01.12.2012)
Published in Technology in cancer research & treatment (01.12.2012)
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Journal Article
Deep learning assisted detection of glaucomatous optic neuropathy and potential designs for a generalizable model
Ko, Yu-Chieh, Wey, Shih-Yu, Chen, Wei-Ta, Chang, Yu-Fan, Chen, Mei-Ju, Chiou, Shih-Hwa, Liu, Catherine Jui-Ling, Lee, Chen-Yi
Published in PloS one (14.05.2020)
Published in PloS one (14.05.2020)
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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
An interpretable machine learning model for diagnosis of Alzheimer's disease
Das, Diptesh, Ito, Junichi, Kadowaki, Tadashi, Tsuda, Koji
Published in PeerJ (San Francisco, CA) (01.03.2019)
Published in PeerJ (San Francisco, CA) (01.03.2019)
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Journal Article
The use of artificial intelligence tools in cancer detection compared to the traditional diagnostic imaging methods: An overview of the systematic reviews
Silva, Helbert Eustáquio Cardoso da, Santos, Glaucia Nize Martins, Leite, André Ferreira, Mesquita, Carla Ruffeil Moreira, Figueiredo, Paulo Tadeu de Souza, Stefani, Cristine Miron, de Melo, Nilce Santos
Published in PloS one (05.10.2023)
Published in PloS one (05.10.2023)
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Journal Article
Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account
Hahn, Philipp, Lechner, Werner, Siefen, Rainer-Georg, Lampe, Christina, Nordbeck, Peter, Grigull, Lorenz, Lücke, Thomas
Published in PloS one (30.06.2025)
Published in PloS one (30.06.2025)
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Journal Article
Unsupervised class labeling of diffuse lung diseases using frequent attribute patterns
Mabu, Shingo, Obayashi, Masanao, Kuremoto, Takashi, Hashimoto, Noriaki, Hirano, Yasushi, Kido, Shoji
Published in International journal for computer assisted radiology and surgery (01.03.2017)
Published in International journal for computer assisted radiology and surgery (01.03.2017)
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Journal Article
On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification
Huang, Qinghua, Chen, Yongdong, Liu, Longzhong, Tao, Dacheng, Li, Xuelong
Published in IEEE transactions on knowledge and data engineering (01.04.2020)
Published in IEEE transactions on knowledge and data engineering (01.04.2020)
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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
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