umesh kumar baburao sherkhane

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Publications (8)

• Positron emission tomography imaging biomarker and artificial intelligence for the characterization of solitary pulmonary nodule
  Frontiers in Nuclear Medicine 2025 DOI: 10.3389/fnume.2025.1611823
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• 2496 Federated Prediction Models and External Validation for Radiotherapy Outcomes in Head and Neck Cancer using F.A.I.R. Clinical and Radiomics Data
  Radiotherapy and Oncology 2025 DOI: 10.1016/s0167-8140(25)01096-5
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• Development and validation of deep learning and BERT models for classification of lung cancer radiology reports
  Informatics in Medicine Unlocked 2023 DOI: 10.1016/j.imu.2023.101294
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• Systematic review and meta-analysis of prediction models used in cervical cancer
  Artificial Intelligence in Medicine 2023 DOI: 10.1016/j.artmed.2023.102549
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• PyRadGUI: A GUI based radiomics extractor software
  F1000Research 2023 DOI: 10.12688/f1000research.129826.1
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• Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma
  Journal of Digital Imaging 2023 DOI: 10.1007/s10278-023-00787-z
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• Implementation of Big Imaging Data Pipeline Adhering to FAIR Principles for Federated Machine Learning in Oncology
  IEEE Transactions on Radiation and Plasma Medical Sciences 2022 DOI: 10.1109/TRPMS.2021.3113860
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• Repeatability and reproducibility study of radiomic features on a phantom and human cohort
  Scientific Reports 2021 DOI: 10.1038/s41598-021-81526-8
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