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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
Neural network algorithm for detection of erosions and ankylosis on CT of the sacroiliac joints: multicentre development and validation of diagnostic accuracy
Van Den Berghe, Thomas, Babin, Danilo, Chen, Min, Callens, Martijn, Brack, Denim, Maes, Helena, Lievens, Jan, Lammens, Marie, Van Sumere, Maxime, Morbée, Lieve, Hautekeete, Simon, Schatteman, Stijn, Jacobs, Tom, Thooft, Willem-Jan, Herregods, Nele, Huysse, Wouter, Jaremko, Jacob L., Lambert, Robert, Maksymowych, Walter, Laloo, Frederiek, Baraliakos, Xenofon, De Craemer, Ann-Sophie, Carron, Philippe, Van den Bosch, Filip, Elewaut, Dirk, Jans, Lennart
Published in European radiology (01.11.2023)
Published in European radiology (01.11.2023)
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Journal Article
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge
Setio, Arnaud Arindra Adiyoso, Traverso, Alberto, de Bel, Thomas, Berens, Moira S.N., Bogaard, Cas van den, Cerello, Piergiorgio, Chen, Hao, Dou, Qi, Fantacci, Maria Evelina, Geurts, Bram, Gugten, Robbert van der, Heng, Pheng Ann, Jansen, Bart, de Kaste, Michael M.J., Kotov, Valentin, Lin, Jack Yu-Hung, Manders, Jeroen T.M.C., Sóñora-Mengana, Alexander, García-Naranjo, Juan Carlos, Papavasileiou, Evgenia, Prokop, Mathias, Saletta, Marco, Schaefer-Prokop, Cornelia M, Scholten, Ernst T., Scholten, Luuk, Snoeren, Miranda M., Torres, Ernesto Lopez, Vandemeulebroucke, Jef, Walasek, Nicole, Zuidhof, Guido C.A., Ginneken, Bram van, Jacobs, Colin
Published in Medical image analysis (01.12.2017)
Published in Medical image analysis (01.12.2017)
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Journal Article
Deep learning algorithms for automated detection of Crohn’s disease ulcers by video capsule endoscopy
Klang, Eyal, Barash, Yiftach, Margalit, Reuma Yehuda, Soffer, Shelly, Shimon, Orit, Albshesh, Ahmad, Ben-Horin, Shomron, Amitai, Marianne Michal, Eliakim, Rami, Kopylov, Uri
Published in Gastrointestinal endoscopy (01.03.2020)
Published in Gastrointestinal endoscopy (01.03.2020)
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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
Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN
Yao, Shangjie, Chen, Yaowu, Tian, Xiang, Jiang, Rongxin
Published in Computational and mathematical methods in medicine (21.04.2021)
Published in Computational and mathematical methods in medicine (21.04.2021)
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Journal Article
YOLOv12 Algorithm-Aided Detection and Classification of Lateral Malleolar Avulsion Fracture and Subfibular Ossicle Based on CT Images: Multicenter Study
Liu, Jiayi, Sun, Peng, Yuan, Yousheng, Chen, Zihan, Tian, Ke, Gao, Qian, Li, Xiangsheng, Xia, Liang, Zhang, Jun, Xu, Nan
Published in JMIR medical informatics (03.10.2025)
Published in JMIR medical informatics (03.10.2025)
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Journal Article
Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy
Clarke, Shannon, Karoly, Philippa J., Nurse, Ewan, Seneviratne, Udaya, Taylor, Janelle, Knight-Sadler, Rory, Kerr, Robert, Moore, Braden, Hennessy, Patrick, Mendis, Dulini, Lim, Claire, Miles, Jake, Cook, Mark, Freestone, Dean R., D'Souza, Wendyl
Published in Epilepsy & behavior (01.08.2021)
Published in Epilepsy & behavior (01.08.2021)
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Journal Article
Cardiac amyloidosis detection from a single echocardiographic video clip: a novel artificial intelligence-based screening tool
