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Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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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
A multi-scale cortical wiring space links cellular architecture and functional dynamics in the human brain
Paquola, Casey, Seidlitz, Jakob, Benkarim, Oualid, Royer, Jessica, Klimes, Petr, Bethlehem, Richard A. I., Larivière, Sara, Vos de Wael, Reinder, Rodríguez-Cruces, Raul, Hall, Jeffery A., Frauscher, Birgit, Smallwood, Jonathan, Bernhardt, Boris C.
Published in PLoS biology (01.11.2020)
Published in PLoS biology (01.11.2020)
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Journal Article
Computed tomography radiomics for the prediction of thymic epithelial tumor histology, TNM stage and myasthenia gravis
Blüthgen, Christian, Patella, Miriam, Euler, André, Baessler, Bettina, Martini, Katharina, von Spiczak, Jochen, Schneiter, Didier, Opitz, Isabelle, Frauenfelder, Thomas
Published in PloS one (20.12.2021)
Published in PloS one (20.12.2021)
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Journal Article
Predictive Big Data Analytics: A Study of Parkinson’s Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations
Dinov, Ivo D., Heavner, Ben, Tang, Ming, Glusman, Gustavo, Chard, Kyle, Darcy, Mike, Madduri, Ravi, Pa, Judy, Spino, Cathie, Kesselman, Carl, Foster, Ian, Deutsch, Eric W., Price, Nathan D., Van Horn, John D., Ames, Joseph, Clark, Kristi, Hood, Leroy, Hampstead, Benjamin M., Dauer, William, Toga, Arthur W.
Published in PloS one (05.08.2016)
Published in PloS one (05.08.2016)
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Journal Article
Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?
Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)
Published in PloS one (10.10.2019)
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Journal Article
PyHIST: A Histological Image Segmentation Tool
Muñoz-Aguirre, Manuel, Ntasis, Vasilis F., Rojas, Santiago, Guigó, Roderic
Published in PLoS computational biology (19.10.2020)
Published in PLoS computational biology (19.10.2020)
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Journal Article
Defining Disease Phenotypes in Primary Care Electronic Health Records by a Machine Learning Approach: A Case Study in Identifying Rheumatoid Arthritis
Zhou, Shang-Ming, Fernandez-Gutierrez, Fabiola, Kennedy, Jonathan, Cooksey, Roxanne, Atkinson, Mark, Denaxas, Spiros, Siebert, Stefan, Dixon, William G., O’Neill, Terence W., Choy, Ernest, Sudlow, Cathie, Brophy, Sinead
Published in PloS one (02.05.2016)
Published in PloS one (02.05.2016)
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Journal Article
Radiogenomic Models Using Machine Learning Techniques to Predict EGFR Mutations in Non-Small Cell Lung Cancer
Published in Canadian Association of Radiologists journal
(01.02.2021)
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Journal Article
Detection of ankle fractures using deep learning algorithms
Ashkani-Esfahani, Soheil, Mojahed Yazdi, Reza, Bhimani, Rohan, Kerkhoffs, Gino M., Maas, Mario, DiGiovanni, Christopher W., Lubberts, Bart, Guss, Daniel
Published in Foot and ankle surgery (01.12.2022)
Published in Foot and ankle surgery (01.12.2022)
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Journal Article
Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning
Nishio, Mizuho, Sugiyama, Osamu, Yakami, Masahiro, Ueno, Syoko, Kubo, Takeshi, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (27.07.2018)
Published in PloS one (27.07.2018)
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Journal Article
A New Deep Learning Algorithm for Detecting Spinal Metastases on Computed Tomography Images
Published in Spine (Philadelphia, Pa. 1976)
(15.03.2024)
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Journal Article
Quantifying Parkinson’s disease motor severity under uncertainty using MDS-UPDRS videos
Lu, Mandy, Zhao, Qingyu, Poston, Kathleen L., Sullivan, Edith V., Pfefferbaum, Adolf, Shahid, Marian, Katz, Maya, Montaser-Kouhsari, Leila, Schulman, Kevin, Milstein, Arnold, Niebles, Juan Carlos, Henderson, Victor W., Fei-Fei, Li, Pohl, Kilian M., Adeli, Ehsan
Published in Medical image analysis (01.10.2021)
Published in Medical image analysis (01.10.2021)
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Journal Article
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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Journal Article
Expert-enhanced machine learning for cardiac arrhythmia classification
Sager, Sebastian, Bernhardt, Felix, Kehrle, Florian, Merkert, Maximilian, Potschka, Andreas, Meder, Benjamin, Katus, Hugo, Scholz, Eberhard
Published in PloS one (23.12.2021)
Published in PloS one (23.12.2021)
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Journal Article
Establish a normal fetal lung gestational age grading model and explore the potential value of deep learning algorithms in fetal lung maturity evaluation
Xia, Tai-Hui, Tan, Man, Li, Jing-Hua, Wang, Jing-Jing, Wu, Qing-Qing, Kong, De-Xing
Published in Chinese medical journal (01.07.2021)
Published in Chinese medical journal (01.07.2021)
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Journal Article
Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia
Published in Neurology
(19.10.2021)
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Journal Article