most citedUncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective

3 citations · 6 across the 2 of their papers we have counts for

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cs.CV2024

TransAnaNet: Transformer-based Anatomy Change Prediction Network for Head and Neck Cancer Patient Radiotherapy

Meixu Chen, Kai Wang, Michael Dohopolski +3

Early identification of head and neck cancer (HNC) patients who would experience significant anatomical change during radiotherapy (RT) is important to optimize patient clinical be…

cs.CV2024

Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation

Meixu Chen, Kai Wang, Jing Wang

A comprehensive and reliable survival prediction model is of great importance to assist in the personalized management of Head and Neck Cancer (HNC) patients treated with curative…

cs.CV2022★ 3 cited

Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck Cancers

Kai Wang, Yunxiang Li, Michael Dohopolski +4

For Head and Neck Cancers (HNC) patient management, automatic gross tumor volume (GTV) segmentation and accurate pre-treatment cancer recurrence prediction are of great importance…