Xia Yu

NO. 3-11 Wenhua Road
Shenyang, 110819, China

Last Updated: 09/26/2026

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Found 20 publications

Future-aware blood glucose forecasting using knowledge distillation with transformer-based sequence-to-sequence models.

Future-aware blood glucose forecasting using knowledge distillation with transformer-based sequence-to-sequence models.

Journal: Scientific reports
Published: December 25, 2025

DHAN: A deep hierarchical attention network for multisource biomedical data fusion in precision diabetic retinopathy diagnosis.

DHAN: A deep hierarchical attention network for multisource biomedical data fusion in precision diabetic retinopathy diagnosis.

Journal: Digital health
Published: July 14, 2025

Smart insulin dosage software based on trend arrows: an effective method for controlling hyperglycemia in hospitalized diabetic patients in non-endocrine departments (a randomized controlled trial).

Smart insulin dosage software based on trend arrows: an effective method for controlling hyperglycemia in hospitalized diabetic patients in non-endocrine departments (a randomized controlled trial).

Journal: Endocrine
Published: June 12, 2025

ISImatsuda as a potential predictor of metabolic dysfunction-associated steatotic liver disease in patients with type 2 diabetes mellitus.

ISImatsuda as a potential predictor of metabolic dysfunction-associated steatotic liver disease in patients with type 2 diabetes mellitus.

Journal: Frontiers in medicine
Published: May 06, 2025

A prior-knowledge-guided dynamic attention mechanism to predict nocturnal hypoglycemic events in type 1 diabetes.

A prior-knowledge-guided dynamic attention mechanism to predict nocturnal hypoglycemic events in type 1 diabetes.

Journal: BMC medical informatics and decision making
Published: May 22, 2024

Clinically relevant stratification of patients with type 2 diabetes by using continuous glucose monitoring data.

Clinically relevant stratification of patients with type 2 diabetes by using continuous glucose monitoring data.

Journal: Diabetes, obesity & metabolism
Published: November 16, 2023

A novel hypoglycemia alarm framework for type 2 diabetes with high glycemic variability.

A novel hypoglycemia alarm framework for type 2 diabetes with high glycemic variability.

Journal: International journal for numerical methods in biomedical engineering
Published: June 03, 2023

DDLA: a double deep latent autoencoder for diabetic retinopathy diagnose based on continuous glucose sensors.

DDLA: a double deep latent autoencoder for diabetic retinopathy diagnose based on continuous glucose sensors.

Journal: Medical & biological engineering & computing
Published: June 01, 2023

A deep learning nomogram of continuous glucose monitoring data for the risk prediction of diabetic retinopathy in type 2 diabetes.

A deep learning nomogram of continuous glucose monitoring data for the risk prediction of diabetic retinopathy in type 2 diabetes.

Journal: Physical and engineering sciences in medicine
Published: September 13, 2022

A hypoglycemia early alarm method for patients with type 1 diabetes based on multi-dimensional sequential pattern mining.

A hypoglycemia early alarm method for patients with type 1 diabetes based on multi-dimensional sequential pattern mining.

Journal: Heliyon
Published: June 30, 2022

Decreasing complexity of glucose time series derived from continuous glucose monitoring is correlated with deteriorating glucose regulation.

Decreasing complexity of glucose time series derived from continuous glucose monitoring is correlated with deteriorating glucose regulation.

Journal: Frontiers of medicine
Published: March 01, 2022

Heart sound classification based on equal scale frequency cepstral coefficients and deep learning.

Heart sound classification based on equal scale frequency cepstral coefficients and deep learning.

Journal: Biomedizinische Technik. Biomedical engineering
Published: August 09, 2021
Showing 1-12 of 20

Last Updated: 09/26/2026