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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
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
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
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
Identification and validation of biomarkers in Alzheimer's disease based on machine learning algorithms and single-cell sequencing analysis
Fan, Yun, Wang, XiaoLong, Ling, Yun, Wang, QiuYi, Zhou, XiBin, Li, Kai, Zhou, ChunXiang
Published in Computational biology and chemistry (01.10.2025)
Published in Computational biology and chemistry (01.10.2025)
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Journal Article
Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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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
Development of a Machine‐Learning Model for Diagnosis of Pancreatic Cancer from Serum Samples Analyzed by Thermal Liquid Biopsy
Hermoso‐Durán, Sonia, Fraunhoffer, Nicolas, Millastre‐Bocos, Judith, Sanchez‐Gracia, Oscar, Garrido, Pablo F., Vega, Sonia, Lanas, Ángel, Iovanna, Juan, Velázquez‐Campoy, Adrián, Abian, Olga
Published in Advanced intelligent systems (01.01.2025)
Published in Advanced intelligent systems (01.01.2025)
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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
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
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
Enhancing Physiological Consistency in Dynamic PET/CT for Hepatocellular Carcinoma through Prior Information and NSGA-III
Xiong, Yiwei, Li, Siming, He, Jianfeng, Wang, Shaobo
Published in International Conference on Information and Computer Technologies (Online) (15.03.2024)
Published in International Conference on Information and Computer Technologies (Online) (15.03.2024)
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Conference Proceeding
BrainSpace: a toolbox for the analysis of macroscale gradients in neuroimaging and connectomics datasets
Vos de Wael, Reinder, Benkarim, Oualid, Paquola, Casey, Lariviere, Sara, Royer, Jessica, Tavakol, Shahin, Xu, Ting, Hong, Seok-Jun, Langs, Georg, Valk, Sofie, Misic, Bratislav, Milham, Michael, Margulies, Daniel, Smallwood, Jonathan, Bernhardt, Boris C.
Published in Communications biology (05.03.2020)
Published in Communications biology (05.03.2020)
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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
Prediction of recurrence after surgery in colorectal cancer patients using radiomics from diagnostic contrast-enhanced computed tomography: a two-center study
Badic, Bogdan, Da-ano, Ronrick, Poirot, Karine, Jaouen, Vincent, Magnin, Benoit, Gagnière, Johan, Pezet, Denis, Hatt, Mathieu, Visvikis, Dimitris
Published in European radiology (01.01.2022)
Published in European radiology (01.01.2022)
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Journal Article