Zhenhui Li
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View article: DBT-based habitat imaging for differentiating benign and malignant breast architectural distortion : a two-center study
DBT-based habitat imaging for differentiating benign and malignant breast architectural distortion : a two-center study Open
View article: Longitudinal trajectory and variability of skeletal muscle as predictors of prognosis after curative surgery for non-metastatic colorectal cancer
Longitudinal trajectory and variability of skeletal muscle as predictors of prognosis after curative surgery for non-metastatic colorectal cancer Open
Background The impact of dynamic skeletal muscle alterations on colorectal cancer (CRC) prognosis remains unclear. This study evaluates the prognostic significance of longitudinal skeletal muscle index (SMI) trajectories and their variabil…
View article: A study on predicting recurrence of non-muscle-invasive bladder cancer within 2 years using mp-MRI radiomics
A study on predicting recurrence of non-muscle-invasive bladder cancer within 2 years using mp-MRI radiomics Open
Non-muscle invasive bladder cancer (NMIBC) has a high rate of postoperative recurrence and the efficacy of existing clinical prediction models is limited. This study aimed to combine multiparametric magnetic resonance imaging (mp-MRI) radi…
View article: Deformation monitoring method for combined heading dies
Deformation monitoring method for combined heading dies Open
To address the issue of real-time deformation monitoring for combined heading dies for titanium alloy bolts, this paper established a hardware system to introduce an indirect measurement method. In detail, we designed the monitoring model …
View article: Perioperative changing patterns of systemic immune-inflammatory index (SII) and outcomes in stage I–III non-small cell lung cancer: a retrospective cohort study
Perioperative changing patterns of systemic immune-inflammatory index (SII) and outcomes in stage I–III non-small cell lung cancer: a retrospective cohort study Open
Perioperative SII changing patterns provide critical prognostic insights beyond static measurements and demonstrate potential for predicting postoperative recurrence risk in stage I-III NSCLC patients.
View article: Longitudinal evaluation of serum cholinesterase benefits prognosis surveillance of common types of human cancer
Longitudinal evaluation of serum cholinesterase benefits prognosis surveillance of common types of human cancer Open
View article: A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction
A Multimodal Foundation Model to Enhance Generalizability and Data Efficiency for Pan-cancer Prognosis Prediction Open
Multimodal data provides heterogeneous information for a holistic understanding of the tumor microenvironment. However, existing AI models often struggle to harness the rich information within multimodal data and extract poorly generalizab…
View article: Understanding Traffic Congestion via Traffic Attacker: A Traffic Demand and Supply View
Understanding Traffic Congestion via Traffic Attacker: A Traffic Demand and Supply View Open
Traffic congestion is an escalating public concern. Where is the bottleneck under congestion in an urban traffic system? To answer this question, we consider the traffic system as a demand supply system with the volume of vehicles on the r…
View article: Deep learning-based prediction of axillary pathological complete response in patients with breast cancer using longitudinal multiregional ultrasound
Deep learning-based prediction of axillary pathological complete response in patients with breast cancer using longitudinal multiregional ultrasound Open
This study was supported by (1) Noncommunicable Chronic Diseases-National Science and Technology Major Project (No. 2024ZD0531100); (2) Key-Area Research and Development Program of Guangdong Province (No. 2021B0101420006); (3) National Nat…
View article: Evaluation of serum alkaline phosphatase and lactate dehydrogenase as predictive biomarkers for the prognosis of male breast cancer
Evaluation of serum alkaline phosphatase and lactate dehydrogenase as predictive biomarkers for the prognosis of male breast cancer Open
View article: Preoperative pectoralis muscle index predicts distant metastasis-free survival in non-small cell lung cancer patients: a retrospective study
Preoperative pectoralis muscle index predicts distant metastasis-free survival in non-small cell lung cancer patients: a retrospective study Open
View article: Combined nomogram for differentiating adrenal pheochromocytoma from large-diameter lipid-poor adenoma using multiphase CT radiomics and clinico-radiological features
Combined nomogram for differentiating adrenal pheochromocytoma from large-diameter lipid-poor adenoma using multiphase CT radiomics and clinico-radiological features Open
View article: Immunophenotype-guided interpretable radiomics model for predicting neoadjuvant anti-PD-1 response in stage III–IV d-MMR/MSI-H colorectal cancer
Immunophenotype-guided interpretable radiomics model for predicting neoadjuvant anti-PD-1 response in stage III–IV d-MMR/MSI-H colorectal cancer Open
Background Neoadjuvant immunotherapy significantly improves the pathological complete response (pCR) rate in colorectal cancer (CRC). However, the lack of reliable tools to accurately identify responders remains a key barrier to its widesp…
View article: TME-guided deep learning predicts chemotherapy and immunotherapy response in gastric cancer with attention-enhanced residual Swin Transformer
TME-guided deep learning predicts chemotherapy and immunotherapy response in gastric cancer with attention-enhanced residual Swin Transformer Open
Adjuvant chemotherapy and immune checkpoint blockade exert quite durable anti-tumor responses, but the lack of effective biomarkers limits the therapeutic benefits. Utilizing multi-cohorts of 3,095 patients with gastric cancer, we propose …
View article: Radiomics‐Based CT Prediction of KRAS/NRAS/BRAF Mutation Status in Colorectal Cancer: A Multicenter Study
