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A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Multi-Image-Feature-Based Hierarchical Concrete Crack Identification Framework Using Optimized SVM Multi-Classifiers and D–S Fusion Algorithm for Bridge Structures
Yu, Yang, Rashidi, Maria, Samali, Bijan, Yousefi, Amir M., Wang, Weiqiang
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
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Journal Article
Health diagnostics using multi-attribute classification fusion
Wang, Pingfeng, Tamilselvan, Prasanna, Hu, Chao
Published in Engineering applications of artificial intelligence (01.06.2014)
Published in Engineering applications of artificial intelligence (01.06.2014)
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Journal Article
Radiomics-based automated machine learning for differentiating focal liver lesions on unenhanced computed tomography
Yang, Nan, Ma, Zhuangxuan, Zhang, Ling, Ji, Wenbin, Xi, Qian, Li, Ming, Jin, Liang
Published in Abdominal imaging (01.05.2025)
Published in Abdominal imaging (01.05.2025)
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Journal Article
eDiVA—Classification and prioritization of pathogenic variants for clinical diagnostics
Bosio, Mattia, Drechsel, Oliver, Rahman, Rubayte, Muyas, Francesc, Rabionet, Raquel, Bezdan, Daniela, Domenech Salgado, Laura, Hor, Hyun, Schott, Jean‐Jacques, Munell, Francina, Colobran, Roger, Macaya, Alfons, Estivill, Xavier, Ossowski, Stephan
Published in Human mutation (01.07.2019)
Published in Human mutation (01.07.2019)
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Journal Article
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate
Shao, Wei, Vesal, Sulaiman, Soerensen, Simon J.C., Bhattacharya, Indrani, Golestani, Negar, Yamashita, Rikiya, Kunder, Christian A., Fan, Richard E., Ghanouni, Pejman, Brooks, James D., Sonn, Geoffrey A., Rusu, Mirabela
Published in Computers in biology and medicine (01.05.2024)
Published in Computers in biology and medicine (01.05.2024)
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Journal Article
Improvement of the diagnostic accuracy for intracranial haemorrhage using deep learning–based computer-assisted detection
Watanabe, Yoshiyuki, Tanaka, Takahiro, Nishida, Atsushi, Takahashi, Hiroto, Fujiwara, Masahiro, Fujiwara, Takuya, Arisawa, Atsuko, Yano, Hiroki, Tomiyama, Noriyuki, Nakamura, Hajime, Todo, Kenichi, Yoshiya, Kazuhisa
Published in Neuroradiology (01.05.2021)
Published in Neuroradiology (01.05.2021)
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Journal Article
Deep Learning–Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Ayobi, Angela, Davis, Adam, Chang, Peter D., Chow, Daniel S., Nael, Kambiz, Tassy, Maxime, Quenet, Sarah, Fogola, Sylvain, Shabe, Peter, Fussell, David, Avare, Christophe, Chaibi, Yasmina
Published in American journal of neuroradiology : AJNR (04.03.2025)
Published in American journal of neuroradiology : AJNR (04.03.2025)
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Journal Article
Preoperative Prediction of Microvascular Invasion in Hepatocellular Carcinoma From Multi-Sequence Magnetic Resonance Imaging Based on Deep Fusion Representation Learning
Ma, Haishu, Wang, Lili, Sun, Lingzhi, Wang, Shinan, Lu, Lulu, Zhang, Chaoyang, He, Yong, Zhu, Yuan
Published in IEEE journal of biomedical and health informatics (01.05.2025)
Published in IEEE journal of biomedical and health informatics (01.05.2025)
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Journal Article
Classification of pancreatic cystic neoplasms using radiomic feature analysis is equivalent to an experienced academic radiologist: a step toward computer-augmented diagnostics for radiologists
Chu, Linda C., Park, Seyoun, Soleimani, Sahar, Fouladi, Daniel F., Shayesteh, Shahab, He, Jin, Javed, Ammar A., Wolfgang, Christopher L., Vogelstein, Bert, Kinzler, Kenneth W., Hruban, Ralph H., Afghani, Elham, Lennon, Anne Marie, Fishman, Elliot K., Kawamoto, Satomi
Published in Abdominal imaging (01.12.2022)
Published in Abdominal imaging (01.12.2022)
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Journal Article
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders
Martinez-Murcia, Francisco J., Ortiz, Andres, Gorriz, Juan-Manuel, Ramirez, Javier, Castillo-Barnes, Diego
Published in IEEE journal of biomedical and health informatics (01.01.2020)
Published in IEEE journal of biomedical and health informatics (01.01.2020)
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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
Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia
Published in Neurology
(19.10.2021)
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Journal Article
Chronic Mild Traumatic Brain Injury: Aberrant Static and Dynamic Connectomic Features Identified Through Machine Learning Model Fusion
Simos, Nicholas J., Manolitsi, Katina, Luppi, Andrea I., Kagialis, Antonios, Antonakakis, Marios, Zervakis, Michalis, Antypa, Despina, Kavroulakis, Eleftherios, Maris, Thomas G., Vakis, Antonios, Stamatakis, Emmanuel A., Papadaki, Efrosini
Published in Neuroinformatics (Totowa, N.J.) (01.04.2023)
Published in Neuroinformatics (Totowa, N.J.) (01.04.2023)
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Journal Article
A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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Journal Article