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A wavelet-based ECG delineator: evaluation on standard databases
Martinez, J.P., Almeida, R., Olmos, S., Rocha, A.P., Laguna, P.
Published in IEEE transactions on biomedical engineering (01.04.2004)
Published in IEEE transactions on biomedical engineering (01.04.2004)
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Journal Article
Computer-aided diagnosis of pulmonary nodules using a two-step approach for feature selection and classifier ensemble construction
Lee, Michael C., Boroczky, Lilla, Sungur-Stasik, Kivilcim, Cann, Aaron D., Borczuk, Alain C., Kawut, Steven M., Powell, Charles A.
Published in Artificial intelligence in medicine (01.09.2010)
Published in Artificial intelligence in medicine (01.09.2010)
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Journal Article
An Algorithm Based on Deep Learning for Predicting In‐Hospital Cardiac Arrest
Kwon, Joon‐myoung, Lee, Youngnam, Lee, Yeha, Lee, Seungwoo, Park, Jinsik
Published in Journal of the American Heart Association (03.07.2018)
Published in Journal of the American Heart Association (03.07.2018)
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Journal Article
Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury
Gravesteijn, Benjamin Y., Lingsma, Hester F., Nelson, David, Steyerberg, Ewout W., Andreassen, Lasse, Anke, Audny, Audibert, Gérard, Barzó, Pál, Beauvais, Romuald, Bellander, Bo-Michael, Benali, Habib, Beretta, Luigi, Blaabjerg, Morten, Brazinova, Alexandra, Brooker, Joanne, Brorsson, Camilla, Bullinger, Monika, Lozano, Guillermo Carbayo, Chieregato, Arturo, Coburn, Mark, Dawes, Helen, Della Corte, Francesco, Đilvesi, Đula, Esser, Patrick, Martin Fabricius, Erzsébet Ezer, Feigin, Kelly Foks, Valery L., Gagliardo, Pablo, Gantner, Dashiell, Gao, Guoyi, Glocker, Ben, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Helbok, Raimund, Jacobs, Bram, Ji-yao Jiang, Mike Jarrett, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Laureys, Steven, Legrand, Valerie, Lightfoot, Roger, Lingsma, Hester, Castaño-León, Ana M., Manley, Geoffrey, Maréchal, Hugues, McMahon, Catherine, Menovsky, Tomas, Mulazzi, Davide, Nair, Nandesh, Nieboer, Daan, Nyirádi, József, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Pirinen, Matti, Polinder, Suzanne, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Rosenlund, Christina, Rossaint, Rolf, Sakowitz, Oliver, Sandor, Janos, Schoechl, Herbert, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Stamatakis, Emmanuel, Stanworth, Simon, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Tibboel, Dick, Vajkoczy, Peter, Vallance, Shirley, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, Vespa, Paul M., Voormolen, Daphne, Wang, Kevin K.W., Wiegers, Eveline, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Younsi, Alexander, Zelinkova, Veronika
Published in Journal of clinical epidemiology (01.06.2020)
Published in Journal of clinical epidemiology (01.06.2020)
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Journal Article
Multiclass cancer classification and biomarker discovery using GA-based algorithms
Liu, Jane Jijun, Cutler, Gene, Li, Wuxiong, Pan, Zheng, Peng, Sihua, Hoey, Tim, Chen, Liangbiao, Ling, Xuefeng Bruce
Published in Bioinformatics (01.06.2005)
Published in Bioinformatics (01.06.2005)
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Journal Article
Simple point-of-care risk stratification in acute coronary syndromes: the AMIS model
Kurz, D J, Bernstein, A, Hunt, K, Radovanovic, D, Erne, P, Siudak, Z, Bertel, O
Published in Heart (British Cardiac Society) (01.04.2009)
Published in Heart (British Cardiac Society) (01.04.2009)
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Journal Article
Deep Learning–Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography
Kwon, Joon‐Myoung, Lee, Soo Youn, Jeon, Ki‐Hyun, Lee, Yeha, Kim, Kyung‐Hee, Park, Jinsik, Oh, Byung‐Hee, Lee, Myong‐Mook
Published in Journal of the American Heart Association (09.04.2020)
Published in Journal of the American Heart Association (09.04.2020)
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Journal Article
Multi-Label Nonlinear Matrix Completion With Transductive Multi-Task Feature Selection for Joint MGMT and IDH1 Status Prediction of Patient With High-Grade Gliomas
Chen, Lei, Zhang, Han, Lu, Junfeng, Thung, Kimhan, Aibaidula, Abudumijiti, Liu, Luyan, Chen, Songcan, Jin, Lei, Wu, Jinsong, Wang, Qian, Zhou, Liangfu, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.08.2018)
Published in IEEE transactions on medical imaging (01.08.2018)
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Journal Article
Volumetric CT-based segmentation of NSCLC using 3D-Slicer
Velazquez, Emmanuel Rios, Parmar, Chintan, Jermoumi, Mohammed, Mak, Raymond H., van Baardwijk, Angela, Fennessy, Fiona M., Lewis, John H., De Ruysscher, Dirk, Kikinis, Ron, Lambin, Philippe, Aerts, Hugo J. W. L.
