Shuaitong Zhang
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View article: Modified body mass index as a novel prognostic indicator of in-hospital mortality after off-pump coronary artery bypass grafting: A nationwide multicenter cohort study
Modified body mass index as a novel prognostic indicator of in-hospital mortality after off-pump coronary artery bypass grafting: A nationwide multicenter cohort study Open
Lower mBMI is associated with an increased risk of in-hospital mortality and multiple adverse outcomes in patients undergoing OPCABG, particularly among females and those with renal impairment or systemic comorbidities.Trial registratio…
View article: Application of artificial intelligence in assisting treatment of gynecologic tumors: a systematic review
Application of artificial intelligence in assisting treatment of gynecologic tumors: a systematic review Open
View article: GLOMIA-Pro: A Generalizable Longitudinal Medical Image Analysis Framework for Disease Progression Prediction
GLOMIA-Pro: A Generalizable Longitudinal Medical Image Analysis Framework for Disease Progression Prediction Open
Longitudinal medical images are essential for monitoring disease progression by capturing spatiotemporal changes associated with dynamic biological processes. While current methods have made progress in modeling spatiotemporal patterns, th…
View article: Triglyceride-Glucose Index: a novel prognostic predictor for postoperative cerebral infarction in off-pump coronary artery bypass grafting – insights from a nationwide multicentre study
Triglyceride-Glucose Index: a novel prognostic predictor for postoperative cerebral infarction in off-pump coronary artery bypass grafting – insights from a nationwide multicentre study Open
Background Postoperative cerebral infarction following coronary artery bypass grafting (CABG) for multivessel coronary artery disease (CAD) is a major complication and is associated with insulin resistance (IR). This study used the Triglyc…
View article: Modified Body Mass Index as a Novel Prognostic Indicator of In-Hospital Mortality after Off-Pump Coronary Artery Bypass Grafting: A Nationwide Multicenter Cohort Study
Modified Body Mass Index as a Novel Prognostic Indicator of In-Hospital Mortality after Off-Pump Coronary Artery Bypass Grafting: A Nationwide Multicenter Cohort Study Open
View article: A radiomic model based on 7T intracranial vessel wall imaging for identification of culprit middle cerebral artery plaque associated with subcortical infarctions
A radiomic model based on 7T intracranial vessel wall imaging for identification of culprit middle cerebral artery plaque associated with subcortical infarctions Open
The radiomics approach based on 7.0T HR-VWI can accurately identify culprit plaques associated with subcortical infarctions, potentially better than conventional HR-VWI features.
View article: Biologically interpretable multi-task deep learning pipeline predicts molecular alterations, grade, and prognosis in glioma patients
Biologically interpretable multi-task deep learning pipeline predicts molecular alterations, grade, and prognosis in glioma patients Open
Deep learning models have been developed for various predictions in glioma; yet, they were constrained by manual segmentation, task-specific design, or a lack of biological interpretation. Herein, we aimed to develop an end-to-end multi-ta…
View article: Development and validation of an integrated system for lung cancer screening and post-screening pulmonary nodules management: a proof-of-concept study (ASCEND-LUNG)
Development and validation of an integrated system for lung cancer screening and post-screening pulmonary nodules management: a proof-of-concept study (ASCEND-LUNG) Open
This work was supported by Science, Science, Technology & Innovation Project of Xiongan New Area, Beijing Natural Science Foundation, CAMS Innovation Fund for Medical Sciences (CIFMS), Clinical Medicine Plus X-Young Scholars Project of Pek…
View article: LOMIA-T: A Transformer-based LOngitudinal Medical Image Analysis framework for predicting treatment response of esophageal cancer
LOMIA-T: A Transformer-based LOngitudinal Medical Image Analysis framework for predicting treatment response of esophageal cancer Open
Deep learning models based on medical images have made significant strides in predicting treatment outcomes. However, previous methods have primarily concentrated on single time-point images, neglecting the temporal dynamics and changes in…
