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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
Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI
Lin, Yue, Yilmaz, Enis C., Belue, Mason J., Harmon, Stephanie A., Tetreault, Jesse, Phelps, Tim E., Merriman, Katie M., Hazen, Lindsey, Garcia, Charisse, Yang, Dong, Xu, Ziyue, Lay, Nathan S., Toubaji, Antoun, Merino, Maria J., Xu, Daguang, Law, Yan Mee, Gurram, Sandeep, Wood, Bradford J., Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology (01.05.2024)
Published in Radiology (01.05.2024)
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Journal Article
Deep learning–based automated detection algorithm for active pulmonary tuberculosis on chest radiographs: diagnostic performance in systematic screening of asymptomatic individuals
Lee, Jong Hyuk, Park, Sunggyun, Hwang, Eui Jin, Goo, Jin Mo, Lee, Woo Young, Lee, Sangho, Kim, Hyungjin, Andrews, Jason R., Park, Chang Min
Published in European radiology (01.02.2021)
Published in European radiology (01.02.2021)
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Journal Article
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images
Marchetti, Michael A., Codella, Noel C.F., Dusza, Stephen W., Gutman, David A., Helba, Brian, Kalloo, Aadi, Mishra, Nabin, Carrera, Cristina, Celebi, M. Emre, DeFazio, Jennifer L., Jaimes, Natalia, Marghoob, Ashfaq A., Quigley, Elizabeth, Scope, Alon, Yélamos, Oriol, Halpern, Allan C.
Published in Journal of the American Academy of Dermatology (01.02.2018)
Published in Journal of the American Academy of Dermatology (01.02.2018)
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Journal Article
A Data Set and Deep Learning Algorithm for the Detection of Masses and Architectural Distortions in Digital Breast Tomosynthesis Images
Buda, Mateusz, Saha, Ashirbani, Walsh, Ruth, Ghate, Sujata, Li, Nianyi, Swiecicki, Albert, Lo, Joseph Y., Mazurowski, Maciej A.
Published in JAMA network open (16.08.2021)
Published in JAMA network open (16.08.2021)
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Journal Article
Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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Journal Article
Deep Learning–based Automatic Detection Algorithm for Reducing Overlooked Lung Cancers on Chest Radiographs
Jang, Sowon, Song, Hwayoung, Shin, Yoon Joo, Kim, Junghoon, Kim, Jihang, Lee, Kyung Won, Lee, Sung Soo, Lee, Woojoo, Lee, Seungjae, Lee, Kyung Hee
Published in Radiology (01.09.2020)
Published in Radiology (01.09.2020)
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Journal Article
External Validation of a Previously Developed Deep Learning–based Prostate Lesion Detection Algorithm on Paired External and In-House Biparametric MRI Scans
Yilmaz, Enis C., Harmon, Stephanie A., Law, Yan Mee, Huang, Erich P., Belue, Mason J., Lin, Yue, Gelikman, David G., Ozyoruk, Kutsev B., Yang, Dong, Xu, Ziyue, Tetreault, Jesse, Xu, Daguang, Hazen, Lindsey A., Garcia, Charisse, Lay, Nathan S., Eclarinal, Philip, Toubaji, Antoun, Merino, Maria J., Wood, Bradford J., Gurram, Sandeep, Choyke, Peter L., Pinto, Peter A., Turkbey, Baris
Published in Radiology. Imaging cancer (01.11.2024)
Published in Radiology. Imaging cancer (01.11.2024)
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Journal Article
Radiomics machine learning algorithm facilitates detection of small pancreatic neuroendocrine tumors on CT
Lopez-Ramirez, Felipe, Soleimani, Sahar, Azadi, Javad R., Sheth, Sheila, Kawamoto, Satomi, Javed, Ammar A., Tixier, Florent, Hruban, Ralph H., Fishman, Elliot K., Chu, Linda C.
Published in Diagnostic and interventional imaging (01.01.2025)
Published in Diagnostic and interventional imaging (01.01.2025)
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Journal Article
Assessment of a standalone photoplethysmography (PPG) algorithm for detection of atrial fibrillation on wristband-derived data
Selder, JL, Proesmans, T, Breukel, L, Dur, O, Gielen, W, van Rossum, AC, Allaart, CP
Published in Computer methods and programs in biomedicine (01.12.2020)
Published in Computer methods and programs in biomedicine (01.12.2020)
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Journal Article
Diagnostic Performance of Algorithm for Computer-Assisted Detection of Significant Coronary Artery Disease in Patients With Acute Chest Pain: Comparison With Invasive Coronary Angiography
Min, Ji Hye, Kim, Sung Mok, Lee, Sunyoung, Choi, Jin-Ho, Chang, Sung-A, Choe, Yeon Hyeon
Published in American journal of roentgenology (1976) (01.04.2014)
Published in American journal of roentgenology (1976) (01.04.2014)
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Journal Article
Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network
Han, Seung Seog, Moon, Ik Jun, Lim, Woohyung, Suh, In Suck, Lee, Sam Yong, Na, Jung-Im, Kim, Seong Hwan, Chang, Sung Eun
Published in JAMA dermatology (Chicago, Ill.) (01.01.2020)
Published in JAMA dermatology (Chicago, Ill.) (01.01.2020)
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Journal Article
Beamforming algorithms for endocardial border detection
Kulina, Robert, Seetharam, Karthik, Agarwal, Sunil, Wiley, Brandon M., Narula, Jagat, Chaudhry, Farooq A., Sengupta, Partho P.
Published in Echocardiography (Mount Kisco, N.Y.) (01.10.2018)
Published in Echocardiography (Mount Kisco, N.Y.) (01.10.2018)
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Journal Article
Deep learning reconstruction for detection of liver lesions at standard-dose and reduced-dose abdominal CT
Njølstad, Tormund H., Jensen, Kristin, Andersen, Hilde K., Berstad, Audun E., Hagen, Gaute, Johansen, Cathrine K., Øye, Kjetil, Glittum, Jan, Dybwad, Anniken, Thingstad, Emma, Guren, Marianne G., Dormagen, Johann Baptist, Schulz, Anselm
Published in European radiology (01.10.2025)
Published in European radiology (01.10.2025)
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Journal Article