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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
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L., Zhu, Kaylie, Yang, Brandon, Mehta, Hershel, Duan, Tony, Ding, Daisy, Bagul, Aarti, Langlotz, Curtis P., Patel, Bhavik N., Yeom, Kristen W., Shpanskaya, Katie, Blankenberg, Francis G., Seekins, Jayne, Amrhein, Timothy J., Mong, David A., Halabi, Safwan S., Zucker, Evan J., Ng, Andrew Y., Lungren, Matthew P.
Published in PLoS medicine (20.11.2018)
Published in PLoS medicine (20.11.2018)
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Journal Article
Evaluation of On-Board kV Cone Beam Computed Tomography–Based Dose Calculation With Deformable Image Registration Using Hounsfield Unit Modifications
Onozato, Yusuke, Kadoya, Noriyuki, Fujita, Yukio, Arai, Kazuhiro, Dobashi, Suguru, Takeda, Ken, Kishi, Kazuma, Umezawa, Rei, Matsushita, Haruo, Jingu, Keiichi
Published in International journal of radiation oncology, biology, physics (01.06.2014)
Published in International journal of radiation oncology, biology, physics (01.06.2014)
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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
Differentiating between renal medullary and clear cell renal carcinoma with a machine learning radiomics approach
Jiwani, Rahim, Pal, Koustav, Paolucci, Iwan, Odisio, Bruno, Brock, Kristy, Tannir, Nizar M, Shapiro, Daniel D, Msaouel, Pavlos, Sheth, Rahul A
Published in The oncologist (Dayton, Ohio) (06.02.2025)
Published in The oncologist (Dayton, Ohio) (06.02.2025)
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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
Nonalcoholic Fatty Liver Disease: Diagnostic and Fat-Grading Accuracy of Low-Flip-Angle Multiecho Gradient-Recalled-Echo MR Imaging at 1.5 T
Yokoo, Takeshi, Bydder, Mark, Hamilton, Gavin, Middleton, Michael S., Gamst, Anthony C., Wolfson, Tanya, Hassanein, Tarek, Patton, Heather M., Lavine, Joel E., Schwimmer, Jeffrey B., Sirlin, Claude B.
Published in Radiology (01.04.2009)
Published in Radiology (01.04.2009)
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Journal Article
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Hannun, Awni Y., Rajpurkar, Pranav, Haghpanahi, Masoumeh, Tison, Geoffrey H., Bourn, Codie, Turakhia, Mintu P., Ng, Andrew Y.
Published in Nature medicine (01.01.2019)
Published in Nature medicine (01.01.2019)
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Journal Article
X-ray PCB defect automatic diagnosis algorithm based on deep learning and artificial intelligence
Liu, Yaojun, Wang, Ping, Liu, Jingjing, Liu, Chuanyang
Published in Neural computing & applications (01.12.2023)
Published in Neural computing & applications (01.12.2023)
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Journal Article
Artificial intelligence-assisted interpretation of bone age radiographs improves accuracy and decreases variability
Tajmir, Shahein H., Lee, Hyunkwang, Shailam, Randheer, Gale, Heather I., Nguyen, Jie C., Westra, Sjirk J., Lim, Ruth, Yune, Sehyo, Gee, Michael S., Do, Synho
Published in Skeletal radiology (01.02.2019)
Published in Skeletal radiology (01.02.2019)
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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
Population heterogeneity in clinical cohorts affects the predictive accuracy of brain imaging
Benkarim, Oualid, Paquola, Casey, Park, Bo-yong, Kebets, Valeria, Hong, Seok-Jun, Vos de Wael, Reinder, Zhang, Shaoshi, Yeo, B. T. Thomas, Eickenberg, Michael, Ge, Tian, Poline, Jean-Baptiste, Bernhardt, Boris C., Bzdok, Danilo
Published in PLoS biology (29.04.2022)
Published in PLoS biology (29.04.2022)
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Journal Article
A vision–language foundation model for the generation of realistic chest X-ray images
Published in Nature biomedical engineering
(01.04.2025)
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Journal Article