Ekta Srivastava

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Publications (11)

• CONNECT-PD: Parkinson’s Disease Detection Using Temporal Connectivity Graphs from Gait Data
  2027 DOI: 10.1007/978-3-032-31927-2_10
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• DETER: Directed Event-Trajectory GNNs on MIMIC-III for Medium-Term Readmission Forecasting
  2026 DOI: 10.1007/978-3-032-18480-1_20
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• A novel coarsened graph learning method for scalable single-cell data analysis
  Computers in Biology and Medicine 2025 DOI: 10.1016/j.compbiomed.2025.109873
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• Attention-driven graph-based machine learning for non-invasive diagnosis of NAFLD
  Intelligence-Based Medicine 2025 DOI: 10.1016/j.ibmed.2025.100288
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• CoarseFuse: Graph-Coarsening-Based Multi-Atlas Functional Connectivity Fusion for Autism Spectrum Disorder Diagnosis
  IEEE Journal of Biomedical and Health Informatics 2025 DOI: 10.1109/JBHI.2025.3646053
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• Adversarial Data Augmentation and Transfer Net for Scrap Metal Identification Using Laser-Induced Breakdown Spectroscopy Measurement of Standard Reference Materials
  Applied Spectroscopy 2023 DOI: 10.1177/00037028231170234
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• Label-Free Fault Detection Scheme for Inverters of PV Systems: Deep Reinforcement Learning-Based Dynamic Threshold
  Applied Sciences 2023 DOI: 10.3390/app13042470
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• Quantitative analysis of metal scraps using laser-induced breakdown spectroscopy measurements via unsupervised adversarial domain adaptation
  Chemometrics and Intelligent Laboratory Systems 2022 DOI: 10.1016/j.chemolab.2022.104667
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• Front-end signal processing for metal scrap classification using online measurements based on laser-induced breakdown spectroscopy
  Spectrochimica Acta - Part B Atomic Spectroscopy 2021 DOI: 10.1016/j.sab.2021.106282
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• Weighted-averaging-based classification of laser-induced breakdown spectroscopy measurements using most informative spectral lines
  Plasma Science and Technology 2020 DOI: 10.1088/2058-6272/ab481e
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