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Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis

by Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)

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Machine learning algorithms for predicting PTSD: a systematic review and meta-analysis

by Vali, Masoumeh, Nezhad, Hossein Motahari, Kovacs, Levente, Gandomi, Amir H
Published in BMC medical informatics and decision making (21.01.2025)

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Prediction and diagnosis of depression using machine learning with electronic health records data: a systematic review

by Nickson, David, Meyer, Caroline, Walasek, Lukasz, Toro, Carla
Published in BMC medical informatics and decision making (27.11.2023)

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A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humans

by Sharma, Samriti, Singh, Gurvinder, Sharma, Manik
Published in Computers in biology and medicine (01.07.2021)

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The validity of electronic health data for measuring smoking status: a systematic review and meta-analysis

by Haque, Md Ashiqul, Gedara, Muditha Lakmali Bodawatte, Nickel, Nathan, Turgeon, Maxime, Lix, Lisa M.
Published in BMC medical informatics and decision making (02.02.2024)

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Liver Disease Prediction Using Machine Learning Algorithms

by Kalaiselvi, R., Meena, K., Vanitha, V.
Published in 2021 International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA) (08.10.2021)

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Conference Proceeding

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Synthetic OCT data in challenging conditions: three-dimensional OCT and presence of abnormalities

by Danesh, Hajar, Maghooli, Keivan, Dehghani, Alireza, Kafieh, Rahele
Published in Medical & biological engineering & computing (01.01.2022)

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A Literature Review: ECG-Based Models for Arrhythmia Diagnosis Using Artificial Intelligence Techniques

by Boulif, Abir, Ananou, Bouchra, Ouladsine, Mustapha, Delliaux, Stéphane
Published in Bioinformatics and biology insights (01.01.2023)

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Parallel computing method of deep belief networks and its application to traffic flow prediction

by Zhao, Lu, Zhou, Yonghua, Lu, Huapu, Fujita, Hamido
Published in Knowledge-Based Systems (01.01.2019)

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Enhancing cancer diagnostics through a novel deep learning-based semantic segmentation algorithm: A low-cost, high-speed, and accurate approach

by Benabbou, Tarik, Sahel, Aïcha, Badri, Abdelmajid, Mourabit, Ilham El
Published in Computers in biology and medicine (01.09.2025)

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Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases

by Martinez-Murcia, Francisco J., Górriz, Juan M., Ramírez, Javier, Illán, Ignacio A., Segovia, Fermín, Castillo-Barnes, Diego, Salas-Gonzalez, Diego
Published in Frontiers in neuroinformatics (14.11.2017)

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Realistic Chest X‐Ray Image Synthesis via Generative Network with Stochastic Memristor Array for Machine Learning‐Based Medical Diagnosis

by Kim, Namju, Oh, Jungyeop, Kim, Sungkyu, Cha, Jun‐Hwe, Choi, Junhwan, Im, Sung Gap, Choi, Sung‐Yool, Jang, Byung Chul
Published in Advanced functional materials (01.04.2024)

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Distribution-Sensitive Unbalanced Data Oversampling Method for Medical Diagnosis

by Han, Weihong, Huang, Zizhong, Li, Shudong, Jia, Yan
Published in Journal of medical systems (01.02.2019)

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Realistic Chest X‐Ray Image Synthesis via Generative Network with Stochastic Memristor Array for Machine Learning‐Based Medical Diagnosis (Adv. Funct. Mater. 16/2024)

by Kim, Namju, Oh, Jungyeop, Kim, Sungkyu, Cha, Jun‐Hwe, Choi, Junhwan, Im, Sung Gap, Choi, Sung‐Yool, Jang, Byung Chul
Published in Advanced functional materials (01.04.2024)

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The Role of Machine Learning in Diagnosing Bipolar Disorder: Scoping Review

by Jan, Zainab, AI-Ansari, Noor, Mousa, Osama, Abd-alrazaq, Alaa, Ahmed, Arfan, Alam, Tanvir, Househ, Mowafa
Published in Journal of medical Internet research (19.11.2021)

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Configurable 3D Scene Synthesis and 2D Image Rendering with Per-pixel Ground Truth Using Stochastic Grammars

by Jiang, Chenfanfu, Qi, Siyuan, Zhu, Yixin, Huang, Siyuan, Lin, Jenny, Yu, Lap-Fai, Terzopoulos, Demetri, Zhu, Song-Chun
Published in International journal of computer vision (01.09.2018)

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Synthesizing human brain CT images from MRI with deep learning

by Zhou, Longfei, Pu, Chenghan, Lu, Yuyang, Zhang, Ying, Han, Ke, Jin, YiRui, Zhang, Shengquan, Liu, Kaihua
Published in International journal of modeling, simulation and scientific computing (01.02.2024)

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Design and implementation of FPGA-based hardware acceleration for Machine Learning using OpenCL: A case study on the K-Means algorithm

by Jaballi, Eya, Gdaim, Soufien, Liouane, Noureddine
Published in International Conference on Control, Automation and Diagnosis (Online) (15.05.2024)

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Conference Proceeding

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State-Specific and Supraordinal Components of Facial Response to Pain

by Dirupo, Giada, Garlasco, Paolo, Chappuis, Cyrielle, Sharvit, Gil, Corradi-DellaAcqua, Corrado
Published in IEEE transactions on affective computing (01.04.2022)

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Guest Editorial Generative Adversarial Networks in Biomedical Image Computing

by Fu, Huazhu, Zhou, Tao, Li, Shuo, Frangi, Alejandro F.
Published in IEEE journal of biomedical and health informatics (01.01.2022)

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