Slivnick, Jeremy A, Hawkes, Will, Oliveira, Jorge, Woodward, Gary, Akerman, Ashley, Gomez, Alberto, Hamza, Izhan, Desai, Viral K, Barrett-O’Keefe, Zachary, Grogan, Martha, Dispenzieri, Angela, Scott, Christopher G, Davison, Halley N, Cotella, Juan, Maurer, Mathew, Helmke, Stephen, Scherrer-Crosbie, Marielle, Soltani, Marwa, Goyal, Akash, Zareba, Karolina M, Cheng, Richard K, Kirkpatrick, James N, Kitano, Tetsuji, Takeuchi, Masaaki, Tiemi Hotta, Viviane, Campos Vieira, Marcelo Luiz, Elissamburu, Pablo, Ronderos, Ricardo E, Prado, Aldo, Koutroumpakis, Efstratios, Deswal, Anita, Pursnani, Amit, Sarswat, Nitasha, Patel, Amit R, Addetia, Karima, Ruberg, Frederick L, Randazzo, Michael, Asch, Federico M, O’Driscoll, Jamie, Al-Roub, Nora, Strom, Jordan B, Kidd, Liam, Cuddy, Sarah, Upton, Ross, Lang, Roberto M, Pellikka, Patricia A
Published in European heart journal (22.10.2025)
Published in European heart journal (22.10.2025)
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Journal Article
Diagnostic performance of neural network algorithms in skull fracture detection on CT scans: a systematic review and meta-analysis
Sharifi, Guive, Hajibeygi, Ramtin, Zamani, Seyed Ali Modares, Easa, Ahmed Mohamedbaqer, Bahrami, Ashkan, Eshraghi, Reza, Moafi, Maral, Ebrahimi, Mohammad Javad, Fathi, Mobina, Mirjafari, Arshia, Chan, Janine S., Dixe de Oliveira Santo, Irene, Anar, Mahsa Asadi, Rezaei, Omidvar, Tu, Long H.
Published in Emergency radiology (01.02.2025)
Published in Emergency radiology (01.02.2025)
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Journal Article
Fault detection diagnostic for HVAC systems via deep learning algorithms
Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)
Published in Energy and buildings (01.11.2021)
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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
Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists
Haenssle, H.A., Fink, C., Schneiderbauer, R., Toberer, F., Buhl, T., Blum, A., Kalloo, A., Hassen, A. Ben Hadj, Thomas, L., Enk, A., Uhlmann, L., Alt, Christina, Arenbergerova, Monika, Bakos, Renato, Baltzer, Anne, Bertlich, Ines, Blum, Andreas, Bokor-Billmann, Therezia, Bowling, Jonathan, Braghiroli, Naira, Braun, Ralph, Buder-Bakhaya, Kristina, Buhl, Timo, Cabo, Horacio, Cabrijan, Leo, Cevic, Naciye, Classen, Anna, Deltgen, David, Fink, Christine, Georgieva, Ivelina, Hakim-Meibodi, Lara-Elena, Hanner, Susanne, Hartmann, Franziska, Hartmann, Julia, Haus, Georg, Hoxha, Elti, Karls, Raimonds, Koga, Hiroshi, Kreusch, Jürgen, Lallas, Aimilios, Majenka, Pawel, Marghoob, Ash, Massone, Cesare, Mekokishvili, Lali, Mestel, Dominik, Meyer, Volker, Neuberger, Anna, Nielsen, Kari, Oliviero, Margaret, Pampena, Riccardo, Paoli, John, Pawlik, Erika, Rao, Barbar, Rendon, Adriana, Russo, Teresa, Sadek, Ahmed, Samhaber, Kinga, Schneiderbauer, Roland, Schweizer, Anissa, Toberer, Ferdinand, Trennheuser, Lukas, Vlahova, Lyobomira, Wald, Alexander, Winkler, Julia, Wölbing, Priscila, Zalaudek, Iris
Published in Annals of oncology (01.08.2018)
Published in Annals of oncology (01.08.2018)
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Journal Article
Artificial intelligence using convolutional neural networks for real-time detection of early esophageal neoplasia in Barrett’s esophagus (with video)
Hashimoto, Rintaro, Requa, James, Dao, Tyler, Ninh, Andrew, Tran, Elise, Mai, Daniel, Lugo, Michael, El-Hage Chehade, Nabil, Chang, Kenneth J., Karnes, Williams E., Samarasena, Jason B.
Published in Gastrointestinal endoscopy (01.06.2020)
Published in Gastrointestinal endoscopy (01.06.2020)
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Journal Article