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Diagnostic Accuracy of a Machine-Learning Approach to Coronary Computed Tomographic Angiography–Based Fractional Flow Reserve: Result From the MACHINE Consortium

by Coenen, Adriaan, Kim, Young-Hak, Kruk, Mariusz, Tesche, Christian, De Geer, Jakob, Kurata, Akira, Lubbers, Marisa L., Daemen, Joost, Itu, Lucian, Rapaka, Saikiran, Sharma, Puneet, Schwemmer, Chris, Persson, Anders, Schoepf, U. Joseph, Kepka, Cezary, Hyun Yang, Dong, Nieman, Koen
Published in Circulation. Cardiovascular imaging (01.06.2018)

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A systematic literature review on the significance of deep learning and machine learning in predicting Alzheimer's disease

by Kaur, Arshdeep, Mittal, Meenakshi, Bhatti, Jasvinder Singh, Thareja, Suresh, Singh, Satwinder
Published in Artificial intelligence in medicine (01.08.2024)

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Fully Automated Segmentation of Fluid/Cyst Regions in Optical Coherence Tomography Images With Diabetic Macular Edema Using Neutrosophic Sets and Graph Algorithms

by Rashno, Abdolreza, Koozekanani, Dara D., Drayna, Paul M., Nazari, Behzad, Sadri, Saeed, Rabbani, Hossein, Parhi, Keshab K.
Published in IEEE transactions on biomedical engineering (01.05.2018)

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Deep Learning in Alzheimer's Disease: Diagnostic Classification and Prognostic Prediction Using Neuroimaging Data

by Jo, Taeho, Nho, Kwangsik, Saykin, Andrew J.
Published in Frontiers in aging neuroscience (20.08.2019)

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Development and validation of machine learning prediction model based on computed tomography angiography–derived hemodynamics for rupture status of intracranial aneurysms: a Chinese multicenter study

by Chen, Guozhong, Lu, Mengjie, Shi, Zhao, Xia, Shuang, Ren, Yuan, Liu, Zhen, Liu, Xiuxian, Li, Zhiyong, Mao, Li, Li, Xiu Li, Zhang, Bo, Zhang, Long Jiang, Lu, Guang Ming
Published in European radiology (01.09.2020)

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Assessing Parameter Uncertainty of a Semi‐Distributed Hydrology Model for a Shallow Aquifer Dominated Environmental System

by Samadi, S., Tufford, D.L., Carbone, G.J.
Published in Journal of the American Water Resources Association (01.12.2017)

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A comprehensive review of computational diagnostic techniques for lymphedema

by K R, Jayasree, Vijayakumar, D K, Sugumaran, Vijayan, Pathinarupothi, Rahul Krishnan
Published in Progress in biomedical engineering (Bristol) (13.02.2025)

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Glioma Tumor Grading Using Radiomics on Conventional MRI: A Comparative Study of WHO 2021 and WHO 2016 Classification of Central Nervous Tumors

by Moodi, Farzan, Khodadadi Shoushtari, Fereshteh, Ghadimi, Delaram J., Valizadeh, Gelareh, Khormali, Ehsan, Salari, Hanieh Mobarak, Ohadi, Mohammad Amin Dabbagh, Nilipour, Yalda, Jahanbakhshi, Amin, Rad, Hamidreza Saligheh
Published in Journal of magnetic resonance imaging (01.09.2024)

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Decoding pulsatile patterns of cerebrospinal fluid dynamics through enhancing interpretability in machine learning

by Keles, Ayse, Ozisik, Pinar Akdemir, Algin, Oktay, Celebi, Fatih Vehbi, Bendechache, Malika
Published in Scientific reports (01.08.2024)

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Optimal control in a magnetization‐prepared rapid acquisition gradient‐echo sequence

by Vernier, Benoît, Van Reeth, Eric, Pilleul, Frank, Lapert, Marc, Beuf, Oliver, Ratiney, Hélène
Published in NMR in biomedicine (01.01.2024)

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Prediction of preoperative tumor-related epilepsy using XGBoost radiomics models with 4 MRI sequences

by George, Reuben, Chow, Li Sze, Lim, Kheng Seang, Ramli, Norlisah, Tan, Li Kuo, Solihin, Mahmud Iwan
Published in Biomedical physics & engineering express (19.03.2025)

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Machine learning based on Optical Coherence Tomography images as a diagnostic tool for Alzheimer's disease

by Wang, Xin, Jiao, Bin, Liu, Hui, Wang, Yaqin, Hao, Xiaoli, Zhu, Yuan, Xu, Bei, Xu, Huizhuo, Zhang, Sizhe, Jia, Xiaoliang, Xu, Qian, Liao, Xinxin, Zhou, Yafang, Jiang, Hong, Wang, Junling, Guo, Jifeng, Yan, Xinxiang, Tang, Beisha, Zhao, Rongchang, Shen, Lu
Published in CNS neuroscience & therapeutics (01.12.2022)

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Well Placement Optimization Using Firefly Algorithm and Crow Search Algorithm

by Jahedul Islam, Pandian Vasant, Berihun Mamo Negash, Atulan Gupta, Junzo Watada, Anirban Banik
Published in Journal of Advanced Engineering and Computation (30.09.2020)

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Intelligent Microfluidics for Plasma Separation: Integrating Computational Fluid Dynamics and Machine Learning for Optimized Microchannel Design

by Manekar, Kavita, Bhaiyya, Manish L., Hasamnis, Meghana A., Kulkarni, Madhusudan B.
Published in Biosensors (Basel) (01.02.2025)

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Efficient optimization based thresholding technique for analysis of alzheimer MRIs

by Prabha, S., Sakthidasan @ Sankaran, K., Chitradevi, D.
Published in International journal of neuroscience (01.02.2023)

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Artificial intelligence for pre-operative lymph node staging in colorectal cancer: a systematic review and meta-analysis

by Bedrikovetski, Sergei, Dudi-Venkata, Nagendra N., Kroon, Hidde M., Seow, Warren, Vather, Ryash, Carneiro, Gustavo, Moore, James W., Sammour, Tarik
Published in BMC cancer (26.09.2021)

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Machine learning and computational fluid dynamics derived FFRCT demonstrate comparable diagnostic performance in patients with coronary artery disease; A Systematic Review and Meta-Analysis

by Narimani-Javid, Roozbeh, Moradi, Mehdi, Mahalleh, Mehrdad, Najafi-vosough, Roya, Arzhangzadeh, Alireza, Khalique, Omar, Mojibian, Hamid, Kuno, Toshiki, Mohsen, Amr, Alam, Mahboob, Shafiei, Sasan, Khansari, Nakisa, Shaghaghi, Zahra, Nozhat, Salma, Hosseini, Kaveh, Hosseini, Seyed Kianoosh
Published in Journal of cardiovascular computed tomography (01.03.2025)

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Combining search space diagnostics and optimisation

by Moser, I., Gheorghita, M.
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)

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Conference Proceeding

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Autoidentification of perivascular spaces in white matter using clinical field strength T 1 and FLAIR MR imaging

by Schwartz, Daniel L, Boespflug, Erin L, Lahna, David L, Pollock, Jeffrey, Roese, Natalie E, Silbert, Lisa C
Published in NeuroImage (Orlando, Fla.) (15.11.2019)

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A hybrid multimodal machine learning model for Detecting Alzheimer's disease

by Sheng, Jinhua, Zhang, Qian, Zhang, Qiao, Wang, Luyun, Yang, Ze, Xin, Yu, Wang, Binbing
Published in Computers in biology and medicine (01.03.2024)

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