Prerak Mody

According to our database, Prerak Mody authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Inclusion Depth for Contour Ensembles.

Nicolas F. Chaves-de-Plaza, Prerak Mody, Marius Staring, René van Egmond, Anna Vilanova, Klaus Hildebrandt

IEEE Trans. Vis. Comput. Graph., September, 2024

Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation.

Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, Klaus Hildebrandt, Marius Staring

CoRR, 2024

Depth for Multi-Modal Contour Ensembles.

Nicolas F. Chaves-de-Plaza, Mathijs Molenaar, Prerak Mody, Marius Staring, René van Egmond, Elmar Eisemann, Anna Vilanova, Klaus Hildebrandt

Comput. Graph. Forum, 2024

Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT.

Jingnan Jia, Bo Yu, Prerak Mody, Maarten K. Ninaber, Anne A. Schouffoer, Jeska K. De Vries-Bouwstra, Lucia J. M. Kroft, Marius Staring, Berend C. Stoel

Comput. Biol. Medicine, 2024

2023

Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation.

Yicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan van Gemert

Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022

Deep learning for size-agnostic inverse design of random-network 3D printed mechanical metamaterials.

Helda Pahlavani, Kostas Tsifoutis-Kazolis, Prerak Mody, Jie Zhou, Mohammad J. Mirzaali, Amir A. Zadpoor

CoRR, 2022

Towards Fast AI-Infused Human-Centered Contouring Workflows for Adaptive Proton Therapy in the Head and Neck.

Nicolas F. Chaves-de-Plaza, Prerak Mody, Klaus Hildebrandt, Marius Staring, Huib de Ridder, René van Egmond

CoRR, 2022

Comparing Bayesian models for organ contouring in head and neck radiotherapy.

Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, René van Egmond, Huib de Ridder, Marius Staring

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty.

Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, Marius Staring

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022

2021

Comparing Bayesian Models for Organ Contouring in Headand Neck Radiotherapy.

Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, René van Egmond, Huib de Ridder, Marius Staring

CoRR, 2021