View article: Biologically interpretable multi-task deep learning pipeline predicts molecular alterations, grade, and prognosis in glioma patients
Biologically interpretable multi-task deep learning pipeline predicts molecular alterations, grade, and prognosis in glioma patients Open
Deep learning models have been developed for various predictions in glioma; yet, they were constrained by manual segmentation, task-specific design, or a lack of biological interpretation. Herein, we aimed to develop an end-to-end multi-ta…
View article: From Signal to Knowledge: The Diagnostic Value of Raw Data in the Artificial Intelligence Prediction of Human Data for the First Time
From Signal to Knowledge: The Diagnostic Value of Raw Data in the Artificial Intelligence Prediction of Human Data for the First Time Open
Encouraging and astonishing developments have recently been achieved in image-based diagnostic technology. Modern medical care and imaging technology are becoming increasingly inseparable. However, the current diagnosis pattern of signal t…
View article: Artificial intelligence-based computer-aided diagnosis system supports diagnosis of lymph node metastasis in esophageal squamous cell carcinoma: A multicenter study
Artificial intelligence-based computer-aided diagnosis system supports diagnosis of lymph node metastasis in esophageal squamous cell carcinoma: A multicenter study Open
View article: The Applications of Artificial Intelligence in Digestive System Neoplasms: A Review
The Applications of Artificial Intelligence in Digestive System Neoplasms: A Review Open
Importance Digestive system neoplasms (DSNs) are the leading cause of cancer-related mortality with a 5-year survival rate of less than 20%. Subjective evaluation of medical images including endoscopic images, whole slide images, computed …
View article: PLEK2 and IFI6, representing mesenchymal and immune-suppressive microenvironment, predicts resistance to neoadjuvant immunotherapy in esophageal squamous cell carcinoma
PLEK2 and IFI6, representing mesenchymal and immune-suppressive microenvironment, predicts resistance to neoadjuvant immunotherapy in esophageal squamous cell carcinoma Open
View article: From signal to knowledge: The diagnostic value of rawdata in artificial intelligence prediction of human data for the first time
From signal to knowledge: The diagnostic value of rawdata in artificial intelligence prediction of human data for the first time Open
Recently, image-based diagnostic technology has made encouraging and astonishing development. Modern medical care and imaging technology are increasingly inseparable. However, the current diagnosis pattern of Signal-to-Image-to-Knowledge i…
View article: Quantitative MRI-based radiomics for noninvasively predicting molecular subtypes and survival in glioma patients
Quantitative MRI-based radiomics for noninvasively predicting molecular subtypes and survival in glioma patients Open
View article: MRI Radiomics-Based Molecular Subgrouping and Survival Prediction in Glioma Patients
MRI Radiomics-Based Molecular Subgrouping and Survival Prediction in Glioma Patients Open
View article: Selection Between Liver Resection Versus Transarterial Chemoembolization in Hepatocellular Carcinoma: A Multicenter Study
Selection Between Liver Resection Versus Transarterial Chemoembolization in Hepatocellular Carcinoma: A Multicenter Study Open
OBJECTIVES: Models should be developed to assist choice between liver resection (LR) and transarterial chemoembolization (TACE) for hepatocellular carcinoma. METHODS: After separating 520 cases from 5 hospitals into training (n = 302) and …
View article: Differentiation between Glioblastoma and Metastases from Lung and Other Sites by Combination Clinic/Routine MRI Radiomics
Differentiation between Glioblastoma and Metastases from Lung and Other Sites by Combination Clinic/Routine MRI Radiomics Open
View article: Preoperative prediction of cavernous sinus invasion by pituitary adenomas using a radiomics method based on magnetic resonance images
Preoperative prediction of cavernous sinus invasion by pituitary adenomas using a radiomics method based on magnetic resonance images Open
View article: A multi-sequence and habitat-based MRI radiomics signature for preoperative prediction of MGMT promoter methylation in astrocytomas with prognostic implication
A multi-sequence and habitat-based MRI radiomics signature for preoperative prediction of MGMT promoter methylation in astrocytomas with prognostic implication Open