Jun Liu

ORCID: 0009-0009-6410-3301
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About
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Research Areas
  • Radiomics and Machine Learning in Medical Imaging
  • Financial Markets and Investment Strategies
  • Advanced MRI Techniques and Applications
  • Corporate Finance and Governance
  • COVID-19 diagnosis using AI
  • MRI in cancer diagnosis
  • Hepatocellular Carcinoma Treatment and Prognosis
  • Lung Cancer Diagnosis and Treatment
  • Advanced X-ray and CT Imaging
  • HIV, Drug Use, Sexual Risk
  • Bone and Joint Diseases
  • HIV/AIDS Research and Interventions
  • Liver Disease Diagnosis and Treatment
  • Atomic and Subatomic Physics Research
  • HIV-related health complications and treatments
  • COVID-19 Clinical Research Studies
  • Market Dynamics and Volatility
  • Medical Imaging Techniques and Applications
  • Stock Market Forecasting Methods
  • Radiation Dose and Imaging
  • Mycobacterium research and diagnosis
  • Ocular Oncology and Treatments
  • Retinopathy of Prematurity Studies
  • Neuroendocrine Tumor Research Advances
  • Optical Coherence Tomography Applications

Shanghai Dianji University
2025

Second Xiangya Hospital of Central South University
2008-2024

Central South University
2012-2024

Peking University
2024

Peking University International Hospital
2024

Third Xiangya Hospital
2017-2023

Second Affiliated Hospital of Zhejiang University
2023

Tilburg University
2020-2022

TIAS School for Business and Society
2020-2022

Central University of Finance and Economics
2022

The surge in the utilization of point cloud data across diverse fields brings an imperative demand for advanced denoising techniques capable handling substantial noise levels. In this paper, we present ArisNet, adept autoencoder-based network specifically architected to excel where conventional methods falter — particularly clouds corrupted by large scales. ArisNet distinguishes itself maintaining high-performance minor and significant levels, a feat not commonly achieved existing...

10.1142/s0129156425402256 article EN International Journal of High Speed Electronics and Systems 2025-01-14

Background: Ultrasound is rarely used for lung biopsy because the ultrasound window too narrow to capture puncture points and perform whole imaging of lesions. The present study examined usefulness computed tomography (CT) combined with real-time ultrasound-guided percutaneous needle peripleural lesions in clinical practice. Methods: In total, 59 patients who had undergone CT 70 conventional CT-guided at Radiology Department Wuxi NO.2 People's Hospital between January 2017 June 2023 were...

10.1097/rct.0000000000001739 article EN Journal of Computer Assisted Tomography 2025-03-12

Abstract Background Early recurrence of oesophageal squamous cell carcinoma (SCC) is defined as after surgery within 1 year, and appears local recurrence, distant lymph node positive disseminated recurrence. Contrast-enhanced computed tomography (CECT) recommended for diagnosis primary tumor initial staging SCC, but it cannot be used to predict early It reported that radiomics can help preoperative stages metastasis before operation, 3-year overall survival SCC patients following...

10.1186/s40644-021-00407-5 article EN cc-by Cancer Imaging 2021-05-26

10.1016/j.iref.2022.11.016 article EN International Review of Economics & Finance 2022-11-21

Brain structure segmentation is of great value in diagnosing brain disorders, allowing radiologists to quickly acquire regions interest and assist subsequent analyses, diagnoses treatment. Current methods are usually applied magnetic resonance (MR) images, which provide higher soft tissue contrast better spatial resolution. However, fewer conducted on a positron emission tomography/magnetic imaging (PET/MRI) system that combines functional structural information improve analysis accuracy.In...

10.21037/qims-22-1114 article EN Quantitative Imaging in Medicine and Surgery 2023-06-25

To investigate the clinical features, treatment and effect of VP4 type portal vein cancer thrombus in patients with hepatocellular carcinoma intrahepatic metastasis.The features 1 case liver metastasis complicated embolus were reviewed.He received comprehensive mainly by surgery.The operative mode, postoperative adjuvant follow-up results analyzed.This patient recovered well after operation is currently cancer-free has DFS for more than 31 months.In conclusion, prognosis Vp4 PVTT...

10.5582/npjm.2024.01013 article EN Deleted Journal 2024-04-01

<title>Abstract</title> The computational challenges inherent to using digital pathology for prognosis derive from the fact that a typical gigapixel slide may consist of thousands image tiles and previous models lack capability on modeling crucial slide-level contextual information, thereby resulting in suboptimal performance. Considering aforementioned challenges, we propose Hypergraph-based Multi-instance Contrastive Reinforcement learning model (HeMiCoRe). HeMiCoRe employs novel...

10.21203/rs.3.rs-4918308/v1 preprint EN cc-by Research Square (Research Square) 2024-10-17

Cardiac hemangiomas represent 1 to 2% of all detected benign heart tumors. Tumors in the coronary sinus have been reported; however, our knowledge, there no reports masses a persistent left superior vena cava. We report here first case 58-year-old man with rare huge unicamerate cardiac A communication vein between and could be identified, thrombus formation was found as well.

