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Listar por autor "Amin, Javeria"

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    • A New Model for Brain Tumor Detection Using Ensemble Transfer Learning and Quantum Variational Classifier 

      Amin, Javeria; Anjum, Muhammad Almas; Sharif, Muhammad; Jabeen, Saima; Kadry, Seifedine; Moreno-Ger, Pablo (Computational Intelligence and Neuroscience, 2022)
      A brain tumor is an abnormal enlargement of cells if not properly diagnosed. Early detection of a brain tumor is critical for clinical practice and survival rates. Brain tumors arise in a variety of shapes, sizes, and ...

    • Detection of anomaly in surveillance videos using quantum convolutional neural networks 

      Amin, Javeria; Anjum, Muhammad Almas; Ibrar, Kainat; Sharif, Muhammad; Kadry, Seifedine; González-Crespo, Rubén (Image and Vision Computing, 2023)
      Anomalous behavior identification is the process of detecting behavior that differs from its normal. These incidents will vary from violence to war, road crashes to kidnapping, and so on in a surveillance model. Video ...

    • Visual Geometry Group based on U-Shaped Model for Liver/Liver Tumor Segmentation 

      Amin, Javeria; Almas Anjum, Muhammad; Sharif, Muhammad; Kadry, Seifedine; González-Crespo, Rubén (IEEE Latin America Transactions, 2023)
      Liver cancer is the primary reason of death around the globe. Manually detecting the infected tissues is a challenging and time-consuming task. The computerized methods help make accurate decisions and therapy processes. ...