Somiya Rani

About

I'm Dr. Somiya Rani, specializing in Natural Language Processing for clinical applications. My expertise includes aspect-based sentiment analysis, named entity recognition, and developing advanced NLP models with Python. My technical skills encompass Python, R, C++, healthcare data analytics, NLTK, and Hugging Face Transformers. My goal is to innovate in healthcare through intelligent systems and data-driven solutions.

Employment

• Netaji Subhas University of Technology Guest Faculty
  2022 - 2023

Education

• Guru Gobind Singh Indraprastha University Doctor of Philosophy
  2019 - 2024
• Guru Gobind Singh Indraprastha University Master of Technology
  2016 - 2018
• Guru Gobind Singh Indraprastha University Bachelor of Technology
  2011 - 2015

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• CCheXR‐Attention: Clinical concept extraction and chest x‐ray reports classification using modified Mogrifier and bidirectional LSTM with multihead attention
  International Journal of Imaging Systems and Technology 2024 DOI: 10.1002/ima.23025
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• Aspect-based sentiment analysis of drug reviews using multi-task learning based dual BiLSTM model
  Multimedia Tools and Applications 2023 DOI: 10.1007/s11042-023-16360-3
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• Optimizing healthcare system by amalgamation of text processing and deep learning: a systematic review
  Multimedia Tools and Applications 2023 DOI: 10.1007/s11042-023-15539-y
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• DFM: Deep Fusion Model for COVID-19 Vaccine Sentiment Analysis
  Lecture Notes in Networks and Systems 2023 DOI: 10.1007/978-981-19-9228-5_20
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• Research Trends on Fuzzy Logic Controller for Mobile Robot Navigation: A Scientometric Study
  Journal of Automation, Mobile Robotics and Intelligent Systems 2019 DOI: 10.14313/jamris/1-2020/11
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