10.1055/s-0032-1330995 article EN other-oa The Thoracic and Cardiovascular Surgeon 2012-11-23

Gadoxetic acid (Gd-EOB-DTPA) is a hepatocyte-specific magnetic resonance (MR) contrast agent, which has been increasingly used in recent years. However, it reported that Gd-EOB-DTPA related transient severe motion (TSM) sometimes observed during the hepatic arterial phase of MR imaging, may influence image quality. Since enhancement for diagnosis hepatocellular carcinoma, crucial to obtain decent imaging. The present study analyzed patients receiving Gd-EOB-DTPA, comparing single acquisition...

10.3892/etm.2018.5760 article EN Experimental and Therapeutic Medicine 2018-01-17

Premacular hemorrhage is among the causes of sudden deterioration visual acuity. This study aimed to investigate therapeutic outcomes a new Q-switched Nd:YAG laser on premacular hemorrhage.Retrospective, case series 16 eyes from patients diagnosed with hemorrhage, including 3 cases Valsalva retinopathy, 8 retinal macroaneurysm, diabetic 1 trauma-related and leukemia. A 1064nm was performed puncture posterior hyaloid inner limiting membrane drain hemorrhage.The success rate drainage 100% in...

10.1186/s12886-023-02876-7 article EN cc-by BMC Ophthalmology 2023-04-07

Optical coherence tomography (OCT) is one of the most prevalent techniques for ophthalmic diagnosis. Retinal layer segmentation very crucial doctors to diagnose and study retinal diseases. However, manual often a time-consuming subjective process. A number methods have been proposed on OCT images, but these are not suit pathological images. In this work, we propose new method layers (two layers, inner limiting membrane, outer segments-retinal pigment epithelium) in images using shortest path...

10.1109/icip.2018.8451179 article EN 2018-09-07

OBJECTIVES To determine imaging features of coronavirus disease 2019 (COVID-19) in different stages, and to provide foundations for early diagnosis treatment. METHODS CT image data 187 COVID-19 patients were analyzed the period hospitalization. scanning was performed on admission repeated every 3 days. The improvement time clinical symptoms changes follow-up statistically analyzed. RESULTS All patients' nucleic acid test positive severe acute respiratory syndrome 2 (SARS-CoV-2). images lung...

10.11817/j.issn.1672-7347.2020.200144 article EN Zhongnan Daxue xuebao. Yixue ban 2020-03-28

Here, we report 12 cases of anorectal malignant melanoma (ARMM), which has a very rare incidence. Patients were examined by either computed tomography or MRI combined with before they underwent remission operation. Because the paramagnetic contribution from melanin, short T(1) and T(2) signals in specific to melanoma. is reliable early diagnosis ARMM, confirmed pathological reports. Therefore, advocate application radiological screen using for those patients mole region abnormal colonoscopy findings.

10.1097/cmr.0000000000000198 article EN Melanoma Research 2015-10-31

Objective This prospective study investigated the feasibility of an optimized cardiovascular magnetic resonance (CMR) examination protocol using motion-corrected (MOCO), balanced steady-state free precession (bSSFP), phase-sensitive inversion recovery (PSIR) sequence combined with a gadolinium contrast agent high relaxation rate in patients who cannot hold their breath. Methods Fifty-one heart disease underwent CMR examinations twice and these were performed different late enhancement (LGE)...

10.1177/0300060520964664 article EN cc-by-nc Journal of International Medical Research 2020-10-01

Background Formerly, the community pharmacists' work was mainly focused on drug supply. However, during COVID-19 epidemic outbreak, pharmacists in Wuhan played an important role control and prevention of SARS-CoV-2 providing pharmaceutical care. Due to a lack adequate knowledge skills, many were not able cope with healthcare timely efficiently. To improve specialized enhance their professional competence through systemic training post-COVID-19 era. Methods Based O-AMAS (Objective,...

10.3389/fpubh.2022.906504 article EN cc-by Frontiers in Public Health 2022-09-23

We recruited 1591 patients who presented to our fever clinics from 23 January 2020 16 February 2020. The different imaging findings between COVID-19 pneumonia and influenza A viruses, B virus were also investigated. Most infected by viruses in the flu-season. laboratory kit is urgently needed test simultaneously. Computed tomography can help early screen suspected with differentiate virus-related pneumonia.

10.1017/s0950268820001971 article EN cc-by-nc-nd Epidemiology and Infection 2020-01-01

Parathyroid hormone (PTH) can induce the downregulation of CYP3A in chronic kidney disease (CKD). Nevertheless, effect PTH on CYP3A-mediated clearance pathways from a clinical perspective remains unclear.

10.2147/dddt.s362607 article EN cc-by-nc Drug Design Development and Therapy 2022-07-01
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