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A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Interpretation of microbiota-based diagnostics by explaining individual classifier decisions
Eck, A., Zintgraf, L. M., de Groot, E. F. J., de Meij, T. G. J., Cohen, T. S., Savelkoul, P. H. M., Welling, M., Budding, A. E.
Published in BMC bioinformatics (04.10.2017)
Published in BMC bioinformatics (04.10.2017)
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Journal Article
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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Journal Article
Diagnostic and comparative performance for the prediction of tuberculous pleural effusion using machine learning algorithms
Liu, Yanqing, Liang, Zhigang, Yang, Jing, Yuan, Songbo, Wang, Shanshan, Huang, Weina, Wu, Aihua
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2024)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2024)
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Journal Article
Objective Assessment of Beat Quality in Transcranial Doppler Measurement of Blood Flow Velocity in Cerebral Arteries
Jalaleddini, Kian, Wilk, Seth J., Hamilton, Robert B., Canac, Nicolas, Thorpe, Samuel G., O'Brien, Michael J., Ranjbaran, Mina, Delay, Benjamin, Dorn, Amber Y., Scalzo, Fabien, Thibeault, Corey M.
Published in IEEE transactions on biomedical engineering (01.03.2020)
Published in IEEE transactions on biomedical engineering (01.03.2020)
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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
Performance analysis of machine learning algorithms and screening formulae for β–thalassemia trait screening of Indian antenatal women
Das, Reena, Saleh, Sarkaft, Nielsen, Izabela, Kaviraj, Anilava, Sharma, Prashant, Dey, Kartick, Saha, Subrata
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2022)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2022)
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Journal Article
Accuracy, precision, and reproducibility of myocardial T1 mapping: A comparison of four T1 estimation algorithms for modified look‐locker inversion recovery (MOLLI)
Shao, Jiaxin, Liu, Dapeng, Sung, Kyunghyun, Nguyen, Kim‐Lien, Hu, Peng
Published in Magnetic resonance in medicine (01.11.2017)
Published in Magnetic resonance in medicine (01.11.2017)
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Journal Article
Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view echocardiography
Kasim, Sazzli, Tang, Junjie, Malek, Sorayya, Ibrahim, Khairul Shafiq, Shariff, Raja Ezman Raja, Chima, Jesvinna Kaur
Published in PloS one (12.09.2024)
Published in PloS one (12.09.2024)
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Journal Article
Clinical Validation of Artificial Intelligence–Augmented Pathology Diagnosis Demonstrates Significant Gains in Diagnostic Accuracy in Prostate Cancer Detection
Raciti, Patricia, Sue, Jillian, Retamero, Juan A., Ceballos, Rodrigo, Godrich, Ran, Kunz, Jeremy D., Casson, Adam, Thiagarajan, Dilip, Ebrahimzadeh, Zahra, Viret, Julian, Lee, Donghun, Schüffler, Peter J., DeMuth, George, Gulturk, Emre, Kanan, Christopher, Rothrock, Brandon, Reis-Filho, Jorge, Klimstra, David S., Reuter, Victor, Fuchs, Thomas J.
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
Published in Archives of pathology & laboratory medicine (1976) (01.10.2023)
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Journal Article
AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation
Zou, Xuan, He, Weijie, Huang, Yu, Ouyang, Yi, Zhang, Zhen, Wu, Yu, Wu, Yongsheng, Feng, Lili, Wu, Sheng, Yang, Mengqi, Chen, Xuyan, Zheng, Yefeng, Jiang, Rui, Chen, Ting
Published in Journal of medical Internet research (23.08.2024)
Published in Journal of medical Internet research (23.08.2024)
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Journal Article
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
Gulshan, Varun, Peng, Lily, Coram, Marc, Stumpe, Martin C, Wu, Derek, Narayanaswamy, Arunachalam, Venugopalan, Subhashini, Widner, Kasumi, Madams, Tom, Cuadros, Jorge, Kim, Ramasamy, Raman, Rajiv, Nelson, Philip C, Mega, Jessica L, Webster, Dale R
Published in JAMA : the journal of the American Medical Association (13.12.2016)
Published in JAMA : the journal of the American Medical Association (13.12.2016)
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Journal Article
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
How artificial intelligence might disrupt diagnostics in hematology in the near future
Walter, Wencke, Haferlach, Claudia, Nadarajah, Niroshan, Schmidts, Ines, Kühn, Constanze, Kern, Wolfgang, Haferlach, Torsten
Published in Oncogene (24.06.2021)
Published in Oncogene (24.06.2021)
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Journal Article
Network Accelerated Motion Estimation and Reduction (NAMER): Convolutional neural network guided retrospective motion correction using a separable motion model
Haskell, Melissa W., Cauley, Stephen F., Bilgic, Berkin, Hossbach, Julian, Splitthoff, Daniel N., Pfeuffer, Josef, Setsompop, Kawin, Wald, Lawrence L.
Published in Magnetic resonance in medicine (01.10.2019)
Published in Magnetic resonance in medicine (01.10.2019)
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Journal Article
Deep learning algorithms for detection of diabetic retinopathy in retinal fundus photographs: A systematic review and meta-analysis
Islam, Md Mohaimenul, Yang, Hsuan-Chia, Poly, Tahmina Nasrin, Jian, Wen-Shan, (Jack) Li, Yu-Chuan
Published in Computer methods and programs in biomedicine (01.07.2020)
Published in Computer methods and programs in biomedicine (01.07.2020)
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Journal Article