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A machine learning algorithm supports ultrasound-naïve novices in the acquisition of diagnostic echocardiography loops and provides accurate estimation of LVEF
Schneider, Matthias, Bartko, Philipp, Geller, Welf, Dannenberg, Varius, König, Andreas, Binder, Christina, Goliasch, Georg, Hengstenberg, Christian, Binder, Thomas
Published in International journal of cardiac imaging (01.02.2021)
Published in International journal of cardiac imaging (01.02.2021)
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Journal Article
Machine-learning-based diagnostics of EEG pathology
Gemein, Lukas A.W., Schirrmeister, Robin T., Chrabąszcz, Patryk, Wilson, Daniel, Boedecker, Joschka, Schulze-Bonhage, Andreas, Hutter, Frank, Ball, Tonio
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
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
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
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
Pathology Image Analysis Using Segmentation Deep Learning Algorithms
Wang, Shidan, Yang, Donghan M., Rong, Ruichen, Zhan, Xiaowei, Xiao, Guanghua
Published in The American journal of pathology (01.09.2019)
Published in The American journal of pathology (01.09.2019)
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Journal Article
Fusion of fMRI and non-imaging data for ADHD classification
Riaz, Atif, Asad, Muhammad, Alonso, Eduardo, Slabaugh, Greg
Published in Computerized medical imaging and graphics (01.04.2018)
Published in Computerized medical imaging and graphics (01.04.2018)
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Journal Article
Diagnostic Potential of Imaging Flow Cytometry
Doan, Minh, Vorobjev, Ivan, Rees, Paul, Filby, Andrew, Wolkenhauer, Olaf, Goldfeld, Anne E., Lieberman, Judy, Barteneva, Natasha, Carpenter, Anne E., Hennig, Holger
Published in Trends in biotechnology (Regular ed.) (01.07.2018)
Published in Trends in biotechnology (Regular ed.) (01.07.2018)
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Journal Article
Automated brain extraction of multisequence MRI using artificial neural networks
Isensee, Fabian, Schell, Marianne, Pflueger, Irada, Brugnara, Gianluca, Bonekamp, David, Neuberger, Ulf, Wick, Antje, Schlemmer, Heinz‐Peter, Heiland, Sabine, Wick, Wolfgang, Bendszus, Martin, Maier‐Hein, Klaus H., Kickingereder, Philipp
Published in Human brain mapping (01.12.2019)
Published in Human brain mapping (01.12.2019)
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Journal Article
Radiogenomics of lower-grade gliomas: machine learning–based MRI texture analysis for predicting 1p/19q codeletion status
Kocak, Burak, Durmaz, Emine Sebnem, Ates, Ece, Sel, Ipek, Turgut Gunes, Saime, Kaya, Ozlem Korkmaz, Zeynalova, Amalya, Kilickesmez, Ozgur
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
Akçakaya, Mehmet, Moeller, Steen, Weingärtner, Sebastian, Uğurbil, Kâmil
Published in Magnetic resonance in medicine (01.01.2019)
Published in Magnetic resonance in medicine (01.01.2019)
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Journal Article
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images
Carass, Aaron, Cuzzocreo, Jennifer L., Han, Shuo, Hernandez-Castillo, Carlos R., Rasser, Paul E., Ganz, Melanie, Beliveau, Vincent, Dolz, Jose, Ben Ayed, Ismail, Desrosiers, Christian, Thyreau, Benjamin, Romero, José E., Coupé, Pierrick, Manjón, José V., Fonov, Vladimir S., Collins, D. Louis, Ying, Sarah H., Onyike, Chiadi U., Crocetti, Deana, Landman, Bennett A., Mostofsky, Stewart H., Thompson, Paul M., Prince, Jerry L.
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
Diagnostic and comparative performance for the prediction of tuberculous pleural effusion using machine learning algorithms
Liu, Yanqing, Liang, Zhigang, Yang, Jing, Yuan, Songbo, Wang, Shanshan, Huang, Weina, Wu, Aihua
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2024)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2024)
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Journal Article
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article