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Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data
Gianfrancesco, Milena A, Tamang, Suzanne, Yazdany, Jinoos, Schmajuk, Gabriela
Published in JAMA internal medicine (01.11.2018)
Published in JAMA internal medicine (01.11.2018)
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Journal Article
Deep CNN with LM learning based myocardial ischemia detection in cardiac magnetic resonance images
Muthulakshmi, M., Kavitha, G.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
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Conference Proceeding
Journal Article
Breast Cancer Detection Using Convoluted Features and Ensemble Machine Learning Algorithm
Umer, Muhammad, Naveed, Mahum, Alrowais, Fadwa, Ishaq, Abid, Hejaili, Abdullah Al, Alsubai, Shtwai, Eshmawi, Ala’ Abdulmajid, Mohamed, Abdullah, Ashraf, Imran
Published in Cancers (06.12.2022)
Published in Cancers (06.12.2022)
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Journal Article
Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review
Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Peng, Xianhua, Lorente-Català, Rosa, Funk, Burkhardt, Hoogendoorn, Mark, Koutsouleris, Nikolaos, Fusar-Poli, Paolo, Karyotaki, Eirini, Cuijpers, Pim, Riper, Heleen
Published in Biological psychiatry (1969) (01.10.2024)
Published in Biological psychiatry (1969) (01.10.2024)
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Journal Article
Implementation of ensemble machine learning algorithms on exome datasets for predicting early diagnosis of cancers
Pasha Syed, Abdu Rehaman, Anbalagan, Rahul, Setlur, Anagha S., Karunakaran, Chandrashekar, Shetty, Jyoti, Kumar, Jitendra, Niranjan, Vidya
Published in BMC bioinformatics (18.11.2022)
Published in BMC bioinformatics (18.11.2022)
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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
Validation pipeline for machine learning algorithm assessment for multiple vendors
Bizzo, Bernardo C., Ebrahimian, Shadi, Walters, Mark E., Michalski, Mark H., Andriole, Katherine P., Dreyer, Keith J., Kalra, Mannudeep K., Alkasab, Tarik, Digumarthy, Subba R.
Published in PloS one (29.04.2022)
Published in PloS one (29.04.2022)
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Journal Article
Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data
Shao, Wei, Luo, Xiao, Zhang, Zuoyi, Han, Zhi, Chandrasekaran, Vasu, Turzhitsky, Vladimir, Bali, Vishal, Roberts, Anna R., Metzger, Megan, Baker, Jarod, La Rosa, Carmen, Weaver, Jessica, Dexter, Paul, Huang, Kun
Published in BMC bioinformatics (19.04.2022)
Published in BMC bioinformatics (19.04.2022)
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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
Machine learning and deep learning covid-19 diagnosis system: key achievements, lessons learned, and a transfer learning algorithm: Machine learning and deep learning covid-19 diagnosis system
Salama, Gerges M., Mohamed, Asmaa, Abd-Ellah, Mahmoud Khaled
Published in Soft computing (Berlin, Germany) (01.12.2024)
Published in Soft computing (Berlin, Germany) (01.12.2024)
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Journal Article
Artificial Neural Network Based Noise Reduction for Chest PET Imaging
Tang, Jing, Sun, Zhihui, Yang, Bao, Lu, Wenzhuo, Liu, Chi
Published in The Journal of nuclear medicine (1978) (01.05.2019)
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Published in The Journal of nuclear medicine (1978) (01.05.2019)
Journal Article
The performance of VCS(volume, conductivity, light scatter) parameters in distinguishing latent tuberculosis and active tuberculosis by using machine learning algorithm
Chen, Lijiao, Yuan, Lingke, Sun, Tingting, Liu, Ruiqing, Huang, Qing, Deng, Shaoli
Published in BMC infectious diseases (16.12.2023)
Published in BMC infectious diseases (16.12.2023)
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Journal Article
Usability of machine learning algorithms based on electronic health records for the prediction of acute kidney injury and transition to acute kidney disease: A proof of concept study
Ruinelli, Lorenzo, Cippà, Pietro, Sieber, Chantal, Di Serio, Clelia, Ferrari, Paolo, Bellasi, Antonio
Published in PloS one (01.07.2025)
Published in PloS one (01.07.2025)
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Journal Article
Does the Presence of Missing Data Affect the Performance of the SORG Machine-learning Algorithm for Patients With Spinal Metastasis? Development of an Internet Application Algorithm
Huang, Chi-Ching, Peng, Kuang-Ping, Hsieh, Hsiang-Chieh, Groot, Olivier Q., Yen, Hung-Kuan, Tsai, Cheng-Chen, Karhade, Aditya V., Lin, Yen-Po, Kao, Yin-Tien, Yang, Jiun-Jen, Dai, Shih-Hsiang, Huang, Chuan-Ching, Chen, Chih-Wei, Yen, Mao-Hsu, Xiao, Fu-Ren, Lin, Wei-Hsin, Verlaan, Jorrit-Jan, Schwab, Joseph H., Hsu, Feng-Ming, Wong, Tzehong, Yang, Rong-Sen, Yang, Shu-Hua, Hu, Ming-Hsiao
Published in Clinical orthopaedics and related research (01.01.2024)
Published in Clinical orthopaedics and related research (01.01.2024)
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Journal Article