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Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
Salvador, Raymond, Radua, Joaquim, Canales-Rodríguez, Erick J., Solanes, Aleix, Sarró, Salvador, Goikolea, José M., Valiente, Alicia, Monté, Gemma C., Natividad, María del Carmen, Guerrero-Pedraza, Amalia, Moro, Noemí, Fernández-Corcuera, Paloma, Amann, Benedikt L., Maristany, Teresa, Vieta, Eduard, McKenna, Peter J., Pomarol-Clotet, Edith
Published in PloS one (20.04.2017)
Published in PloS one (20.04.2017)
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Journal Article
Deep learning to diagnose cardiac amyloidosis from cardiovascular magnetic resonance
Martini, Nicola, Aimo, Alberto, Barison, Andrea, Della Latta, Daniele, Vergaro, Giuseppe, Aquaro, Giovanni Donato, Ripoli, Andrea, Emdin, Michele, Chiappino, Dante
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
Published in Journal of cardiovascular magnetic resonance (07.12.2020)
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Journal Article
Classification of healthy and diseased retina using SD-OCT imaging and Random Forest algorithm
Hussain, Md Akter, Bhuiyan, Alauddin, D. Luu, Chi, Theodore Smith, R., H. Guymer, Robyn, Ishikawa, Hiroshi, S. Schuman, Joel, Ramamohanarao, Kotagiri
Published in PloS one (04.06.2018)
Published in PloS one (04.06.2018)
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Journal Article
How to evaluate deep learning for cancer diagnostics – factors and recommendations
Daneshjou, Roxana, He, Bryan, Ouyang, David, Zou, James Y
Published in Biochimica et biophysica acta. Reviews on cancer (01.04.2021)
Published in Biochimica et biophysica acta. Reviews on cancer (01.04.2021)
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Journal Article
White matter hyperintensities and their relationship to cognition: Effects of segmentation algorithm
Tubi, Meral A., Feingold, Franklin W., Kothapalli, Deydeep, Hare, Evan T., King, Kevin S., Thompson, Paul M., Braskie, Meredith N.
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
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Journal Article
Partial volume correction in quantitative amyloid imaging
Su, Yi, Blazey, Tyler M., Snyder, Abraham Z., Raichle, Marcus E., Marcus, Daniel S., Ances, Beau M., Bateman, Randall J., Cairns, Nigel J., Aldea, Patricia, Cash, Lisa, Christensen, Jon J., Friedrichsen, Karl, Hornbeck, Russ C., Farrar, Angela M., Owen, Christopher J., Mayeux, Richard, Brickman, Adam M., Klunk, William, Price, Julie C., Thompson, Paul M., Ghetti, Bernadino, Saykin, Andrew J., Sperling, Reisa A., Johnson, Keith A., Schofield, Peter R., Buckles, Virginia, Morris, John C., Benzinger, Tammie L.S.
Published in NeuroImage (Orlando, Fla.) (15.02.2015)
Published in NeuroImage (Orlando, Fla.) (15.02.2015)
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Journal Article
A feature agnostic approach for glaucoma detection in OCT volumes
Maetschke, Stefan, Antony, Bhavna, Ishikawa, Hiroshi, Wollstein, Gadi, Schuman, Joel, Garnavi, Rahil
Published in PloS one (01.07.2019)
Published in PloS one (01.07.2019)
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Journal Article
Variation in the Thickness of Knee Cartilage. The Use of a Novel Machine Learning Algorithm for Cartilage Segmentation of Magnetic Resonance Images
Shah, Romil F., Martinez, Alejandro M., Pedoia, Valentina, Majumdar, Sharmila, Vail, Thomas P., Bini, Stefano A.
Published in The Journal of arthroplasty (01.10.2019)
Published in The Journal of arthroplasty (01.10.2019)
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Journal Article
Multiparametric MRI for the improved diagnostic accuracy of Alzheimer’s disease and mild cognitive impairment: Research protocol of a case-control study design
Piersson, Albert Dayor, Ibrahim, Buhari, Suppiah, Subapriya, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Omar, Nur Farhayu, Ibrahim, Mohd Izuan, Yusoff, Ahmad Nazlim, Ibrahim, Normala, Saripan, M. Iqbal, Razali, Rizah Mazzuin
Published in PloS one (21.09.2021)
Published in PloS one (21.09.2021)
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Journal Article
Prototype metal artefact reduction algorithm in flat panel computed tomography - evaluation in patients undergoing transarterial hepatic radioembolisation
Hamie, Qeumars Mustafa, Kobe, Adrian Raoul, Mietzsch, Leif, Manhart, Michael, Puippe, Gilbert Dominique, Pfammatter, Thomas, Guggenberger, Roman
Published in European radiology (01.01.2018)
Published in European radiology (01.01.2018)
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Journal Article
Clinically Oriented CBCT Periapical Lesion Evaluation via 3D CNN Algorithm
Fu, W.T., Zhu, Q.K., Li, N., Wang, Y.Q., Deng, S.L., Chen, H.P., Shen, J., Meng, L.Y., Bian, Z.
