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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
Automated and real-time segmentation of suspicious breast masses using convolutional neural network
Kumar, Viksit, Webb, Jeremy M., Gregory, Adriana, Denis, Max, Meixner, Duane D., Bayat, Mahdi, Whaley, Dana H., Fatemi, Mostafa, Alizad, Azra
Published in PloS one (16.05.2018)
Published in PloS one (16.05.2018)
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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
Iterative Image Reconstruction for Sparse-View CT Using Normal-Dose Image Induced Total Variation Prior
Huang, Jing, Zhang, Yunwan, Ma, Jianhua, Zeng, Dong, Bian, Zhaoying, Niu, Shanzhou, Feng, Qianjin, Liang, Zhengrong, Chen, Wufan
Published in PloS one (18.11.2013)
Published in PloS one (18.11.2013)
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Journal Article
Explainable AI identifies diagnostic cells of genetic AML subtypes
Hehr, Matthias, Sadafi, Ario, Matek, Christian, Lienemann, Peter, Pohlkamp, Christian, Haferlach, Torsten, Spiekermann, Karsten, Marr, Carsten
Published in PLOS digital health (01.03.2023)
Published in PLOS digital health (01.03.2023)
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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
An Efficient Segmentation and Classification System in Medical Images Using Intuitionist Possibilistic Fuzzy C-Mean Clustering and Fuzzy SVM Algorithm
Chowdhary, Chiranji Lal, Mittal, Mohit, P., Kumaresan, Pattanaik, P. A., Marszalek, Zbigniew
Published in Sensors (Basel, Switzerland) (13.07.2020)
Published in Sensors (Basel, Switzerland) (13.07.2020)
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Journal Article
Validation of automated artificial intelligence segmentation of optical coherence tomography images
Maloca, Peter M., Lee, Aaron Y., de Carvalho, Emanuel R., Okada, Mali, Fasler, Katrin, Leung, Irene, Hörmann, Beat, Kaiser, Pascal, Suter, Susanne, Hasler, Pascal W., Zarranz-Ventura, Javier, Egan, Catherine, Heeren, Tjebo F. C., Balaskas, Konstantinos, Tufail, Adnan, Scholl, Hendrik P. N.
Published in PloS one (16.08.2019)
Published in PloS one (16.08.2019)
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Journal Article
Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case–control study with multicohort validation
Grosset, Andrée-Anne, Dallaire, Frédérick, Nguyen, Tien, Birlea, Mirela, Wong, Jahg, Daoust, François, Roy, Noémi, Kougioumoutzakis, André, Azzi, Feryel, Aubertin, Kelly, Kadoury, Samuel, Latour, Mathieu, Albadine, Roula, Prendeville, Susan, Boutros, Paul, Fraser, Michael, Bristow, Rob G., van der Kwast, Theodorus, Orain, Michèle, Brisson, Hervé, Benzerdjeb, Nazim, Hovington, Hélène, Bergeron, Alain, Fradet, Yves, Têtu, Bernard, Saad, Fred, Leblond, Frédéric, Trudel, Dominique
Published in PLoS medicine (01.08.2020)
Published in PLoS medicine (01.08.2020)
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Journal Article
Leveraging a Vision Transformer Model to Improve Diagnostic Accuracy of Cardiac Amyloidosis With Cardiac Magnetic Resonance
Cockrum, Joshua, Nakashima, Makiya, Ammoury, Carl, Rizkallah, Diane, Mauch, Joseph, Lopez, David, Wolinksy, David, Hwang, Tae Hyun, Kapadia, Samir, Svensson, Lars G., Grimm, Richard, Hanna, Mazen, Tang, W.H. Wilson, Nguyen, Christopher, Chen, David, Kwon, Deborah
Published in JACC. Cardiovascular imaging (01.03.2025)
Published in JACC. Cardiovascular imaging (01.03.2025)
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Journal Article
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
Comparison of Objective Image Quality Metrics to Expert Radiologists' Scoring of Diagnostic Quality of MR Images
Mason, Allister, Rioux, James, Clarke, Sharon E., Costa, Andreu, Schmidt, Matthias, Keough, Valerie, Huynh, Thien, Beyea, Steven
Published in IEEE transactions on medical imaging (01.04.2020)
Published in IEEE transactions on medical imaging (01.04.2020)
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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