Published in Scientific reports (18.12.2013)
Published in Scientific reports (18.12.2013)
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Journal Article
Fuzzy C-Means Clustering Algorithm-Based Magnetic Resonance Imaging Image Segmentation for Analyzing the Effect of Edaravone on the Vascular Endothelial Function in Patients with Acute Cerebral Infarction
Yin, Jie, Chang, Hong, Wang, Dongmei, Li, Haifei, Yin, Aibing
Published in Contrast media and molecular imaging (14.07.2021)
Published in Contrast media and molecular imaging (14.07.2021)
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Journal Article
Quad-phased data mining modeling for dementia diagnosis
Bang, Sunjoo, Son, Sangjoon, Roh, Hyunwoong, Lee, Jihye, Bae, Sungyun, Lee, Kyungwon, Hong, Changhyung, Shin, Hyunjung
Published in BMC medical informatics and decision making (18.05.2017)
Published in BMC medical informatics and decision making (18.05.2017)
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Journal Article
Classification of positive blood cultures: computer algorithms versus physicians' assessment - development of tools for surveillance of bloodstream infection prognosis using population-based laboratory databases
Gradel, Kim O, Knudsen, Jenny Dahl, Arpi, Magnus, Østergaard, Christian, Schønheyder, Henrik C, Søgaard, Mette
Published in BMC medical research methodology (12.09.2012)
Published in BMC medical research methodology (12.09.2012)
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Journal Article
Evaluation of the performance of both machine learning models using PET and CT radiomics for predicting recurrence following lung stereotactic body radiation therapy: A single‐institutional study
Nemoto, Hikaru, Saito, Masahide, Satoh, Yoko, Komiyama, Takafumi, Marino, Kan, Aoki, Shinichi, Suzuki, Hidekazu, Sano, Naoki, Nonaka, Hotaka, Watanabe, Hiroaki, Funayama, Satoshi, Onishi, Hiroshi
Published in Journal of Applied Clinical Medical Physics (01.07.2024)
Published in Journal of Applied Clinical Medical Physics (01.07.2024)
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Journal Article
Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry
van Rosendael, Alexander R., Maliakal, Gabriel, Kolli, Kranthi K., Beecy, Ashley, Al’Aref, Subhi J., Dwivedi, Aeshita, Singh, Gurpreet, Panday, Mohit, Kumar, Amit, Ma, Xiaoyue, Achenbach, Stephan, Al-Mallah, Mouaz H., Andreini, Daniele, Bax, Jeroen J., Berman, Daniel S., Budoff, Matthew J., Cademartiri, Filippo, Callister, Tracy Q., Chang, Hyuk-Jae, Chinnaiyan, Kavitha, Chow, Benjamin J.W., Cury, Ricardo C., DeLago, Augustin, Feuchtner, Gudrun, Hadamitzky, Martin, Hausleiter, Joerg, Kaufmann, Philipp A., Kim, Yong-Jin, Leipsic, Jonathon A., Maffei, Erica, Marques, Hugo, Pontone, Gianluca, Raff, Gilbert L., Rubinshtein, Ronen, Shaw, Leslee J., Villines, Todd C., Gransar, Heidi, Lu, Yao, Jones, Erica C., Peña, Jessica M., Lin, Fay Y., Min, James K.
Published in Journal of cardiovascular computed tomography (01.05.2018)
Published in Journal of cardiovascular computed tomography (01.05.2018)
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Journal Article
Histopathological Image Analysis: A Review
Gurcan, M.N., Boucheron, L.E., Can, A., Madabhushi, A., Rajpoot, N.M., Yener, B.
Published in IEEE reviews in biomedical engineering (2009)
Published in IEEE reviews in biomedical engineering (2009)
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Journal Article
Histopathologic Oral Cancer Prediction Using Oral Squamous Cell Carcinoma Biopsy Empowered with Transfer Learning
Rahman, Atta-ur, Alqahtani, Abdullah, Aldhafferi, Nahier, Nasir, Muhammad Umar, Khan, Muhammad Farhan, Khan, Muhammad Adnan, Mosavi, Amir
Published in Sensors (Basel, Switzerland) (01.05.2022)
Published in Sensors (Basel, Switzerland) (01.05.2022)
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Journal Article