Published in Journal of dental research (01.01.2024)
Published in Journal of dental research (01.01.2024)
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Journal Article
Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA
Radua, Joaquim, Vieta, Eduard, Shinohara, Russell, Kochunov, Peter, Quidé, Yann, Green, Melissa J., Weickert, Cynthia S., Weickert, Thomas, Bruggemann, Jason, Kircher, Tilo, Nenadić, Igor, Cairns, Murray J., Seal, Marc, Henskens, Frans, Fullerton, Janice M., Mowry, Bryan, Pantelis, Christos, Lenroot, Rhoshel, Cropley, Vanessa, Loughland, Carmel, Scott, Rodney, Wolf, Daniel, Satterthwaite, Theodore D., Tan, Yunlong, Sim, Kang, Spalletta, Gianfranco, Banaj, Nerisa, Pomarol-Clotet, Edith, Solanes, Aleix, Albajes-Eizagirre, Anton, Canales-Rodríguez, Erick J., Sarro, Salvador, Bertolino, Alessandro, Stäblein, Michael, Oertel, Viola, Knöchel, Christian, Borgwardt, Stefan, Yun, Je-Yeon, Kwon, Jun Soo, Dannlowski, Udo, Hahn, Tim, Grotegerd, Dominik, Alloza, Clara, Arango, Celso, Janssen, Joost, Jiang, Wenhao, Ehrlich, Stefan, Yang, Kun, Cascella, Nicola G., Takayanagi, Yoichiro, Sawa, Akira, Tomyshev, Alexander, Lebedeva, Irina, Kaleda, Vasily, Kirschner, Matthias, Hoschl, Cyril, Tomecek, David, Skoch, Antonin, van Amelsvoort, Therese, James, Anthony, Preda, Adrian, Weideman, Andrea, Stein, Dan J., Howells, Fleur, Uhlmann, Anne, Temmingh, Henk, López-Jaramillo, Carlos, Díaz-Zuluaga, Ana, Fortea, Lydia, Martinez-Heras, Eloy, Solana, Elisabeth, Llufriu, Sara, Jahanshad, Neda, Thompson, Paul, Turner, Jessica, van Erp, Theo, Glahn, David, Pearlson, Godfrey, Hong, Elliot, Carr, Vaughan, Tooney, Paul, Cooper, Gavin, Rasser, Paul, Michie, Patricia, Catts, Stanley, Gur, Raquel, Gur, Ruben, Yang, Fude, Fan, Fengmei, Chen, Jingxu, Guo, Hua, Wang, Zhiren, Xiang, Hong, Piras, Federica, Assogna, Francesca, Salvador, Raymond, Bonvino, Aurora, King, Margaret, Nguyen, Dana, Pineda-Zapata, Julian
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
Published in NeuroImage (Orlando, Fla.) (01.09.2020)
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Journal Article
Impact of Reconstruction Algorithms on CT Radiomic Features of Pulmonary Tumors: Analysis of Intra- and Inter-Reader Variability and Inter-Reconstruction Algorithm Variability
Kim, Hyungjin, Park, Chang Min, Lee, Myunghee, Park, Sang Joon, Song, Yong Sub, Lee, Jong Hyuk, Hwang, Eui Jin, Goo, Jin Mo
Published in PloS one (14.10.2016)
Published in PloS one (14.10.2016)
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Journal Article
Temporal Lobe Epilepsy Surgical Outcomes Can Be Inferred Based on Structural Connectome Hubs: A Machine Learning Study
Gleichgerrcht, Ezequiel, Keller, Simon S., Drane, Daniel L., Munsell, Brent C., Davis, Kathryn A., Kaestner, Erik, Weber, Bernd, Krantz, Samantha, Vandergrift, William A., Edwards, Jonathan C., McDonald, Carrie R., Kuzniecky, Ruben, Bonilha, Leonardo
Published in Annals of neurology (01.11.2020)
Published in Annals of neurology (01.11.2020)
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Journal Article
XGBoost-SHAP-based interpretable diagnostic framework for alzheimer’s disease
Yi, Fuliang, Yang, Hui, Chen, Durong, Qin, Yao, Han, Hongjuan, Cui, Jing, Bai, Wenlin, Ma, Yifei, Zhang, Rong, Yu, Hongmei
Published in BMC medical informatics and decision making (25.07.2023)
Published in BMC medical informatics and decision making (25.07.2023)
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Journal Article
Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images
Šprem, Jurica, de Vos, Bob D., Lessmann, Nikolas, van Hamersvelt, Robbert W., Greuter, Marcel J. W., de Jong, Pim A., Leiner, Tim, Viergever, Max A., Išgum, Ivana
Published in PloS one (20.12.2018)
Published in PloS one (20.12.2018)
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Journal Article