Avisha Das

Employment

• Mayo Clinic Hospital

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (16)

• Efficient Training Corpus Retrieval for Large Language Model Fine Tuning: A Case Study in Cancer
  2025 DOI: 10.3233/SHTI251039
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• Weakly supervised language models for automated extraction of critical findings from radiology reports
  npj Digital Medicine 2025 DOI: 10.1038/s41746-025-01522-4
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• Multi-factor debiasing for correlating confounders for fair diagnostic model
  Medical Imaging 2025: Image Processing 2025 DOI: 10.1117/12.3047316
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• Ensemble pretrained language models to extract biomedical knowledge from literature
  Journal of the American Medical Informatics Association 2024 DOI: 10.1093/jamia/ocae061
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• Framework for Exposing Vulnerabilities of Clinical Large Language Model: A Case Study in Breast Cancer
  2024 DOI: 10.36227/techrxiv.171777861.19290790/v1
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• Exposing Vulnerabilities in Clinical LLMs Through Data Poisoning Attacks: Case Study in Breast Cancer
  2024 DOI: 10.1101/2024.03.20.24304627
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• Domain-specific LLM Development and Evaluation – A Case-study for Prostate Cancer
  2024 DOI: 10.1101/2024.03.15.24304362
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• An In-Depth Benchmarking and Evaluation of Phishing Detection Research for Security Needs
  IEEE Access 2020 DOI: 10.1109/ACCESS.2020.2969780
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• Can Machines Tell Stories? A Comparative Study of Deep Neural Language Models and Metrics
  IEEE Access 2020 DOI: 10.1109/ACCESS.2020.3023421
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• Diverse datasets and a customizable benchmarking framework for phishing
  IWSPA 2020 - Proceedings of the 6th International Workshop on Security and Privacy Analytics 2020 DOI: 10.1145/3375708.3380313
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