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Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data
Baecker, Lea, Dafflon, Jessica, Costa, Pedro F., Garcia‐Dias, Rafael, Vieira, Sandra, Scarpazza, Cristina, Calhoun, Vince D., Sato, João R., Mechelli, Andrea, Pinaya, Walter H. L.
Published in Human brain mapping (01.06.2021)
Published in Human brain mapping (01.06.2021)
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Data leakage inflates prediction performance in connectome-based machine learning models
Rosenblatt, Matthew, Tejavibulya, Link, Jiang, Rongtao, Noble, Stephanie, Scheinost, Dustin
Published in Nature communications (28.02.2024)
Published in Nature communications (28.02.2024)
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DECE: Decision Explorer with Counterfactual Explanations for Machine Learning Models
Cheng, Furui, Ming, Yao, Qu, Huamin
Published in IEEE transactions on visualization and computer graphics (01.02.2021)
Published in IEEE transactions on visualization and computer graphics (01.02.2021)
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Development and Validation of Interpretable Machine Learning Models for Clinically Significant Prostate Cancer Diagnosis in Patients With Lesions of PI‐RADS v2.1 Score ≥3
Ruan, Mingjian, Liu, Yi, Yao, Kaifeng, Wang, Kexin, Fan, Yu, Wu, Shiliang, Wang, Xiaoying
Published in Journal of magnetic resonance imaging (01.11.2024)
Published in Journal of magnetic resonance imaging (01.11.2024)
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Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis
Mukherjee, Sovanlal, Patra, Anurima, Khasawneh, Hala, Korfiatis, Panagiotis, Rajamohan, Naveen, Suman, Garima, Majumder, Shounak, Panda, Ananya, Johnson, Matthew P., Larson, Nicholas B., Wright, Darryl E., Kline, Timothy L., Fletcher, Joel G., Chari, Suresh T., Goenka, Ajit H.
Published in Gastroenterology (New York, N.Y. 1943) (01.11.2022)
Published in Gastroenterology (New York, N.Y. 1943) (01.11.2022)
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Machine‐learning models for shoulder rehabilitation exercises classification using a wearable system
Sassi, Martina, Carnevale, Arianna, Mancuso, Matilde, Schena, Emiliano, Pecchia, Leandro, Longo, Umile Giuseppe
Published in Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA (01.04.2025)
Published in Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA (01.04.2025)
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Machine learning models for screening carotid atherosclerosis in asymptomatic adults
Yu, Jian, Zhou, Yan, Yang, Qiong, Liu, Xiaoling, Huang, Lili, Yu, Ping, Chu, Shuyuan
Published in Scientific reports (15.11.2021)
Published in Scientific reports (15.11.2021)
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Machine learning models can predict subsequent publication of North American Spine Society (NASS) annual general meeting abstracts
Abbas, Aazad, Olotu, Olumide, Bhatia, Akeshdeep, Selimovic, Denis, Tajik, Alireza, Larouche, Jeremie, Ahn, Henry, Yee, Albert, Lewis, Stephen, Finkelstein, Joel, Toor, Jay
Published in PloS one (22.08.2023)
Published in PloS one (22.08.2023)
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IDDF2024-ABS-0431 Machine learning models in predicting survival for colorectal cancer patients with type 2 diabetes: a 20-year follow-up of 10,749 subjects
Huang, Junjie, Jiang, Yu, Li, Yu, Dou, Qi, Huang, Ziwei, Zhong, Claire Chenwen, Hang, Junjie, Yuan, Jinqiu, Wong, Martin CS
Published in Gut (01.08.2024)
Published in Gut (01.08.2024)
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Machine Learning Models for Classifying Physical Activity in Free-Living Preschool Children
Ahmadi, Matthew N., Pavey, Toby G., Trost, Stewart G.
Published in Sensors (Basel, Switzerland) (05.08.2020)
Published in Sensors (Basel, Switzerland) (05.08.2020)
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Using Features Extracted From Upper Limb Reaching Tasks to Detect Parkinson's Disease by Means of Machine Learning Models
Cesarelli, Giuseppe, Donisi, Leandro, Amato, Francesco, Romano, Maria, Cesarelli, Mario, D'Addio, Giovanni, Ponsiglione, Alfonso M., Ricciardi, Carlo
Published in IEEE transactions on neural systems and rehabilitation engineering (2023)
Published in IEEE transactions on neural systems and rehabilitation engineering (2023)
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