Sub-features orthogonal decoupling: Detecting bone wall absence via a small number of abnormal examples for temporal CT images
X Li, Y Zhou, H Yin, P Zhao, R Tang, H Lv, Y Qin… - … Medical Imaging and …, 2024 - Elsevier
The absence of bone wall located in the jugular bulb and sigmoid sinus of the temporal
bone is one of the important reasons for pulsatile tinnitus. Automatic and accurate detection …
bone is one of the important reasons for pulsatile tinnitus. Automatic and accurate detection …
SigDiffusions: Score-Based Diffusion Models for Long Time Series via Log-Signature Embeddings
B Barancikova, Z Huang, C Salvi - arXiv preprint arXiv:2406.10354, 2024 - arxiv.org
Score-based diffusion models have recently emerged as state-of-the-art generative models
for a variety of data modalities. Nonetheless, it remains unclear how to adapt these models …
for a variety of data modalities. Nonetheless, it remains unclear how to adapt these models …
Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data
M Schürch, L Boos, V Heinzelmann-Schwarz… - arXiv preprint arXiv …, 2024 - arxiv.org
AI-driven precision oncology has the transformative potential to reshape cancer treatment by
leveraging the power of AI models to analyze the interaction between complex patient …
leveraging the power of AI models to analyze the interaction between complex patient …
A Causal Framework for Precision Rehabilitation
Precision rehabilitation offers the promise of an evidence-based approach for optimizing
individual rehabilitation to improve long-term functional outcomes. Emerging techniques …
individual rehabilitation to improve long-term functional outcomes. Emerging techniques …
Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models
We propose a novel framework that combines deep generative time series models with
decision theory for generating personalized treatment strategies. It leverages historical …
decision theory for generating personalized treatment strategies. It leverages historical …
GUIDE: A Responsible Multimodal Approach for Enhanced Glaucoma Risk Modeling and Patient Trajectory Analysis
H Shakeri, B Moradijamei - Workshop on Responsibly Building the Next … - openreview.net
Glaucoma is a irreversible vision loss that disproportionately affects marginalized
communities. Current diagnostic and management strategies often fail to account for …
communities. Current diagnostic and management strategies often fail to account for …