Search Results for author: Gourav Jhanwar

Found 2 papers, 1 papers with code

Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss Function

1 code implementation7 Jul 2022 Gourav Jhanwar, Navdeep Dahiya, Parmida Ghahremani, Masoud Zarepisheh, Saad Nadeem

Model with (MAE + Moment) loss function outperformed the model with MAE loss by significantly improving the DVH-score (11%, p$<$0. 01) while having similar computational cost.

Computed Tomography (CT)

Deep Learning 3D Dose Prediction for Conventional Lung IMRT Using Consistent/Unbiased Automated Plans

no code implementations7 Jun 2021 Navdeep Dahiya, Gourav Jhanwar, Anthony Yezzi, Masoud Zarepisheh, Saad Nadeem

Moreover, any changes in the clinical criteria requires a new set of manually generated plans by planners to build a new prediction model.

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