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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
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
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
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
Computer-aided detection of brain metastasis on 3D MR imaging: Observer performance study
Sunwoo, Leonard, Kim, Young Jae, Choi, Seung Hong, Kim, Kwang-Gi, Kang, Ji Hee, Kang, Yeonah, Bae, Yun Jung, Yoo, Roh-Eul, Kim, Jihang, Lee, Kyong Joon, Lee, Seung Hyun, Choi, Byung Se, Jung, Cheolkyu, Sohn, Chul-Ho, Kim, Jae Hyoung
Published in PloS one (08.06.2017)
Published in PloS one (08.06.2017)
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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
Diagnostic accuracy of computer aided electrocardiogram analysis in dogs
Estrada, A. H., Spake, A., Kleman, M. E., Leeder, D., Blischok‐Lapekas, D., Margiocco, M., Gentile‐Solomon, J., Piscitelli, N., Szlosek, D.
Published in Journal of small animal practice (01.02.2021)
Published in Journal of small animal practice (01.02.2021)
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Journal Article
Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network
Published in JAMA dermatology (Chicago, Ill.)
(01.01.2020)
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Journal Article
Improved vascular depiction and image quality through deep learning reconstruction of CT hepatic arteriography during transcatheter arterial chemoembolization
Tanahashi, Yukichi, Kubota, Koh, Nomura, Takayuki, Ikeda, Takanobu, Kutsuna, Masaya, Funayama, Satoshi, Kobayashi, Tatsunori, Ozaki, Kumi, Ichikawa, Shintaro, Goshima, Satoshi
Published in Japanese journal of radiology (01.11.2024)
Published in Japanese journal of radiology (01.11.2024)
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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
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
Computer-Aided Diagnosis of Pulmonary Fibrosis Using Deep Learning and CT Images
Published in Investigative radiology
(01.10.2019)
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Journal Article
Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep Learning
Abràmoff, Michael David, Lou, Yiyue, Erginay, Ali, Clarida, Warren, Amelon, Ryan, Folk, James C., Niemeijer, Meindert
Published in Investigative ophthalmology & visual science (01.10.2016)
Published in Investigative ophthalmology & visual science (01.10.2016)
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Journal Article
Computer-assisted diagnosis techniques (dermoscopy and spectroscopy-based) for diagnosing skin cancer in adults
Published in Cochrane library
(04.12.2018)
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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
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
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
Accuracy and time efficiency of a novel deep learning algorithm for Intracranial Hemorrhage detection in CT Scans
D’Angelo, Tommaso, Bucolo, Giuseppe M., Kamareddine, Tarek, Yel, Ibrahim, Koch, Vitali, Gruenewald, Leon D., Martin, Simon, Alizadeh, Leona S., Mazziotti, Silvio, Blandino, Alfredo, Vogl, Thomas J., Booz, Christian
Published in Radiologia medica (01.10.2024)
Published in Radiologia medica (01.10.2024)
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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