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Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Ehteshami Bejnordi, Babak, Veta, Mitko, Johannes van Diest, Paul, van Ginneken, Bram, Karssemeijer, Nico, Litjens, Geert, van der Laak, Jeroen A. W. M, Hermsen, Meyke, Manson, Quirine F, Balkenhol, Maschenka, Geessink, Oscar, Stathonikos, Nikolaos, van Dijk, Marcory CRF, Bult, Peter, Beca, Francisco, Beck, Andrew H, Wang, Dayong, Khosla, Aditya, Gargeya, Rishab, Irshad, Humayun, Zhong, Aoxiao, Dou, Qi, Li, Quanzheng, Chen, Hao, Lin, Huang-Jing, Heng, Pheng-Ann, Haß, Christian, Bruni, Elia, Wong, Quincy, Halici, Ugur, Öner, Mustafa Ümit, Cetin-Atalay, Rengul, Berseth, Matt, Khvatkov, Vitali, Vylegzhanin, Alexei, Kraus, Oren, Shaban, Muhammad, Rajpoot, Nasir, Awan, Ruqayya, Sirinukunwattana, Korsuk, Qaiser, Talha, Tsang, Yee-Wah, Tellez, David, Annuscheit, Jonas, Hufnagl, Peter, Valkonen, Mira, Kartasalo, Kimmo, Latonen, Leena, Ruusuvuori, Pekka, Liimatainen, Kaisa, Albarqouni, Shadi, Mungal, Bharti, George, Ami, Demirci, Stefanie, Navab, Nassir, Watanabe, Seiryo, Seno, Shigeto, Takenaka, Yoichi, Matsuda, Hideo, Ahmady Phoulady, Hady, Kovalev, Vassili, Kalinovsky, Alexander, Liauchuk, Vitali, Bueno, Gloria, Fernandez-Carrobles, M. Milagro, Serrano, Ismael, Deniz, Oscar, Racoceanu, Daniel, Venâncio, Rui
Published in JAMA : the journal of the American Medical Association (12.12.2017)
Published in JAMA : the journal of the American Medical Association (12.12.2017)
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Journal Article
External validation of a machine learning-based classification algorithm for ambulatory heart rhythm diagnostics in pericardioversion atrial fibrillation patients using smartphone photoplethysmography: the SMARTBEATS-ALGO study
Fernstad, Jonatan, Svennberg, Emma, Åberg, Peter, Kemp Gudmundsdottir, Katrin, Jansson, Anders, Engdahl, Johan
Published in Europace (London, England) (28.03.2025)
Published in Europace (London, England) (28.03.2025)
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Journal Article
Kankanet: An artificial neural network-based object detection smartphone application and mobile microscope as a point-of-care diagnostic aid for soil-transmitted helminthiases
Yang, Ariel, Bakhtari, Nahid, Langdon-Embry, Liana, Redwood, Emile, Grandjean Lapierre, Simon, Rakotomanga, Patricia, Rafalimanantsoa, Armand, De Dios Santos, Juan, Vigan-Womas, Inès, Knoblauch, Astrid M., Marcos, Luis A.
Published in PLoS neglected tropical diseases (05.08.2019)
Published in PLoS neglected tropical diseases (05.08.2019)
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Journal Article
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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Journal Article
“A patient like me” – An algorithm-based program to inform patients on the likely conditions people with symptoms like theirs have
Koren, Gideon, Souroujon, Daniel, Shaul, Ran, Bloch, Allon, Leventhal, Ariel, Lockett, Jason, Shalev, Varda
Published in Medicine (Baltimore) (01.10.2019)
Published in Medicine (Baltimore) (01.10.2019)
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Journal Article
Smart Diagnostics: Combining Artificial Intelligence and In Vitro Diagnostics
McRae, Michael P., Rajsri, Kritika S., Alcorn, Timothy M., McDevitt, John T.
Published in Sensors (Basel, Switzerland) (24.08.2022)
Published in Sensors (Basel, Switzerland) (24.08.2022)
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Journal Article
A machine learning model for early detection of diabetic foot using thermogram images
Khandakar, Amith, Chowdhury, Muhammad E.H., Ibne Reaz, Mamun Bin, Md Ali, Sawal Hamid, Hasan, Md Anwarul, Kiranyaz, Serkan, Rahman, Tawsifur, Alfkey, Rashad, Bakar, Ahmad Ashrif A., Malik, Rayaz A.
Published in Computers in biology and medicine (01.10.2021)
Published in Computers in biology and medicine (01.10.2021)
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Journal Article
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images
Pal, Anabik, Xue, Zhiyun, Desai, Kanan, Aina F Banjo, Adekunbiola, Adepiti, Clement Akinfolarin, Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Published in Computers in biology and medicine (01.11.2021)
Published in Computers in biology and medicine (01.11.2021)
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Journal Article
A Data-Driven Algorithm Integrating Clinical and Laboratory Features for the Diagnosis and Prognosis of Necrotizing Enterocolitis
Ji, Jun, Ling, Xuefeng B., Zhao, Yingzhen, Hu, Zhongkai, Zheng, Xiaolin, Xu, Zhening, Wen, Qiaojun, Kastenberg, Zachary J., Li, Ping, Abdullah, Fizan, Brandt, Mary L., Ehrenkranz, Richard A., Harris, Mary Catherine, Lee, Timothy C., Simpson, B. Joyce, Bowers, Corinna, Moss, R. Lawrence, Sylvester, Karl G.
Published in PloS one (28.02.2014)
Published in PloS one (28.02.2014)
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Journal Article
SPOSDS: A smart Polycystic Ovary Syndrome diagnostic system using machine learning
Tiwari, Shamik, Kane, Lalit, Koundal, Deepika, Jain, Anurag, Alhudhaif, Adi, Polat, Kemal, Zaguia, Atef, Alenezi, Fayadh, Althubiti, Sara A.
Published in Expert systems with applications (01.10.2022)
Published in Expert systems with applications (01.10.2022)
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Journal Article
Patient-level performance evaluation of a smartphone-based malaria diagnostic application
Yu, Hang, Mohammed, Fayad O., Abdel Hamid, Muzamil, Yang, Feng, Kassim, Yasmin M., Mohamed, Abdelrahim O., Maude, Richard J., Ding, Xavier C., Owusu, Ewurama D.A., Yerlikaya, Seda, Dittrich, Sabine, Jaeger, Stefan
Published in Malaria journal (27.01.2023)
Published in Malaria journal (27.01.2023)
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Journal Article
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels
Andreu-Perez, Javier, Perez-Espinosa, Humberto, Timonet, Eva, Kiani, Mehrin, Giron-Perez, Manuel I., Benitez-Trinidad, Alma B., Jarchi, Delaram, Rosales-Perez, Alejandro, Gatzoulis, Nick, Reyes-Galaviz, Orion F., Torres-Garcia, Alejandro, Reyes-Garcia, Carlos A., Ali, Zulfiqar, Rivas, Francisco
Published in IEEE transactions on services computing (01.05.2022)
Published in IEEE transactions on services computing (01.05.2022)
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Journal Article