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Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
Carrington, André M., Fieguth, Paul W., Qazi, Hammad, Holzinger, Andreas, Chen, Helen H., Mayr, Franz, Manuel, Douglas G.
Published in BMC medical informatics and decision making (06.01.2020)
Published in BMC medical informatics and decision making (06.01.2020)
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Journal Article
Segmentation of lung lesions on CT scans using watershed, active contours, and Markov random field
Tan, Yongqiang, Schwartz, Lawrence H., Zhao, Binsheng
Published in Medical physics (Lancaster) (01.04.2013)
Published in Medical physics (Lancaster) (01.04.2013)
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Journal Article
Wearable Movement Exploration Device with Machine Learning Algorithm for Screening and Tracking Diabetic Neuropathy—A Cross-Sectional, Diagnostic, Comparative Study
Radunovic, Goran, Velickovic, Zoran, Pavlov-Dolijanovic, Slavica, Janjic, Sasa, Stojic, Biljana, Jeftovic Velkova, Irena, Suljagic, Nikola, Soldatovic, Ivan
Published in Biosensors (Basel) (01.04.2024)
Published in Biosensors (Basel) (01.04.2024)
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Journal Article
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
Alizadehsani, Roohallah, Khosravi, Abbas, Roshanzamir, Mohamad, Abdar, Moloud, Sarrafzadegan, Nizal, Shafie, Davood, Khozeimeh, Fahime, Shoeibi, Afshin, Nahavandi, Saeid, Panahiazar, Maryam, Bishara, Andrew, Beygui, Ramin E., Puri, Rishi, Kapadia, Samir, Tan, Ru-San, Acharya, U Rajendra
Published in Computers in biology and medicine (01.01.2021)
Published in Computers in biology and medicine (01.01.2021)
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Journal Article
Standardized measurement of coronary inflammation using cardiovascular computed tomography: integration in clinical care as a prognostic medical device
Oikonomou, Evangelos K, Antonopoulos, Alexios S, Schottlander, David, Marwan, Mohammad, Mathers, Chris, Tomlins, Pete, Siddique, Muhammad, Klüner, Laura V, Shirodaria, Cheerag, Mavrogiannis, Michail C, Thomas, Sheena, Fava, Agostina, Deanfield, John, Channon, Keith M, Neubauer, Stefan, Desai, Milind Y, Achenbach, Stephan, Antoniades, Charalambos
Published in Cardiovascular research (22.11.2021)
Published in Cardiovascular research (22.11.2021)
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Journal Article
A complete automated algorithm for segmentation of tissues and identification of tumor region in T1, T2, and FLAIR brain images using optimization and clustering techniques
Govindaraj, Vishnuvarthanan, Murugan, Pallikonda Rajasekaran
Published in International journal of imaging systems and technology (01.12.2014)
Published in International journal of imaging systems and technology (01.12.2014)
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Journal Article
Innovative Diagnostic Approaches for Predicting Knee Cartilage Degeneration in Osteoarthritis Patients: A Radiomics-Based Study
Angelone, Francesca, Ciliberti, Federica Kiyomi, Tobia, Giovanni Paolo, Jónsson, Halldór, Ponsiglione, Alfonso Maria, Gislason, Magnus Kjartan, Tortorella, Francesco, Amato, Francesco, Gargiulo, Paolo
Published in Information systems frontiers (01.02.2025)
Published in Information systems frontiers (01.02.2025)
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Journal Article
altAFplotter: a web app for reliable UPD detection in NGS diagnostics
Radtke, Maximilian, Moch, Johanna, Hentschel, Julia, Schumann, Isabell
Published in BMC bioinformatics (12.09.2024)
Published in BMC bioinformatics (12.09.2024)
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Journal Article
The Cluster Computation-Based Hybrid FEM–Analytical Model of Induction Motor for Fault Diagnostics
Asad, Bilal, Vaimann, Toomas, Belahcen, Anouar, Kallaste, Ants, Rassõlkin, Anton, Iqbal, M. Naveed
Published in Applied sciences (01.11.2020)
Published in Applied sciences (01.11.2020)
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Journal Article
A computer-human interaction model to improve the diagnostic accuracy and clinical decision-making during 12-lead electrocardiogram interpretation
Cairns, Andrew W., Bond, Raymond R., Finlay, Dewar D., Breen, Cathal, Guldenring, Daniel, Gaffney, Robert, Gallagher, Anthony G., Peace, Aaron J., Henn, Pat
Published in Journal of biomedical informatics (01.12.2016)
Published in Journal of biomedical informatics (01.12.2016)
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Journal Article
Accurate brain age prediction with lightweight deep neural networks
Peng, Han, Gong, Weikang, Beckmann, Christian F., Vedaldi, Andrea, Smith, Stephen M.
Published in Medical image analysis (01.02.2021)
Published in Medical image analysis (01.02.2021)
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Journal Article
Regional registration of whole slide image stacks containing major histological artifacts
Paknezhad, Mahsa, Loh, Sheng Yang Michael, Choudhury, Yukti, Koh, Valerie Koh Cui, Yong, Timothy Tay Kwang, Tan, Hui Shan, Kanesvaran, Ravindran, Tan, Puay Hoon, Peng, John Yuen Shyi, Yu, Weimiao, Tan, Yongcheng Benjamin, Loy, Yong Zhen, Tan, Min-Han, Lee, Hwee Kuan
Published in BMC bioinformatics (04.12.2020)
Published in BMC bioinformatics (04.12.2020)
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Journal Article
Automated diagnostic tool for hypertension using convolutional neural network
Soh, Desmond Chuang Kiat, Ng, E.Y.K., Jahmunah, V., Oh, Shu Lih, Tan, Ru San, Acharya, U.Rajendra
Published in Computers in Biology and Medicine (01.11.2020)
Published in Computers in Biology and Medicine (01.11.2020)
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Journal Article