Publications by authors named "Bhaswati Singha Deo"

Article Synopsis
  • Cervical cancer can be detected early by monitoring changes in the biochemical and physical properties of the epithelium, and fluorescence spectroscopy offers a non-invasive and accurate method for this detection compared to traditional techniques.* -
  • This study utilizes a custom spatially resolved fibre-optic probe to analyze fluorescence spectra of cervical tissue samples, aiming to classify different grades of precancerous conditions using advanced data processing techniques.* -
  • The investigation found that using proximal fibres improves the detection of significant features in the epithelium, and a combination of spatially resolved fluorescence spectroscopy with Principal Component Analysis (PCA) and an Artificial Neural Network (ANN) yields effective classification results.*
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Cervical cancer is a prevalent malignant tumor within the female reproductive system and is regarded as a prominent cause of female mortality on a global scale. Timely and precise detection of various phases of cervical cancer holds the potential to substantially enhance both the rate of successful treatment and the duration of patient survival. Fluorescence spectroscopy is a highly sensitive method for detecting the biochemical changes that arise during cancer progression.

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Real-time prediction about the severity of noncommunicable diseases like cancers is a boon for early diagnosis and timely cure. Optical techniques due to their minimally invasive nature provide better alternatives in this context than the conventional techniques. The present study talks about a standalone, field portable smartphone-based device which can classify different grades of cervical cancer on the basis of the spectral differences captured in their intrinsic fluorescence spectra with the help of AI/ML technique.

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Cervical cancer is one of the most prevalent forms of cancer, with a lengthy latent period and a gradual onset phase. Conventional techniques are found to be severely lacking in real time detection of disease progression which can greatly enhance the cure rate. Due to their high sensitivity and specificity, optical techniques are emerging as reliable tools, particularly in case of cancer.

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