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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
Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
Deep-learning algorithms for the interpretation of chest radiographs to aid in the triage of COVID-19 patients: A multicenter retrospective study
Jang, Se Bum, Lee, Suk Hee, Lee, Dong Eun, Park, Sin-Youl, Kim, Jong Kun, Cho, Jae Wan, Cho, Jaekyung, Kim, Ki Beom, Park, Byunggeon, Park, Jongmin, Lim, Jae-Kwang
Published in PloS one (24.11.2020)
Published in PloS one (24.11.2020)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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Journal Article
Why implementing machine learning algorithms in the clinic is not a plug-and-play solution: a simulation study of a machine learning algorithm for acute leukaemia subtype diagnosis
Pucher, Gernot, Rostalski, Till, Nensa, Felix, Kleesiek, Jens, Reinhardt, Hans Christian, Sauer, Christopher Martin
Published in EBioMedicine (01.01.2025)
Published in EBioMedicine (01.01.2025)
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Journal Article
Toward an Automatic System for Computer-Aided Assessment in Facial Palsy
Guarin, Diego L, Yunusova, Yana, Taati, Babak, Dusseldorp, Joseph R, Mohan, Suresh, Tavares, Joana, van Veen, Martinus M, tier, Emily, Hadlock, Tessa A, Jowett, Nate
Published in Archives of facial plastic surgery (01.02.2020)
Published in Archives of facial plastic surgery (01.02.2020)
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Journal Article
Label-Free Differentiation of Cancer and Non-Cancer Cells Based on Machine-Learning-Algorithm-Assisted Fast Raman Imaging
He, Qing, Yang, Wen, Luo, Weiquan, Wilhelm, Stefan, Weng, Binbin
Published in Biosensors (Basel) (15.04.2022)
Published in Biosensors (Basel) (15.04.2022)
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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
Pre-screening of endomysial microvessel density by fast random forest image processing machine learning algorithm accelerates recognition of a modified vascular network in idiopathic inflammatory myopathies
Massaro, Alessandro, Cazzato, Gerardo, Ingravallo, Giuseppe, Casatta, Nadia, Lupo, Carmelo, Vacca, Angelo, Iannone, Florenzo, Girolamo, Francesco
Published in Diagnostic pathology (31.01.2025)
Published in Diagnostic pathology (31.01.2025)
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Journal Article
See your mental state from your walk: Recognizing anxiety and depression through Kinect-recorded gait data
Zhao, Nan, Zhang, Zhan, Wang, Yameng, Wang, Jingying, Li, Baobin, Zhu, Tingshao, Xiang, Yuanyuan
Published in PloS one (22.05.2019)
Published in PloS one (22.05.2019)
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Journal Article
A probabilistic active support vector learning algorithm
Mitra, P., Murthy, C.A., Pal, S.K.
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2004)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2004)
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Journal Article
Machine Learning Algorithms for Depression: Diagnosis, Insights, and Research Directions
Aleem, Shumaila, Huda, Noor ul, Amin, Rashid, Khalid, Samina, Alshamrani, Sultan S., Alshehri, Abdullah
Published in Electronics (Basel) (01.04.2022)
Published in Electronics (Basel) (01.04.2022)
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Journal Article
Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile
MacCormick, Ian J. C., Williams, Bryan M., Zheng, Yalin, Li, Kun, Al-Bander, Baidaa, Czanner, Silvester, Cheeseman, Rob, Willoughby, Colin E., Brown, Emery N., Spaeth, George L., Czanner, Gabriela
Published in PloS one (10.01.2019)
Published in PloS one (10.01.2019)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article