Xiaodong Ji

ORCID: 0000-0001-5941-5989
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About
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Research Areas
  • Radiomics and Machine Learning in Medical Imaging
  • MRI in cancer diagnosis
  • Multiple Myeloma Research and Treatments
  • Head and Neck Cancer Studies
  • Advanced X-ray and CT Imaging
  • COVID-19 Clinical Research Studies
  • Alcohol Consumption and Health Effects
  • Hematological disorders and diagnostics
  • Endometrial and Cervical Cancer Treatments
  • Spondyloarthritis Studies and Treatments
  • Bone and Joint Diseases
  • SARS-CoV-2 and COVID-19 Research
  • Bacterial Infections and Vaccines
  • Renal Transplantation Outcomes and Treatments
  • Testicular diseases and treatments
  • Bladed Disk Vibration Dynamics
  • Renal and Vascular Pathologies
  • Topic Modeling
  • Vibration and Dynamic Analysis
  • Ocular Surface and Contact Lens
  • Medical Imaging and Analysis
  • Renal function and acid-base balance
  • Myeloproliferative Neoplasms: Diagnosis and Treatment
  • Gout, Hyperuricemia, Uric Acid
  • Cancer Treatment and Pharmacology

Soochow University
2020-2025

First Affiliated Hospital of Soochow University
2020-2025

Tianjin First Center Hospital
2016-2024

Tianjin Medical University
2016-2024

Nankai University
2020-2024

First Affiliated Hospital of Guangzhou University of Chinese Medicine
2019

University of Memphis
2005

This cross-sectional study aimed to investigate the correlation between serum uric acid (SUA) levels and incidence of sex-specific high blood pressure in East China. A total 27,075 patients (14,399 males 12,676 females) were enrolled this study. The participants grouped based on their SUA levels. Thereafter, quartile (Q1-Q4) nodes male female calculated differences mean values odds ratio (OR) 95% confidence interval (CI) evaluate incidence. expression higher than females. High positively...

10.1186/s12889-025-22064-0 article EN cc-by-nc-nd BMC Public Health 2025-03-10

Dual-energy computed tomography (DECT) has been widely applied to detect lymph node (LN) and metastasis (LNM) in various cancers, including papillary thyroid carcinoma (PTC). This study aimed quantitatively evaluate metastatic cervical nodes (LNs) <0.5 cm patients with PTC using DECT, which not done previous studies.Preoperative DECT data of pathologically confirmed were retrospectively collected analyzed between May 2016 June 2018. A total 359 LNs from 52 included. Diameter, iodine...

10.21037/qims-20-846 article EN Quantitative Imaging in Medicine and Surgery 2021-01-27

To compare the characteristics of DCE-MRI between metastatic and benign lymph nodes (LNs). explore effect sizes LNs on value Ktrans, Ve iAUC.Metastatic were retrospectively analyzed. Chi-square test two sample t-test applied to TICs parameters. One factor covariance analysis was used diameters iAUC.The iAUC statistically higher (all p < 0.001) than those LNs. The short-axis had no influence parameters.DCE-MRI is useful differentiate from Sizes has

10.3233/ch-162065 article EN Clinical Hemorheology and Microcirculation 2016-11-25

To study the incidence of metabolic syndrome (MetS) and kidney stones in a healthy screening population to explore correlation between them.The physical examination data 11,827 people screened at First Affiliated Hospital Soochow University from August 2019 July 2020 were analyzed. MetS diagnostic criteria based on 2004 guidelines Chinese Diabetes Society (CDS). Multivariate logistic regression was used analyze various characteristics stones. Trend analysis represented by P value, P<0.05...

