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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
Development and Validation of a Deep Learning–Based Automated Detection Algorithm for Major Thoracic Diseases on Chest Radiographs
Hwang, Eui Jin, Park, Sunggyun, Jin, Kwang-Nam, Kim, Jung Im, Choi, So Young, Lee, Jong Hyuk, Goo, Jin Mo, Aum, Jaehong, Yim, Jae-Joon, Cohen, Julien G., Ferretti, Gilbert R., Park, Chang Min
Published in JAMA network open (01.03.2019)
Published in JAMA network open (01.03.2019)
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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
Deep learning–based algorithm improved radiologists’ performance in bone metastases detection on CT
Noguchi, Shunjiro, Nishio, Mizuho, Sakamoto, Ryo, Yakami, Masahiro, Fujimoto, Koji, Emoto, Yutaka, Kubo, Takeshi, Iizuka, Yoshio, Nakagomi, Keita, Miyasa, Kazuhiro, Satoh, Kiyohide, Nakamoto, Yuji
Published in European radiology (01.11.2022)
Published in European radiology (01.11.2022)
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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
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
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 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
Diagnostic performance and image quality of an image-based denoising algorithm applied to radiation dose-reduced CT in diagnosing acute appendicitis
Choi, Hyeon Ui, Cho, Jungheum, Hwang, Jinhee, Lee, Seungjae, Chang, Won, Park, Ji Hoon, Lee, Kyoung Ho
Published in Abdominal imaging (01.06.2024)
Published in Abdominal imaging (01.06.2024)
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Journal Article
Quality Assurance Assessment of Diagnostic and Radiation Therapy–Simulation CT Image Registration for Head and Neck Radiation Therapy: Anatomic Region of Interest–based Comparison of Rigid and Deformable Algorithms
Mohamed, Abdallah S. R., Ruangskul, Manee-Naad, Awan, Musaddiq J., Baron, Charles A., Kalpathy-Cramer, Jayashree, Castillo, Richard, Castillo, Edward, Guerrero, Thomas M., Kocak-Uzel, Esengul, Yang, Jinzhong, Court, Laurence E., Kantor, Michael E., Gunn, G. Brandon, Colen, Rivka R., Frank, Steven J., Garden, Adam S., Rosenthal, David I., Fuller, Clifton D.
Published in Radiology (01.03.2015)
Published in Radiology (01.03.2015)
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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
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
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
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
Raman spectral cytopathology for cancer diagnostic applications
Traynor, Damien, Behl, Isha, O’Dea, Declan, Bonnier, Franck, Nicholson, Siobhan, O’Connell, Finbar, Maguire, Aoife, Flint, Stephen, Galvin, Sheila, Healy, Claire M., Martin, Cara M., O’Leary, John J., Malkin, Alison, Byrne, Hugh J., Lyng, Fiona M.
Published in Nature protocols (01.07.2021)
Published in Nature protocols (01.07.2021)
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Journal Article
Characterization of Adrenal Adenoma by Gaussian Model-Based Algorithm
Hsu, Larson D., Wang, Carolyn L., Clark, Toshimasa J.
Published in Current problems in diagnostic radiology (01.09.2016)
Published in Current problems in diagnostic radiology (01.09.2016)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Gulshan, Varun, Peng, Lily, Coram, Marc, Stumpe, Martin C, Wu, Derek, Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Widner, Kasumi, Madams, Tom, Cuadros, Jorge, Kim, Ramasamy, Raman, Rajiv, Nelson, Philip C, Mega, Jessica L, Webster, Dale R
Published in JAMA : the journal of the American Medical Association (13.12.2016)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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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