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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
Improving image quality and diagnostic usability in photon-counting coronary CT angiography using a novel reconstruction algorithm
Haag, Nina P., Niehoff, Julius H., Shahzadi, Iram, Panknin, Christoph, Wiemer, Marcus, Kaese, Sven, Gertz, Roman Johannes, Pennig, Lenhard, Platte, Ole Inuk, Surov, Alexey, Borggrefe, Jan, Kroeger, Jan Robert
Published in European radiology (01.08.2025)
Published in European radiology (01.08.2025)
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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
A new RT-LAMP-on-a-Chip Instrument for SARS-CoV-2 diagnostics
Torezin Mendonça, Geovani, Cassaboni Stracke, Mateus, de Oliveira Coelho, Bruna, Bruna Soligo Sanchuki, Heloisa, Klassen de Oliveira, Viviane, Klerynton Marchini, Fabricio, Lucíola Zanette, Dalila, Nóbrega Aoki, Mateus, Ribeiro Viana, Emilson, Blanes, Lucas
Published in Microchemical journal (01.09.2022)
Published in Microchemical journal (01.09.2022)
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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
Diagnostic accuracy of liver imaging reporting and data system (LI-RADS) v2014 for intrahepatic mass-forming cholangiocarcinomas in patients with chronic liver disease on gadoxetic acid-enhanced MRI
Joo, Ijin, Lee, Jeong Min, Lee, Sang Min, Lee, Jeong Sub, Park, Jin Young, Han, Joon Koo
Published in Journal of magnetic resonance imaging (01.11.2016)
Published in Journal of magnetic resonance imaging (01.11.2016)
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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
PET/MR Imaging in the Detection and Characterization of Pulmonary Lesions: Technical and Diagnostic Evaluation in Comparison to PET/CT
Rauscher, Isabel, Eiber, Matthias, Fürst, Sebastian, Souvatzoglou, Michael, Nekolla, Stephan G., Ziegler, Sibylle I., Rummeny, Ernst J., Schwaiger, Markus, Beer, Ambros J.
Published in Journal of Nuclear Medicine (01.05.2014)
Published in Journal of Nuclear Medicine (01.05.2014)
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Journal Article
Dedicated breast CT: Fibroglandular volume measurements in a diagnostic population
Vedantham, Srinivasan, Shi, Linxi, Karellas, Andrew, O’Connell, Avice M.
Published in Medical physics (Lancaster) (01.12.2012)
Published in Medical physics (Lancaster) (01.12.2012)
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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
Accelerated ultrashort echo time quantitative magnetization transfer (UTE-qMT) imaging of macromolecular fraction (MMF) in cortical bone based on a self-attention convolutional neural network
Du, Kevin, Tang, Harry, Athertya, Jiyo, Wang, Yidan, Hu, Megan, Wang, Avery, Jerban, Saeed, Shin, Soo Hyun, Ma, Yajun, Chung, Christine B., Chang, Eric Y.
Published in Magnetic resonance imaging (01.09.2025)
Published in Magnetic resonance imaging (01.09.2025)
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Journal Article
Assessing the Performance of a New Artificial Intelligence–Driven Diagnostic Support Tool Using Medical Board Exam Simulations: Clinical Vignette Study
Ben-Shabat, Niv, Sloma, Ariel, Weizman, Tomer, Kiderman, David, Amital, Howard
Published in JMIR medical informatics (30.11.2021)
Published in JMIR medical informatics (30.11.2021)
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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
Effect of Radiation Dose Reduction and Reconstruction Algorithm on Image Noise, Contrast, Resolution, and Detectability of Subtle Hypoattenuating Liver Lesions at Multidetector CT: Filtered Back Projection versus a Commercial Model–based Iterative Reconstruction Algorithm
Solomon, Justin, Marin, Daniele, Roy Choudhury, Kingshuk, Patel, Bhavik, Samei, Ehsan
Published in Radiology (01.09.2017)
Published in Radiology (01.09.2017)
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Journal Article
Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists
Antonelli, Michela, Johnston, Edward W., Dikaios, Nikolaos, Cheung, King K., Sidhu, Harbir S., Appayya, Mrishta B., Giganti, Francesco, Simmons, Lucy A. M., Freeman, Alex, Allen, Clare, Ahmed, Hashim U., Atkinson, David, Ourselin, Sebastien, Punwani, Shonit
Published in European radiology (01.09.2019)
Published in European radiology (01.09.2019)
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Journal Article
Multivariate machine learning models for prediction of pathologic response to neoadjuvant therapy in breast cancer using MRI features: a study using an independent validation set
Cain, Elizabeth Hope, Saha, Ashirbani, Harowicz, Michael R., Marks, Jeffrey R., Marcom, P. Kelly, Mazurowski, Maciej A.
Published in Breast cancer research and treatment (01.01.2019)
Published in Breast cancer research and treatment (01.01.2019)
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Journal Article
Convolutional Neural Network Using a Breast MRI Tumor Dataset Can Predict Oncotype Dx Recurrence Score
Ha, Richard, Chang, Peter, Mutasa, Simukayi, Karcich, Jenika, Goodman, Sarah, Blum, Elyse, Kalinsky, Kevin, Liu, Michael Z., Jambawalikar, Sachin
Published in Journal of magnetic resonance imaging (01.02.2019)
Published in Journal of magnetic resonance imaging (01.02.2019)
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Journal Article