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Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
Patient similarity and other artificial intelligence machine learning algorithms in clinical decision aid for shared decision-making in the Prevention of Cardiovascular Toxicity (PACT): a feasibility trial design
Brown, Sherry-Ann, Chung, Brian Y., Doshi, Krishna, Hamid, Abdulaziz, Pederson, Erin, Maddula, Ragasnehith, Hanna, Allen, Choudhuri, Indrajit, Sparapani, Rodney, Bagheri Mohamadi Pour, Mehri, Zhang, Jun, Kothari, Anai N., Collier, Patrick, Caraballo, Pedro, Noseworthy, Peter, Arruda-Olson, Adelaide
Published in Cardio-oncology (London, England) (23.01.2023)
Published in Cardio-oncology (London, England) (23.01.2023)
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Journal Article
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
Multi-channel convolutional neural network architectures for thyroid cancer detection
Zhang, Xinyu, Lee, Vincent C. S., Rong, Jia, Liu, Feng, Kong, Haoyu
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
Design of lung nodules segmentation and recognition algorithm based on deep learning
Yu, Hui, Li, Jinqiu, Zhang, Lixin, Cao, Yuzhen, Yu, Xuyao, Sun, Jinglai
Published in BMC bioinformatics (08.11.2021)
Published in BMC bioinformatics (08.11.2021)
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Journal Article
Assessment of deep learning algorithms to predict histopathological diagnosis of breast cancer: first Moroccan prospective study on a private dataset
El Agouri, H., Azizi, M., El Attar, H., El Khannoussi, M., Ibrahimi, A., Kabbaj, R., Kadiri, H., BekarSabein, S., EchCharif, S., Mounjid, C., El Khannoussi, B.
Published in BMC research notes (19.02.2022)
Published in BMC research notes (19.02.2022)
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Journal Article
Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia
Enshaeifar, Shirin, Zoha, Ahmed, Skillman, Severin, Markides, Andreas, Acton, Sahr Thomas, Elsaleh, Tarek, Kenny, Mark, Rostill, Helen, Nilforooshan, Ramin, Barnaghi, Payam
Published in PloS one (15.01.2019)
Published in PloS one (15.01.2019)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
A Genetic algorithm aided hyper parameter optimization based ensemble model for respiratory disease prediction with Explainable AI
Kaur, Balraj Preet, Singh, Harpreet, Hans, Rahul, Sharma, Sanjeev Kumar, Sharma, Chetna, Hassan, Md. Mehedi
Published in PloS one (02.12.2024)
Published in PloS one (02.12.2024)
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Journal Article
Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma
Shigueoka, Leonardo Seidi, Vasconcellos, José Paulo Cabral de, Schimiti, Rui Barroso, Reis, Alexandre Soares Castro, Oliveira, Gabriel Ozeas de, Gomi, Edson Satoshi, Vianna, Jayme Augusto Rocha, Lisboa, Renato Dichetti dos Reis, Medeiros, Felipe Andrade, Costa, Vital Paulino
Published in PloS one (05.12.2018)
Published in PloS one (05.12.2018)
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Journal Article
Evaluation of machine learning methods with Fourier Transform features for classifying ovarian tumors based on ultrasound images
Martínez-Más, José, Bueno-Crespo, Andrés, Khazendar, Shan, Remezal-Solano, Manuel, Martínez-Cendán, Juan-Pedro, Jassim, Sabah, Du, Hongbo, Al Assam, Hisham, Bourne, Tom, Timmerman, Dirk
Published in PloS one (26.07.2019)
Published in PloS one (26.07.2019)
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Journal Article
A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis
Harris, Miriam, Qi, Amy, Jeagal, Luke, Torabi, Nazi, Menzies, Dick, Korobitsyn, Alexei, Pai, Madhukar, Nathavitharana, Ruvandhi R., Ahmad Khan, Faiz
Published in PloS one (03.09.2019)
Published in PloS one (03.09.2019)
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Journal Article