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Survival prognostic factors in patients with acute myeloid leukemia using machine learning techniques
Karami, Keyvan, Akbari, Mahboubeh, Moradi, Mohammad-Taher, Soleymani, Bijan, Fallahi, Hossein
Published in PloS one (21.07.2021)
Published in PloS one (21.07.2021)
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Journal Article
Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
Marino, Simeone, Zhao, Yi, Zhou, Nina, Zhou, Yiwang, Toga, Arthur W., Zhao, Lu, Jian, Yingsi, Yang, Yichen, Chen, Yehu, Wu, Qiucheng, Wild, Jessica, Cummings, Brandon, Dinov, Ivo D.
Published in PloS one (28.08.2020)
Published in PloS one (28.08.2020)
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Journal Article
Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model
Duong, Son Q., Zheng, Le, Xia, Minjie, Jin, Bo, Liu, Modi, Li, Zhen, Hao, Shiying, Alfreds, Shaun T., Sylvester, Karl G., Widen, Eric, Teuteberg, Jeffery J., McElhinney, Doff B., Ling, Xuefeng B.
Published in PloS one (10.12.2021)
Published in PloS one (10.12.2021)
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Journal Article
Increasing tendency of urine protein is a risk factor for rapid eGFR decline in patients with CKD: A machine learning-based prediction model by using a big database
Inaguma, Daijo, Kitagawa, Akimitsu, Yanagiya, Ryosuke, Koseki, Akira, Iwamori, Toshiya, Kudo, Michiharu, Yuzawa, Yukio
Published in PLoS ONE (17.09.2020)
Published in PLoS ONE (17.09.2020)
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Journal Article
netDx: interpretable patient classification using integrated patient similarity networks
Pai, Shraddha, Hui, Shirley, Isserlin, Ruth, Shah, Muhammad A, Kaka, Hussam, Bader, Gary D
Published in Molecular systems biology (01.03.2019)
Published in Molecular systems biology (01.03.2019)
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Journal Article
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Nagendran, Myura, Chen, Yang, Lovejoy, Christopher A, Gordon, Anthony C, Komorowski, Matthieu, Harvey, Hugh, Topol, Eric J, Ioannidis, John P A, Collins, Gary S, Maruthappu, Mahiben
Published in BMJ (Online) (25.03.2020)
Published in BMJ (Online) (25.03.2020)
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Journal Article
Can we screen for pancreatic cancer? Identifying a sub-population of patients at high risk of subsequent diagnosis using machine learning techniques applied to primary care data
Malhotra, Ananya, Rachet, Bernard, Bonaventure, Audrey, Pereira, Stephen P., Woods, Laura M.
Published in PloS one (02.06.2021)
Published in PloS one (02.06.2021)
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Journal Article
Group penalized logistic regression differentiates between benign and malignant ovarian tumors
Hu, Xuemei, Xie, Ying, Yang, Yanlin, Jiang, Huifeng
Published in Soft computing (Berlin, Germany) (01.12.2023)
Published in Soft computing (Berlin, Germany) (01.12.2023)
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Journal Article
Hierarchical graph representations in digital pathology
Pati, Pushpak, Jaume, Guillaume, Foncubierta-Rodríguez, Antonio, Feroce, Florinda, Anniciello, Anna Maria, Scognamiglio, Giosue, Brancati, Nadia, Fiche, Maryse, Dubruc, Estelle, Riccio, Daniel, Di Bonito, Maurizio, De Pietro, Giuseppe, Botti, Gerardo, Thiran, Jean-Philippe, Frucci, Maria, Goksel, Orcun, Gabrani, Maria
Published in Medical image analysis (01.01.2022)
Published in Medical image analysis (01.01.2022)
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Journal Article
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Journal Article
Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis
Ni, Yizhao, Alwell, Kathleen, Moomaw, Charles J., Woo, Daniel, Adeoye, Opeolu, Flaherty, Matthew L., Ferioli, Simona, Mackey, Jason, De Los Rios La Rosa, Felipe, Martini, Sharyl, Khatri, Pooja, Kleindorfer, Dawn, Kissela, Brett M.
Published in PloS one (14.02.2018)
Published in PloS one (14.02.2018)
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Journal Article
Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study
Lo-Ciganic, Wei-Hsuan, Huang, James L., Zhang, Hao H., Weiss, Jeremy C., Kwoh, C. Kent, Donohue, Julie M., Gordon, Adam J., Cochran, Gerald, Malone, Daniel C., Kuza, Courtney C., Gellad, Walid F.
Published in PloS one (17.07.2020)
Published in PloS one (17.07.2020)
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Journal Article
MRI-Based Deep Learning Tools for MGMT Promoter Methylation Detection: A Thorough Evaluation
Robinet, Lucas, Siegfried, Aurore, Roques, Margaux, Berjaoui, Ahmad, Cohen-Jonathan Moyal, Elizabeth
Published in Cancers (12.04.2023)
Published in Cancers (12.04.2023)
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Journal Article
Habitat Imaging Biomarkers for Diagnosis and Prognosis in Cancer Patients Infected with COVID-19
Aminu, Muhammad, Yadav, Divya, Hong, Lingzhi, Young, Elliana, Edelkamp, Paul, Saad, Maliazurina, Salehjahromi, Morteza, Chen, Pingjun, Sujit, Sheeba J., Chen, Melissa M., Sabloff, Bradley, Gladish, Gregory, de Groot, Patricia M., Godoy, Myrna C. B., Cascone, Tina, Vokes, Natalie I., Zhang, Jianjun, Brock, Kristy K., Daver, Naval, Woodman, Scott E., Tawbi, Hussein A., Sheshadri, Ajay, Lee, J. Jack, Jaffray, David, Wu, Carol C., Chung, Caroline, Wu, Jia
Published in Cancers (31.12.2022)
Published in Cancers (31.12.2022)
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Journal Article
Convolutional neural network models for cancer type prediction based on gene expression
Mostavi, Milad, Chiu, Yu-Chiao, Huang, Yufei, Chen, Yidong
Published in BMC medical genomics (03.04.2020)
Published in BMC medical genomics (03.04.2020)
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Journal Article
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data
Zhang, Yufeng, Golbus, Jessica R., Wittrup, Emily, Aaronson, Keith D., Najarian, Kayvan
Published in BMC medical informatics and decision making (14.02.2024)
Published in BMC medical informatics and decision making (14.02.2024)
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Journal Article
Comparison of machine-learning algorithms for the prediction of Current Procedural Terminology (CPT) codes from pathology reports
Levy, Joshua, Vattikonda, Nishitha, Haudenschild, Christian, Christensen, Brock, Vaickus, Louis
Published in Journal of pathology informatics (01.01.2022)
Published in Journal of pathology informatics (01.01.2022)
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Journal Article