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Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia
Published in Neurology
(19.10.2021)
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Journal Article
NBS-Predict: A prediction-based extension of the network-based statistic
Serin, Emin, Zalesky, Andrew, Matory, Adu, Walter, Henrik, Kruschwitz, Johann D.
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
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Journal Article
Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records
Zad, Zahra, Jiang, Victoria S., Wolf, Amber T., Wang, Taiyao, Cheng, J. Jojo, Paschalidis, Ioannis Ch, Mahalingaiah, Shruthi
Published in Frontiers in endocrinology (Lausanne) (2024)
Published in Frontiers in endocrinology (Lausanne) (2024)
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Journal Article
Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs
Chen, Yasheng, Dhar, Rajat, Heitsch, Laura, Ford, Andria, Fernandez-Cadenas, Israel, Carrera, Caty, Montaner, Joan, Lin, Weili, Shen, Dinggang, An, Hongyu, Lee, Jin-Moo
Published in NeuroImage clinical (01.01.2016)
Published in NeuroImage clinical (01.01.2016)
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Journal Article
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
Toward a unified framework for interpreting machine-learning models in neuroimaging
Kohoutová, Lada, Heo, Juyeon, Cha, Sungmin, Lee, Sungwoo, Moon, Taesup, Wager, Tor D., Woo, Choong-Wan
Published in Nature protocols (01.04.2020)
Published in Nature protocols (01.04.2020)
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Journal Article
Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists
Antonelli, Michela, Johnston, Edward W., Dikaios, Nikolaos, Cheung, King K., Sidhu, Harbir S., Appayya, Mrishta B., Giganti, Francesco, Simmons, Lucy A. M., Freeman, Alex, Allen, Clare, Ahmed, Hashim U., Atkinson, David, Ourselin, Sebastien, Punwani, Shonit
Published in European radiology (01.09.2019)
Published in European radiology (01.09.2019)
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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
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
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
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
Automatic diagnosis of melanoma using hyperspectral data and GoogLeNet
Hirano, Ginji, Nemoto, Mitsutaka, Kimura, Yuichi, Kiyohara, Yoshio, Koga, Hiroshi, Yamazaki, Naoya, Christensen, Gustav, Ingvar, Christian, Nielsen, Kari, Nakamura, Atsushi, Sota, Takayuki, Nagaoka, Takashi
Published in Skin research and technology (01.11.2020)
Published in Skin research and technology (01.11.2020)
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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
Spotting L3 slice in CT scans using deep convolutional network and transfer learning
Belharbi, Soufiane, Chatelain, Clément, Hérault, Romain, Adam, Sébastien, Thureau, Sébastien, Chastan, Mathieu, Modzelewski, Romain
Published in Computers in biology and medicine (01.08.2017)
Published in Computers in biology and medicine (01.08.2017)
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Journal Article
Prediction of the differences in tumor mutation burden between primary and metastatic lesions by radiogenomics
Hoshino, Isamu, Yokota, Hajime, Iwatate, Yosuke, Mori, Yasukuni, Kuwayama, Naoki, Ishige, Fumitaka, Itami, Makiko, Uno, Takashi, Nakamura, Yuki, Tatsumi, Yasutoshi, Shimozato, Osamu, Nagase, Hiroki
Published in Cancer science (01.01.2022)
Published in Cancer science (01.01.2022)
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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
Comparison of Machine Learning Methods Using Spectralis OCT for Diagnosis and Disability Progression Prognosis in Multiple Sclerosis
Montolío, Alberto, Cegoñino, José, Garcia-Martin, Elena, Pérez del Palomar, Amaya
Published in Annals of biomedical engineering (01.05.2022)
Published in Annals of biomedical engineering (01.05.2022)
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Journal Article
Radiomics Features of the Spleen as Surrogates for CT-Based Lymphoma Diagnosis and Subtype Differentiation
Enke, Johanna S., Moltz, Jan H., D'Anastasi, Melvin, Kunz, Wolfgang G., Schmidt, Christian, Maurus, Stefan, Mühlberg, Alexander, Katzmann, Alexander, Sühling, Michael, Hahn, Horst, Nörenberg, Dominik, Huber, Thomas
Published in Cancers (29.01.2022)
Published in Cancers (29.01.2022)
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