An Enhanced Hyper-Parameter Optimization of a Convolutional Neural Network Model for Leukemia Cancer Diagnosis in a Smart Healthcare System
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J. B. Awotunde | A. Imoize | S. Sur | Dinh-Thuan Do | M. Abiodun | Oluwafisayo Babatope Ayoade | Adão Silva
[1] U. Köse,et al. Recent advancement in cancer diagnosis using machine learning and deep learning techniques: A comprehensive review , 2022, Comput. Biol. Medicine.
[2] M. A. Pascali,et al. Machine and Deep Learning Prediction Of Prostate Cancer Aggressiveness Using Multiparametric MRI , 2022, Frontiers in Oncology.
[3] D. Mehrotra,et al. Potential of Internet of Medical Things (IoMT) applications in building a smart healthcare system: A systematic review , 2021, Journal of Oral Biology and Craniofacial Research.
[4] Kusum Yadav,et al. A Perspective Roadmap for IoMT-Based Early Detection and Care of the Neural Disorder, Dementia , 2021, Journal of healthcare engineering.
[5] Yuhui Shi,et al. Enhancing Learning Efficiency of Brain Storm Optimization via Orthogonal Learning Design , 2021, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[6] Chinmay Chakraborty,et al. Intrusion Detection in Industrial Internet of Things Network-Based on Deep Learning Model with Rule-Based Feature Selection , 2021, Wirel. Commun. Mob. Comput..
[7] Michael Kaliske,et al. DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions , 2021 .
[8] José Rodellar,et al. A deep learning model (ALNet) for the diagnosis of acute leukaemia lineage using peripheral blood cell images , 2021, Comput. Methods Programs Biomed..
[9] Ikram Ud Din,et al. IoMT-Based Automated Detection and Classification of Leukemia Using Deep Learning , 2020, Journal of healthcare engineering.
[10] M. Kumaresan,et al. Echo state learned compositional pattern neural networks for the early diagnosis of cancer on the internet of medical things platform , 2020, J. Ambient Intell. Humaniz. Comput..
[11] Jianxi Yang,et al. A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection , 2020, Inf. Sci..
[12] Pierluigi Ritrovato,et al. Trends in IoT based solutions for health care: Moving AI to the edge , 2020, Pattern Recognition Letters.
[13] Mary O'Mahony,et al. Estimating the impact of the Internet of Things on productivity in Europe , 2020, Heliyon.
[14] Min Beom Lee,et al. Artificial Intelligence-Based Mitosis Detection in Breast Cancer Histopathology Images Using Faster R-CNN and Deep CNNs , 2020, Journal of clinical medicine.
[15] Saqib Saeed,et al. Images data practices for Semantic Segmentation of Breast Cancer using Deep Neural Network , 2020, J. Ambient Intell. Humaniz. Comput..
[16] P. Mohamed Shakeel,et al. A dynamic and interoperable communication framework for controlling the operations of wearable sensors in smart healthcare applications , 2020, Comput. Commun..
[17] Matthias Becker,et al. Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics , 2019, iScience.
[18] Moayad Aloqaily,et al. An Authentic-Based Privacy Preservation Protocol for Smart e-Healthcare Systems in IoT , 2019, IEEE Access.
[19] Santosh Pandey,et al. Sweat sensing in the smart wearables era: Towards integrative, multifunctional and body-compliant perspiration analysis , 2019, Sensors and Actuators A: Physical.
[20] K. P. Sridhar,et al. Classification System for Lung Cancer Nodule Using Machine Learning Technique and CT Images , 2019, 2019 International Conference on Communication and Electronics Systems (ICCES).
[21] Dimosthenis Kyriazis,et al. Internet of Medical Things (IoMT): Acquiring and Transforming Data into HL7 FHIR through 5G Network Slicing , 2019, Emerging Science Journal.
[22] Z. Younossi. Non-alcoholic fatty liver disease - A global public health perspective. , 2019, Journal of hepatology.
[23] R. Sampath,et al. Analysis of regional atrophy and prolong adaptive exclusive atlas to detect the alzheimers neuro disorder using medical images , 2019, Multimedia Tools and Applications.
[24] Yong Xiang,et al. A novel gene selection algorithm for cancer classification using microarray datasets , 2019, BMC Medical Genomics.
[25] Anand Nayyar,et al. BioSenHealth 1.0: A Novel Internet of Medical Things (IoMT)-Based Patient Health Monitoring System , 2018, International Conference on Innovative Computing and Communications.
