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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
Denoising and artefact removal for transthoracic echocardiographic imaging in congenital heart disease: utility of diagnosis specific deep learning algorithms
Diller, Gerhard-Paul, Lammers, Astrid E., Babu-Narayan, Sonya, Li, Wei, Radke, Robert M., Baumgartner, Helmut, Gatzoulis, Michael A., Orwat, Stefan
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
Published in The International Journal of Cardiovascular Imaging (01.12.2019)
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Journal Article
Evaluation on Effect of Acupoint Application to Treat Idiopathic Edema of Perimenopausal Women Using the Segmentation Dictionary Learning Algorithm
Li, Jinfeng, Wang, Jiao, Zhao, Wenxia, Wang, Pei, Li, Min
Published in Computational intelligence and neuroscience (27.06.2022)
Published in Computational intelligence and neuroscience (27.06.2022)
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Journal Article
In-hospital mortality risk stratification of Asian ACS patients with artificial intelligence algorithm
Kasim, Sazzli, Malek, Sorayya, Song, Cheen, Wan Ahmad, Wan Azman, Fong, Alan, Ibrahim, Khairul Shafiq, Safiruz, Muhammad Shahreeza, Aziz, Firdaus, Hiew, Jia Hui, Ibrahim, Nurulain
Published in PloS one (12.12.2022)
Published in PloS one (12.12.2022)
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Journal Article
Development of a deep learning algorithm for Paneth cell density quantification for inflammatory bowel disease
Kang, Liang-I, Sarullo, Kathryn, Marsh, Jon N., Lu, Liang, Khonde, Pooja, Ma, Changqing, Haritunians, Talin, Mujukian, Angela, Mengesha, Emebet, McGovern, Dermot P.B., Stappenbeck, Thaddeus S., Swamidass, S. Joshua, Liu, Ta-Chiang
Published in EBioMedicine (01.12.2024)
Published in EBioMedicine (01.12.2024)
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Journal Article
Detection of subclinical rheumatic heart disease in children using a deep learning algorithm on digital stethoscope: a study protocol
Ali, Fatima, Hasan, Babar, Ahmad, Huzaifa, Hoodbhoy, Zahra, Bhuriwala, Zainab, Hanif, Muhammad, Ansari, Shahab U, Chowdhury, Devyani
Published in BMJ open (05.08.2021)
Published in BMJ open (05.08.2021)
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Journal Article
Diagnostic Accuracy and Generalizability of a Deep Learning-Based Fully Automated Algorithm for Coronary Artery Stenosis Detection on CCTA: A Multi-Centre Registry Study
Xu, Lixue, He, Yi, Luo, Nan, Guo, Ning, Hong, Min, Jia, Xibin, Wang, Zhenchang, Yang, Zhenghan
Published in Frontiers in cardiovascular medicine (05.11.2021)
Published in Frontiers in cardiovascular medicine (05.11.2021)
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Journal Article
Accuracy of vestibular schwannoma segmentation using deep learning models - a systematic review & meta-analysis
Łajczak, Paweł, Matyja, Jakub, Jóźwik, Kamil, Nawrat, Zbigniew
Published in Neuroradiology (01.03.2025)
Published in Neuroradiology (01.03.2025)
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Journal Article
Performance Analysis of Conventional Machine Learning Algorithms for Identification of Chronic Kidney Disease in Type 1 Diabetes Mellitus Patients
Chowdhury, Nakib Hayat, Reaz, Mamun Bin Ibne, Haque, Fahmida, Ahmad, Shamim, Ali, Sawal Hamid Md, A Bakar, Ahmad Ashrif, Bhuiyan, Mohammad Arif Sobhan
Published in Diagnostics (Basel) (03.12.2021)
Published in Diagnostics (Basel) (03.12.2021)
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Journal Article
Melanoma Detection Using Deep Learning-Based Classifications
Alwakid, Ghadah, Gouda, Walaa, Humayun, Mamoona, Sama, Najm Us
Published in Healthcare (Basel) (08.12.2022)
Published in Healthcare (Basel) (08.12.2022)
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Journal Article
FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading
Abramovich, Or, Pizem, Hadas, Van Eijgen, Jan, Oren, Ilan, Melamed, Joshua, Stalmans, Ingeborg, Blumenthal, Eytan Z., Behar, Joachim A.
Published in Computer methods and programs in biomedicine (01.09.2023)
Published in Computer methods and programs in biomedicine (01.09.2023)
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Journal Article
UK Biobank MRI data can power the development of generalizable brain clocks: A study of standard ML/DL methodologies and performance analysis on external databases
Capó, Marco, Vitali, Silvia, Athanasiou, Georgios, Cusimano, Nicole, García, Daniel, Cruickshank, Garth, Patel, Bipin
Published in NeuroImage (Orlando, Fla.) (01.03.2025)
Published in NeuroImage (Orlando, Fla.) (01.03.2025)
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Journal Article
Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes
Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean Marc Sellal, Mahmoud Suleiman, Joachim A. Behar
Published in npj Digital Medicine (17.03.2023)
Published in npj Digital Medicine (17.03.2023)
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Journal Article
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R.
Published in BMC medical informatics and decision making (09.11.2022)
Published in BMC medical informatics and decision making (09.11.2022)
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Journal Article
A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions-A Deep Learning Approach
Kaur, Rachneet, Motl, Robert W., Sowers, Richard, Hernandez, Manuel E.
Published in IEEE journal of biomedical and health informatics (01.01.2023)
Published in IEEE journal of biomedical and health informatics (01.01.2023)
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Journal Article