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5 results for "Deepali Gupta"

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  1. Journal Article Full text

    RETRACTED: Optimizing chemotherapeutic targets in non-small cell lung cancer with transfer learning for precision medicine

    Varun Malik; Ruchi Mittal; Deepali Gupta et al.

    PLOS One, Vol. 20 No. 4 · 2025 · English · PLOS Scopus

    Non-small cell lung cancer (NSCLC) accounts for the majority of lung cancer cases, making it the most fatal diseases worldwide. Predicting NSCLC patients’ survival outcomes accurately remains a significant challenge despite advancements in treatment. The difficulties in developing effective drug…

  2. Journal Article Full text

    UMobileNetV2 model for semantic segmentation of gastrointestinal tract in MRI scans

    Neha Sharma; Sheifali Gupta; Deepali Gupta et al.

    PLOS ONE, Vol. 19 No. 5 · 2024 · English · PLOS Scopus

    Gastrointestinal (GI) cancer is leading general tumour in the Gastrointestinal tract, which is fourth significant reason of tumour death in men and women. The common cure for GI cancer is radiation treatment, which contains directing a high-energy X-ray beam onto the tumor while avoiding healthy…

  3. Journal Article Full text

    A privacy-preserved horizontal federated learning for malignant glioma tumour detection using distributed data-silos

    Shagun Sharma; Kalpna Guleria; Ayush Dogra et al.

    PLOS ONE, Vol. 20 No. 2 · 2025 · English · PLOS Scopus

    Malignant glioma is the uncontrollable growth of cells in the spinal cord and brain that look similar to the normal glial cells. The most essential part of the nervous system is glial cells, which support the brain’s functioning prominently. However, with the evolution of glioma, tumours form that…

  4. Journal Article Full text

    Optimized technique for speaker changes detection in multispeaker audio recording using pyknogram and efficient distance metric

    Sukhvinder Kaur; Chander Prabha; Ravinder Pal Singh et al.

    PLOS ONE, Vol. 19 No. 11 · 2024 · English · PLOS Scopus

    Segmentation process is very popular in Speech recognition, word count, speaker indexing and speaker diarization process. This paper describes the speaker segmentation system which detects the speaker change point in an audio recording of multi speakers with the help of feature extraction and…

  5. Journal Article Full text

    Recognition of Human Erythrocyte Receptors by the Tryptophan-Rich Antigens of Monkey Malaria Parasite Plasmodium knowlesi

    Kriti Tyagi; Deepali Gupta; Ekta Saini et al.

    PLOS ONE, Vol. 10 No. 9 · 2015 · English · PLOS Scopus

    Background: The monkey malaria parasite Plasmodium knowlesi also infect humans. There is a lack of information on the molecular mechanisms that take place between this simian parasite and its heterologous human host erythrocytes leading to this zoonotic disease. Therefore, we investigated here the…