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Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
Detection of Alzheimer’s disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images
Suresha, Halebeedu Subbaraya, Parthasarathy, Srirangapatna Sampathkumaran
Published in Distributed and parallel databases : an international journal (01.12.2022)
Published in Distributed and parallel databases : an international journal (01.12.2022)
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Journal Article
Advanced Machine Learning Applications in Big Data Analytics
Year of Publication 2023
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eBook
ADHD classification by dual subspace learning using resting-state functional connectivity
Chen, Ying, Tang, Yibin, Wang, Chun, Liu, Xiaofeng, Zhao, Li, Wang, Zhishun
Published in Artificial intelligence in medicine (01.03.2020)
Published in Artificial intelligence in medicine (01.03.2020)
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Journal Article
A Two-Stage Convolutional Neural Networks for Lung Nodule Detection
Cao, Haichao, Liu, Hong, Song, Enmin, Ma, Guangzhi, Xu, Xiangyang, Jin, Renchao, Liu, Tengying, Hung, Chih-Cheng
Published in IEEE journal of biomedical and health informatics (01.07.2020)
Published in IEEE journal of biomedical and health informatics (01.07.2020)
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Journal Article
FedPC: An Efficient Prototype-Based Clustered Federated Learning on Medical Imaging
Gao, Tianrun, Liu, Keyan, Yang, Yuning, Liu, Xiaohong, Zhang, Ping, Wang, Guangyu
Published in IEEE journal of biomedical and health informatics (01.10.2025)
Published in IEEE journal of biomedical and health informatics (01.10.2025)
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Journal Article
A deep learning algorithm to improve readers’ interpretation and speed of pancreatic cystic lesions on dual-phase enhanced CT
Wang, Xiheng, Sun, Zhaoyong, Xue, Huadan, Qu, Taiping, Cheng, Sihang, Li, Juan, Li, Yatong, Mao, Li, Li, Xiuli, Zhu, Liang, Li, Xiao, Zhang, Longjing, Jin, Zhengyu, Yu, Yizhou
Published in Abdominal imaging (01.06.2022)
Published in Abdominal imaging (01.06.2022)
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Journal Article
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears
Kassim, Yasmin M., Palaniappan, Kannappan, Yang, Feng, Poostchi, Mahdieh, Palaniappan, Nila, Maude, Richard J, Antani, Sameer, Jaeger, Stefan
Published in IEEE journal of biomedical and health informatics (01.05.2021)
Published in IEEE journal of biomedical and health informatics (01.05.2021)
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Journal Article
A Dual Dataset approach for the diagnosis of Hepatitis C Virus using Machine Learning
Singh, Utkrisht, Gourisaria, Mahendra Kumar, Mishra, Brojo Kishore
Published in IEEE International Conference on Electronics, Computing and Communication Technologies (Online) (08.07.2022)
Published in IEEE International Conference on Electronics, Computing and Communication Technologies (Online) (08.07.2022)
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Conference Proceeding
Prediction of osteoporosis from simple hip radiography using deep learning algorithm
Jang, Ryoungwoo, Choi, Jae Ho, Kim, Namkug, Chang, Jae Suk, Yoon, Pil Whan, Kim, Chul-Ho
Published in Scientific reports (07.10.2021)
Published in Scientific reports (07.10.2021)
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Journal Article
Adaptive channel-weight dual-constrained semi-supervised EEG clustering
Bian, Jiahui, Dai, Chenglong, Li, Guanghui
Published in Biomedical signal processing and control (01.12.2024)
Published in Biomedical signal processing and control (01.12.2024)
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Journal Article
A Polarization-Imaging-Based Machine Learning Framework for Quantitative Pathological Diagnosis of Cervical Precancerous Lesions
Dong, Yang, Wan, Jiachen, Wang, Xingjian, Xue, Jing-Hao, Zou, Jibin, He, Honghui, Li, Pengcheng, Hou, Anli, Ma, Hui
Published in IEEE transactions on medical imaging (01.12.2021)
Published in IEEE transactions on medical imaging (01.12.2021)
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Journal Article
L2-norm multiple kernel learning and its application to biomedical data fusion
Yu, Shi, Falck, Tillmann, Daemen, Anneleen, Tranchevent, Leon-Charles, Suykens, Johan AK, De Moor, Bart, Moreau, Yves
Published in BMC bioinformatics (08.06.2010)
Published in BMC bioinformatics (08.06.2010)
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Journal Article
Dermoscopy diagnosis of cancerous lesions utilizing dual deep learning algorithms via visual and audio (sonification) outputs: Laboratory and prospective observational studies
Walker, B.N., Rehg, J.M., Kalra, A., Winters, R.M., Drews, P., Dascalu, J., David, E.O., Dascalu, A.
Published in EBioMedicine (01.02.2019)
Published in EBioMedicine (01.02.2019)
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Journal Article
Head and neck squamous cell carcinoma: prediction of cervical lymph node metastasis by dual-energy CT texture analysis with machine learning
Forghani, Reza, Chatterjee, Avishek, Reinhold, Caroline, Pérez-Lara, Almudena, Romero-Sanchez, Griselda, Ueno, Yoshiko, Bayat, Maryam, Alexander, James W. M., Kadi, Lynda, Chankowsky, Jeffrey, Seuntjens, Jan, Forghani, Behzad
Published in European radiology (01.11.2019)
Published in European radiology (01.11.2019)
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Journal Article
Dual-Mode Fluorescent/Intelligent Lateral Flow Immunoassay Based on Machine Learning Algorithm for Ultrasensitive Analysis of Chloroacetamide Herbicides
Zha, Yonghong, Li, Yansong, Zhou, Jianhua, Liu, Xiaolan, Park, Ki Soo, Zhou, Yu
Published in Analytical chemistry (Washington) (23.07.2024)
Published in Analytical chemistry (Washington) (23.07.2024)
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Journal Article