Výsledky vyhledávání - "Shakir, Hina"

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Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM

Autor: Ali, Majid, Shakir, Hina, Samreen, Asia, Ahmed, Sohaib

Accurate diagnosis of Parkinson disease, especially in its early stages, can be a challenging task. The application of machine learning techniques helps improve the diagnostic accuracy of Parkinson disease detection but only few studies have presente

Externí odkaz: http://arxiv.org/abs/2412.18248

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Multimodal Medical Image registration using Discrete Wavelet Transform and Gaussian Pyramids

Autor: Shakir, Hina, Ahsan, S. Talha, Faisal, Nabiha

In this research paper, authors propose multimodal brain image registration using discrete wavelet transform(DWT) followed by Gaussian pyramids. The reference and target images are decomposed into their LL, LH, HL and LL DWT coefficients and then are

Externí odkaz: http://arxiv.org/abs/2009.05978

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Radiomic feature selection for lung cancer classifiers

Autor: Shakir, Hina, Rasheed, Haroon, Khan, Tariq Mairaj Rasool

Publikováno v: Journal of Intelligent & Fuzzy Systems, vol. Pre-press, no. Pre-press, pp. 1-9, 2020

Machine learning methods with quantitative imaging features integration have recently gained a lot of attention for lung nodule classification. However, there is a dearth of studies in the literature on effective features ranking methods for classifi

Externí odkaz: http://arxiv.org/abs/2003.07098

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