Radiomics‐Based CT Prediction of KRAS/NRAS/BRAF Mutation Status in Colorectal Cancer: A Multicenter Study Open
Background Colorectal cancer (CRC) is a common malignancy with high morbidity and mortality. Kirsten rat sarcoma viral oncogene homolog (KRAS), neuroblastoma RAS viral oncogene homolog (NRAS), and B‐Raf proto‐oncogene serine/threonine kina…
View article: Enhanced CT in differentiating asymptomatic adrenal pheochromocytoma from adrenocortical carcinoma
Enhanced CT in differentiating asymptomatic adrenal pheochromocytoma from adrenocortical carcinoma Open
Purpose To evaluate the effectiveness of arterial and portal-venous phase CT in differentiating asymptomatic adrenal pheochromocytoma (PCC) from adrenocortical carcinoma(ACC). Methods We retrospectively analyzed 44 PCC and 18 ACC patients …
View article: Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer
Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer Open
View article: PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology Open
The emergence of pathology foundation models has revolutionized computational histopathology, enabling highly accurate, generalized whole-slide image analysis for improved cancer diagnosis, and prognosis assessment. While these models show…
View article: Differential diagnosis of intracranial solitary fibrous tumor and high-grade meningioma based on CT and MRI features
Differential diagnosis of intracranial solitary fibrous tumor and high-grade meningioma based on CT and MRI features Open
Background ISFT and HGM exhibit similar imaging characteristics, but their distinct behaviors and treatments necessitate accurate preoperative imaging for optimal management. Purpose To evaluate conventional CT and MRI in differentiating I…
View article: Computed tomography features of gastric cancer with deficient mismatch repair: Radiologic–pathologic correlation
Computed tomography features of gastric cancer with deficient mismatch repair: Radiologic–pathologic correlation Open
LAGC with dMMR showed distinct CT features. A morphology-based model constructed from these CT features has the potential to predict dMMR status for LAGC.
View article: Brain structural alterations and cognitive dysfunction in lung cancer patients without brain metastasis
Brain structural alterations and cognitive dysfunction in lung cancer patients without brain metastasis Open
This study explored the relationship between cognitive function and brain structure in lung cancer (LCs) patients without brain metastases and healthy controls (HCs). A cohort of 75 chemotherapy-naive LCs without brain metastases and 29 ag…
View article: Unveiling multi‐pesticide resistance and <scp>RNAi</scp> effectiveness in field populations of <i>Tetranychus urticae</i> (<scp>Koch</scp>)
Unveiling multi‐pesticide resistance and <span>RNAi</span> effectiveness in field populations of <i>Tetranychus urticae</i> (<span>Koch</span>) Open
BACKGROUND The two‐spotted spider mite, Tetranychus urticae , is a significant agricultural pest causing substantial economic losses annually, which primarily relies on chemical control. RESULTS The current study characterizes the resistan…
View article: Localization and Classification of Adrenal Masses in Multiphase Computed Tomography: Retrospective Study
Localization and Classification of Adrenal Masses in Multiphase Computed Tomography: Retrospective Study Open
Background The incidence of adrenal incidentalomas is increasing annually, and most types of adrenal masses require surgical intervention. Accurate classification of common adrenal masses based on tumor computed tomography (CT) images by r…
View article: Abnormal DNA methylation of EBF1 regulates adipogenesis in chicken
Abnormal DNA methylation of EBF1 regulates adipogenesis in chicken Open
View article: An Overview of Predictive Biomarkers and Detection Approaches for Immunotherapy Response in GI Malignancies
An Overview of Predictive Biomarkers and Detection Approaches for Immunotherapy Response in GI Malignancies Open
This review provides an in‐depth exploration of the evolving role of immunotherapy in gastrointestinal (GI) cancers, with a particular focus on immune checkpoint inhibitors (ICIs) and their associated predictive biomarkers. We present a de…
View article: Multiparametric MRI and transfer learning for predicting positive margins in breast-conserving surgery: a multi-center study
Multiparametric MRI and transfer learning for predicting positive margins in breast-conserving surgery: a multi-center study Open
This study aimed to predict positive surgical margins in breast-conserving surgery (BCS) using multiparametric MRI (mpMRI) and radiomics. A retrospective analysis was conducted on data from 444 BCS patients from three Chinese hospitals bet…
View article: Predictive value of enhanced CT and pathological indicators in lymph node metastasis in patients with gastric cancer based on GEE model
Predictive value of enhanced CT and pathological indicators in lymph node metastasis in patients with gastric cancer based on GEE model Open
The predictive model constructed based on lymph node enhancement pattern, Ki67 level, and lymph node long-axis diameter exhibited good performance in predicting LNM in gastric cancer and should aid the lymph node staging of gastric cancer …
View article: Survival Prediction Algorithm for Gastric Cancer Patients Based on Multi-Modal Multi-Instance Learning
Survival Prediction Algorithm for Gastric Cancer Patients Based on Multi-Modal Multi-Instance Learning Open
View article: Correction: Artificial intelligence for quantifying immune infiltrates interacting with stroma in colorectal cancer
Correction: Artificial intelligence for quantifying immune infiltrates interacting with stroma in colorectal cancer Open
View article: Longitudinal investigation of albumin-to-globulin ratio for human cancers demonstrates benefit in postoperative serial remeasurement
Longitudinal investigation of albumin-to-globulin ratio for human cancers demonstrates benefit in postoperative serial remeasurement Open