Vision Transformer-Based Multilabel Survival Prediction for Oropharynx Cancer After Radiation Therapy

M Chen, K Wang, J Wang - International Journal of Radiation Oncology …, 2024 - Elsevier
Purpose A reliable and comprehensive cancer prognosis model for oropharyngeal cancer
(OPC) could better assist in personalizing treatment. In this work, we developed a vision …

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

M Chen, K Wang, J Wang - ArXiv, 2024 - ncbi.nlm.nih.gov
A comprehensive and reliable survival prediction model is of great importance to assist in
the personalized management of Head and Neck Cancer (HNC) patient treated with curative …

Predicting Individual Survival Distributions Using ECG: A Deep Learning Approach Utilizing Features Extracted by a Learned Diagnostic Model

W Sun, SV Kalmady, S Qi, N Sepehrvand… - Proceedings of the …, 2023 - ojs.aaai.org
In the field of healthcare, individual survival prediction is important for personalized
treatment planning. This study presents machine learning algorithms for predicting …

Sleep Duration as a Neural Survival Model

A Columbus - 2022 - jscholarship.library.jhu.edu
Circadian rhythms govern almost every daily activity, including the duration of sleep. In the
literature, several medical models and mathematical models have been published that …