Jinqiu Deng - Publications

Stacking Model-Based Preoperative Prediction of Lymphovascular Invasion in Lung Adenocarcinoma by Integrating Intratumoral Heterogeneity Score and Clinicoradiological Features: A Multicenter Study.

Journal: Technology in cancer research & treatment

Published: July 17, 2026

Robustness and Accuracy of Radiomics Models for Classifying IASLC Grading in Lung Adenocarcinomas: A Comprehensive Analysis of a Large Multicenter CT Database.

Journal: Technology in cancer research & treatment

Published: February 28, 2026

Preoperative Ternary Classification of Pulmonary Ground-Glass Nodules (AIS/MIA/IAC): ResNet-10 Outperforms Radiomics and Clinicoradiographic Models in Multicenter Study.

Journal: Technology in cancer research & treatment

Published: February 16, 2026

Preoperative CT-based topologically distinct intratumoral heterogeneity scores for predicting intratumoral tertiary lymphoid structures and outcomes in hepatocellular carcinoma: A multicenter study.

Journal: European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology

Published: February 01, 2026

CT-Based Nested Habitats Analysis for Early Recurrence Prediction and Risk Stratification in Hepatocellular Carcinoma: Development and Multicenter Validation Across Four Cohorts.

Journal: Annals of surgical oncology

Published: January 22, 2026

An effective deep learning algorithm for medical image registration.

Journal: PLOS digital health

Published: December 23, 2025

Dual-branch attention-enhanced network integrating CT images and clinicoradiographic features for preoperative ternary classification of IASLC grading in lung adenocarcinoma: A multicenter study.

Journal: Computer methods and programs in biomedicine

Published: December 10, 2025

Development and Validation of Time-to-Event Machine Learning Models for Predicting Disease-Free Survival in Patients with Locally Advanced Colorectal Cancer: A Multicenter Cohort Study.

Journal: Annals of surgical oncology

Published: October 08, 2025

Intratumoral heterogeneity score enhances invasiveness prediction in pulmonary ground-glass nodules via stacking ensemble machine learning.

Journal: Insights into imaging

Published: April 23, 2025

Wearable device for axillary lymph node screening in breast cancer based on infrared thermography and artificial intelligence.

Journal: Breast cancer research : BCR

Published: January 01, 2025

Quantifying intratumoral heterogeneity within sub-regions to predict high-grade patterns in clinical stage I solid lung adenocarcinoma.

Journal: BMC cancer

Published: January 30, 2024