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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
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
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
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
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
Diagnostic validation of vertebral heart score machine learning algorithm for canine lateral chest radiographs
Solomon, J., Bender, S., Durgempudi, P., Robar, C., Cocchiaro, M., Turner, S., Watson, C., Healy, J., Spake, A., Szlosek, D.
Published in Journal of small animal practice (01.12.2023)
Published in Journal of small animal practice (01.12.2023)
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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
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
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
Deep learning image reconstruction algorithm for pancreatic protocol dual-energy computed tomography: image quality and quantification of iodine concentration
Noda, Yoshifumi, Kawai, Nobuyuki, Nagata, Shoma, Nakamura, Fumihiko, Mori, Takayuki, Miyoshi, Toshiharu, Suzuki, Ryosuke, Kitahara, Fumiya, Kato, Hiroki, Hyodo, Fuminori, Matsuo, Masayuki
Published in European radiology (01.01.2022)
Published in European radiology (01.01.2022)
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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
An infection prediction model developed from inpatient data can predict out-of-hospital COVID-19 infections from wearable data when controlled for dataset shift
Feng, Ting, Mariani, Sara, Conroy, Bryan, Damiano, Robert, Silva, Ikaro, Swearingen, Dennis, McFarlane, Daniel C.
Published in Scientific reports (29.09.2025)
Published in Scientific reports (29.09.2025)
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Journal Article
Deep learning and radiomics: the utility of Google TensorFlow™ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT
Coy, Heidi, Hsieh, Kevin, Wu, Willie, Nagarajan, Mahesh B., Young, Jonathan R., Douek, Michael L., Brown, Matthew S., Scalzo, Fabien, Raman, Steven S.
Published in Abdominal imaging (01.06.2019)
Published in Abdominal imaging (01.06.2019)
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Journal Article
Automated multiparametric localization of prostate cancer based on B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics
Wildeboer, Rogier R., Mannaerts, Christophe K., van Sloun, Ruud J. G., Budäus, Lars, Tilki, Derya, Wijkstra, Hessel, Salomon, Georg, Mischi, Massimo
Published in European radiology (01.02.2020)
Published in European radiology (01.02.2020)
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Journal Article
A Comprehensive Database for Benchmarking Imaging Systems
Panetta, Karen, Wan, Qianwen, Agaian, Sos, Rajeev, Srijith, Kamath, Shreyas, Rajendran, Rahul, Rao, Shishir Paramathma, Kaszowska, Aleksandra, Taylor, Holly A., Samani, Arash, Yuan, Xin
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2020)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2020)
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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
Advancing Hematological Point-of-Care Diagnostics: Development and Multi-Site Evaluation of a Novel AI-Enabled Diagnostic Device for CBC Analysis with Differential
Higgins, Renee, Adams, Michael, Haase, Nick, Igoe, Jessica, Krupa, Rachel, Lashgari, Ali, Levine, Ian, Palumbo, Aaron, Richardson, Robin, Schroeder, Astrid, Lee, Florence, Marrinucci, Dena
Published in Blood (02.11.2023)
Published in Blood (02.11.2023)
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Journal Article