UMESH KUMAR NAIK MUDAVATH

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Publications (8)

• Toward Interpretable Schizophrenia Detection from EEG Using Autoencoder and EfficientNet
  2025 DOI: 10.1101/2025.05.16.25327657
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• Detection of Sleep Apnea from ECG Signals using Sliding Singular Spectrum based Sub-Pattern Principal Component Analysis
  IEEE Transactions on Artificial Intelligence 2024 DOI: 10.1109/tai.2023.3329455
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• Analytical Approach to Detect High-Level Diabetic Retinopathy in Retinal Fundus Images Using Blob Tracking Labeling and Machine Learning Algorithms
  SSRN Electronic Journal 2022 DOI: 10.2139/ssrn.4240396
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• Detection of Lung Nodules in Chest Radiographs using Wiener Filter and D-CNN model
  Interdisciplinary Research in Technology and Management 2021 DOI: 10.1201/9781003202240
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• A Low Complex Algorithm for Detection of Sleep Apnea from ECG Signals using Sliding SSA Combined with PCA, KPCA, and SPPCA
  2021 DOI: 10.36227/techrxiv.15169119
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• Detection of Epileptic Seizures From EEG Signals by Combining Dimensionality Reduction Algorithms With Machine Learning Models
  IEEE Sensors Journal 2021 DOI: 10.1109/jsen.2021.3077578
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• Facile Diabetic Retinopathy Detection using MRHE-FEED and Classification using Deep Convolutional Neural Network
  2020 IEEE 15th International Conference on Industrial and Information Systems (ICIIS) 2020 DOI: 10.1109/iciis51140.2020.9342676
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• EMG Artifacts Removal from Multi-Channel EEG Signals using Multi-Channel Singular Spectrum Analysis
  2020 IEEE Applied Signal Processing Conference (ASPCON) 2020 DOI: 10.1109/aspcon49795.2020.9276684
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