10.21037/tau-21-689 article EN Translational Andrology and Urology 2021-09-01

BACKGROUND. The recently released Myeloma Response Assessment and Diagnosis System (MY-RADS) for multiple myeloma (MM) evaluation using whole-body MRI (WB-MRI) describes the total burden score. However, assessment is confounded by red bone marrow hyperplasia in anemia. OBJECTIVE. purpose of this study to assess utility MY-RADS score, ADC, fat fraction (FF) from WB-MRI predicting early treatment response patients with newly diagnosed MM compare these measures between without METHODS. This...

10.2214/ajr.21.26534 article EN American Journal of Roentgenology 2021-09-15

Introduction To analyze the influencing factors for progression from newly diagnosed prediabetes (PreDM) to diabetes within 3 years and establish a prediction model assess 3-year risk of developing in patients with PreDM. Methods Subjects who were new-onset PreDM at Physical Examination Center First Affiliated Hospital Soochow University October 1, 2015 May 31, 2023 completed follow-up selected as study population. Data on gender, age, body mass index (BMI), waist circumference, etc....

10.3389/fendo.2024.1410502 article EN cc-by Frontiers in Endocrinology 2024-06-13

Multiple myeloma (MM) is a blood cancer caused by the unlimited proliferation of intramedullary plasma cells. The presence focal lesions (FLs) presumed to be more relevant factor for patient outcomes and risk distribution than diffuse bone marrow signal abnormalities. Signal changes in these FLs also have good correlation with prognosis. As cell density increased, lower apparent diffusion coefficient (ADC) value was found diffusion-weighted imaging (DWI) sequence. Therefore, whole-body...

10.21037/qims-20-289 article EN Quantitative Imaging in Medicine and Surgery 2020-12-07

The purpose of this study was to investigate the relationship between high intraocular pressure (IOP) and uric acid.In a retrospective cross-sectional study, 19,147 participants were included in 2018. Serum acid (SUA) cut four groups as Q1 Q4, according quartiles. odds ratio (OR) 95% confidence interval (CI) different SUA levels estimated by binomial logistic regression model men women. A restrictive cubic spline method used estimate dose-response IOP. Subgroup analysis performed find...

10.1167/iovs.61.11.10 article EN cc-by-nc-nd Investigative Ophthalmology & Visual Science 2020-09-08

ABSTRACT COVID-19 caused by Omicron BA.1 has resulted in a global humanitarian crisis. In this pandemic era, hypertension been receiving increased attention. infection combined with created serious public health problem and complicated the treatment prognosis of COVID-19. The aim our study was to assess implications for clinical manifestations adult patients (APs) infected BA.1. This single-center retrospective cohort enrolled consecutive APs, who were admitted Tianjin First Central Hospital...

10.1128/spectrum.04168-23 article EN cc-by Microbiology Spectrum 2024-04-26

This study aimed to explore the importance of an MRI-based radiomics nomogram in predicting progression-free survival (PFS) endometrial cancer.

10.1080/14796694.2024.2398984 article EN Future Oncology 2024-09-17

Motivation: There is no appropriate index to assess the prognosis of patients with endometrial cancer after surgery. Goal(s): Our goal was explore value an MRI-based radiomics nomogram in predicting progression-free survival (PFS) cancer. Approach: A established using multivariable Cox regression by incorporating significant clinical-pathological predictors and signatures developed another least absolute shrinkage selection operator regression. Results: The proved itself valuable PFS....

10.58530/2024/3597 article EN Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition 2024-11-26

Background: Although the spatial heterogeneity of glioblastoma (GBM) can be clearly mapped by habitats generated magnetic resonance imaging (MRI), means to accurately predicting location local recurrence (SLLR) remains a significant challenge. The aim this study was identify different degrees enhancement GBM, including nontumor component and tumor component, determine their relationship with SLLR. Methods: A retrospective analysis performed from three tertiary medical centers, totaling 728...

10.21037/qims-24-1319 article EN Quantitative Imaging in Medicine and Surgery 2024-12-31

As the field of Large Language Models (LLMs) continues to evolve, context length in inference is steadily growing. Key-Value Cache (KVCache), a crucial component LLM inference, has now become primary memory bottleneck due limited GPU memory. Current methods selectively determine suitable keys and values for self-attention computation LLMs address issue. However, they either fall short maintaining model quality or result high serving latency. Drawing inspiration from advanced embedding...