[26] Sridhar Krishnan,et al. Wearable Hardware Design for the Internet of Medical Things (IoMT) , 2018, Sensors.
[27] P. Mohamed Shakeel,et al. Developing brain abnormality recognize system using multi-objective pattern producing neural network , 2018, Journal of Ambient Intelligence and Humanized Computing.
[28] Arun Kumar Sangaiah,et al. Convergence of IoT and product lifecycle management in medical health care , 2018, Future Gener. Comput. Syst..
[29] Sergio Casas,et al. A particle swarm approach for tuning washout algorithms in vehicle simulators , 2018, Appl. Soft Comput..
[30] Yongjin Lu,et al. Informative Gene Selection for Microarray Classification via Adaptive Elastic Net with Conditional Mutual Information , 2018, Applied Mathematical Modelling.
[31] Yasser M. Kadah,et al. An Automatic Computer-Aided Diagnosis System for Breast Cancer in Digital Mammograms via Deep Belief Network , 2018 .
[32] X. Wang,et al. Tumor gene expression data classification via sample expansion-based deep learning , 2017, Oncotarget.
[33] J. Stolzenburg,et al. Nuclear magnetic resonance spectroscopy as a new approach for improvement of early diagnosis and risk stratification of prostate cancer , 2017, Journal of Zhejiang University-SCIENCE B.
[34] Ali Najafi,et al. Classification and Biomarker Genes Selection for Cancer Gene Expression Data Using Random Forest , 2017, Iranian journal of pathology.
[35] Steve B. Jiang,et al. A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning , 2017, Scientific Reports.
[36] Abdelkader Benyettou,et al. Kernel-based learning and feature selection analysis for cancer diagnosis , 2017, Appl. Soft Comput..
[37] Taimoor Akhtar,et al. Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates , 2016, AAAI.
[38] Michael Biehl,et al. Adaptive Relevance Matrices in Learning Vector Quantization , 2009, Neural Computation.
[39] Russell C. Eberhart,et al. Comparison between Genetic Algorithms and Particle Swarm Optimization , 1998, Evolutionary Programming.
[40] J. B. Awotunde,et al. Feature Extraction and Artificial Intelligence-Based Intrusion Detection Model for a Secure Internet of Things Networks , 2022, Illumination of Artificial Intelligence in Cybersecurity and Forensics.
[41] J. B. Awotunde,et al. An Enhanced Intrusion Detection System using Particle Swarm Optimization Feature Extraction Technique , 2021, Procedia Computer Science.
[42] Azamossadat Hosseini,et al. Machine Learning in Detection and Classification of Leukemia Using Smear Blood Images: A Systematic Review , 2021, Sci. Program..
[43] J. B. Awotunde,et al. IoT-Based Wearable Body Sensor Network for COVID-19 Pandemic , 2021, Studies in Systems, Decision and Control.
[44] J. B. Awotunde,et al. Comparing the Performance of Various Supervised Machine Learning Techniques for Early Detection of Breast Cancer , 2021, HIS.
[45] Joseph Bamidele Awotunde,et al. Disease Diagnosis System for IoT-Based Wearable Body Sensors with Machine Learning Algorithm , 2021, Hybrid Artificial Intelligence and IoT in Healthcare.
[46] Joseph Bamidele Awotunde,et al. Privacy and Security Concerns in IoT-Based Healthcare Systems , 2021, Internet of Things.
[47] J. B. Awotunde,et al. Crude Oil Price Prediction Using Particle Swarm Optimization and Classification Algorithms , 2021, ISDA.
[48] J. B. Awotunde,et al. A Deep Learning-Based Intrusion Detection Technique for a Secured IoMT System , 2021, ICIIA.
[49] Cornelius Ncube,et al. Internet of Things technologies for elderly health-care applications , 2020 .
[50] Gunasekaran Manogaran,et al. Machine Learning Approach-Based Gamma Distribution for Brain Tumor Detection and Data Sample Imbalance Analysis , 2019, IEEE Access.
[51] Gamal Attiya,et al. Classification of human cancer diseases by gene expression profiles , 2017, Appl. Soft Comput..
[52] N. Radhika,et al. Particle Swarm Optimization over Back Propagation Neural Network for Length of Stay Prediction , 2015 .
[53] A Srinivasula Reddy,et al. Particle Swarm Optimization to solve Economic Dispatch considering Generator Constraints , 2014 .