10.48550/arxiv.2407.12820 preprint EN arXiv (Cornell University) 2024-07-01

Aim: This study aimed to predict progression-free survival (PFS) in patients with early glottic cancer using radiomic features on dual-energy computed tomography iodine maps. Methods: Radiomic were extracted from arterial and venous phase maps, risk scores determined by univariate Cox proportional hazards regression analysis least absolute shrinkage selection operator tenfold cross-validation. The Kaplan-Meier method was used evaluate the association between PFS. Results: Patients stratified...

10.2217/fon-2021-1125 article EN Future Oncology 2022-03-16

A single-link, flexible manipulator system was set up in the laboratory. The recursive least square (RLS) parameter estimation method time domain and empirical transfer function estimate (ETFE) frequency were used to identify autoregressive moving average (ARMA) model of system. An online RLS identification algorithm combined with an optimization formed self-tuning routine. Only endpoint acceleration measurements motor shaft angle utilized control schemes. Simulation experimental results...

10.1109/acc.1994.752308 article EN 2005-08-24

Aim: To assess baseline histogram parameters from apparent diffusion coefficient (ADC) images in predicting early treatment response newly diagnosed multiple myeloma (NDMM) patients. Methods: The of lesions 68 NDMM patients were obtained with the Firevoxel software. presence deep after two cycles induction was recorded. Results: Some significantly different between groups, for example, ADC 75% lumbar spine (p = 0.026). No significant difference mean any anatomic site found (all p > 0.05)....

10.2217/fon-2023-0205 article EN Future Oncology 2023-06-01

This study investigated the feasibility of predicting early renal function impairment after transplantation based on an intravoxel incoherent motion imaging (IVIM)diffusion weighted (DWI)radiomics model. For noninvasive detection kidney at stage, IVIM-DWI applies a bi-exponential model to evaluate both capillary perfusion and tissue diffusion. The overall accuracy radiomics was 79.3%, with 73.3% sensitivity 85.7% specificity in distinguishing transplantation. These results demonstrate...

10.58530/2022/4665 article EN Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition 2023-08-03

Objective: To explore the relationship between findings of whole body diffusion weighted imaging (WBDWI) and clinical result in patients with multiple myeloma. Methods: A total 43 cases myeloma were retrospectively collected from May 2015 to 2017 Tianjin First Central Hospital.Twenty-nine male 14 female. The median age was 54 years old a range 36 73 old. divided into two groups without abnormal pending on imaging. data ADC value compared groups, as well comparison pre-and post-treatment....

10.3760/cma.j.issn.0376-2491.2019.09.006 article EN PubMed 2019-03-05

Objective To systematically search the related literature of dengue syndrome in recent years, so as to understand traditional Chinese medicine (TCM) distribution fever. Methods China biomedical database, CNKI, VIP and Wanfang database were searched. The epidemiological studies on TCM fever enrolled. first author this study, sample size, diagnostic criteria differentiation collected. SPSS 21.0 software was used carry out frequency statistics, describe common clinical syndromes fever,...

10.3760/cma.j.issn.1673-4246.2019.12.020 article EN Traditional Chinese Medicine 2019-12-30

Abstract Background The protective effect of the inactivated vaccine against omicron variant COVID-19 is unclear. purpose this study was to investigate different vaccination status on infection. Methods In retrospective study, we analyzed patients over 14 years old, and were diagnosed with immune breakthrough Omicron-variant infection between December 2021 February 2022 in Tianjin, China, as well data from several previous infected by other types SARS-CoV-2. subdivided into three groups:...

10.21203/rs.3.rs-1762500/v1 preprint EN cc-by Research Square (Research Square) 2022-06-23
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