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Decoupled deep hough voting for point cloud registration

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Frontiers of Computer Science 2024年第2期18卷 147-155页

作者： Mingzhi YUAN Kexue FU Zhihao LI Manning WANG digital medical Research Center School of Basic Medical SciencesFudan UniversityShanghai 200032China Shanghai Key laboratory of medical Image Computing and Computer Assisted Intervention Shanghai 200032China

Estimating rigid transformation using noisy correspondences is critical to feature-based point cloud ***,a series of studies have attempted to combine traditional robust model fitting with deep *** them,DHVR proposed a hough voting-based method,achieving new state-of-the-art ***,we find voting on rotation and translation simultaneously hinders achieving better ***,we proposed a new hough voting-based method,which decouples rotation and translation ***,we first utilize hough voting and a neural network to estimate *** based on good initialization on rotation,we can easily obtain accurate rigid *** experiments on 3DMatch and 3DLoMatch datasets show that our method achieves comparable performances over the state-of-the-art *** further demonstrate the generalization of our method by experimenting on KITTI dataset.

关键词： point cloud registration robust model fitting deep learning hough voting

MMAE-loaded PLGA nanomedicine with improved biosafety to achieve efficient antitumor treatment

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Journal of Innovative Optical Health Sciences 2024年第2期17卷 79-93页

作者： Changqiang Xie Yan Wang Zhenzhen Cai Jianghai Du Zhengyu Chen Junjie Wang Xingzhou Peng State Key laboratory of digital medical Engineering School of Biomedical Engineering Hainan University Haikou 570228P.R.China Key laboratory of Biomedical Engineering of Hainan Province One Health Institute Hainan University Haikou 570228P.R.China Key laboratory of Hainan Trauma and Disaster Rescue The First Affiliated Hospital of Hainan medical University Hainan medical University Haikou 571199P.R.China Engineering Research Center for Hainan Bio.Smart Materials and Bio-medical Devices Key Laboratory of Emergency and Trauma Ministry of EducationKey Laboratory of Hainan Functional Materials and Molecular ImagingCollege of Emergency and Trauma Hainan Medical UniversityHaikou 571199P.R.China

Monomethyl auristatin E(MMAE)is a derivative of the marine peptide Dolastatin 10,which has therapeutic effects against various cancers according to its antimitotic activity in multiple clinical *** antibody drug conjugate(ADC)of MMAE is currently used in clinical ***,the safety issues of MMAE-based ADC,such as high drug toxicity and poor bioavailability,still exist when using it for anticancer therapy.A sustained release of drug delivery approach should be used to reduce toxicity and achieve sufficient anticancer ***,PLGA-b-PEG 2000 with excellent biocompatibility and slow degradation ability was adopted to construct MMAE-loaded nanoparticles for safe and effective *** sustained release effect and the immunogenic cell death(ICD)effect of PLGA-MMAE nanoparticles were assessed by in vitro *** PLGA-MMAE nanoparticles effectively accumulated in the tumor through the enhanced permeability and retention(EPR)effect,inducing cell apoptosis and causing a certain degree of immune *** sustained drug release of PLGA-MMAE improved the bioavailability and effectively reduced the toxicity and development of the tumor compared to the effect of free MMAE or ***,this study provides a safe and effective chemotherapeutic approach,as well as a simple and effective synthetic process for MMAE-based nanoparticles,improving their therapeutic efficacy and safety.

关键词： Monomethyl auristatin E poly(lactic-co-glycolic acid)nanoparticles sustained release chemotherapy immunogenic cell death

Blood-brain barrier pathology in cerebral small vessel disease

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Neural Regeneration Research 2024年第6期19卷 1233-1240页

作者： Ruxue Jia Gemma Solé-Guardia Amanda J.Kiliaan Department of medical imaging Anatomy Radboud University Medical Center Donders Institute for Brain Cognition & Behavior Center for Medical Neuroscience Preclinical Imaging Center PRIME Radboud Alzheimer Center

Cerebral small vessel disease is a neurological disease that affects the brain microvasculature and which is commonly observed among the elderly. Although at first it was considered innocuous, small vessel disease is nowadays regarded as one of the major vascular causes of dementia. Radiological signs of small vessel disease include small subcortical infarcts, white matter magnetic resonance imaging hyperintensities, lacunes, enlarged perivascular spaces, cerebral microbleeds, and brain atrophy; however, great heterogeneity in clinical symptoms is observed in small vessel disease patients. The pathophysiology of these lesions has been linked to multiple processes, such as hypoperfusion, defective cerebrovascular reactivity, and blood-brain barrier dysfunction. Notably, studies on small vessel disease suggest that blood-brain barrier dysfunction is among the earliest mechanisms in small vessel disease and might contribute to the development of the hallmarks of small vessel disease. Therefore, the purpose of this review is to provide a new foundation in the study of small vessel disease pathology. First, we discuss the main structural domains and functions of the blood-brain barrier. Secondly, we review the most recent evidence on blood-brain barrier dysfunction linked to small vessel disease. Finally, we conclude with a discussion on future perspectives and propose potential treatment targets and interventions.

关键词： blood-brain barrier dysfunction cerebral blood flow cerebral hypoperfusion endothelial dysfunction hypertension inflammation magnetic resonance imaging neurovascular unit oxidative stress small vessel disease tight junctions transcytosis

Engineered exosome hybrid copper nanoscale antibiotics facilitate simultaneous self-assembly imaging and elimination of intracellular multidrug-resistant superbugs

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Chinese Chemical Letters 2024年第7期35卷 319-324页

作者： Zengchao Guo Weiwei Liu Tengfei Liu Jinpeng Wang Hui Jiang Xiaohui Liu Yossi Weizmann Xuemei Wang State Key laboratory of digital medical Engineering School of Biological Science and Medical EngineeringSoutheast UniversityNanjing 210096China Department of Chemistry Ben-Gurion University of the NegevBeer-Sheva 8410501Israel

With the increasing emergence of bacterial infections,especially multidrug-resistant(MDR)bacteria,poses an urgent *** study demonstrated a novel multifunctional nanotheranostics platform developed by the strategic integration of both in-situ bio-assembly imaging and target bacteria *** the introduction of copper ions into bacteria,the Cu^(2+)could spontaneously bio-selfassembled into a multifunctional copper nanoclusters(NCs)which efficiently enhanced epigallocatechin gallate(EGCG)uptake into *** visualizing the bacteria,the developed theranostic nanoplatform exhibited highly efficient disinfection activities with negligible side effects as reflected by higher cell viability and insignificant hemolytic ***,the exosomal formulation of EGCG integrated with Cu^(2+)showed an increased intracellular antibacterial activity,which could eliminate most of the methicillin-resistant Staphylococcus aureus(MRSA)phagocytosed by macrophages,guide macrophages toward M2-like phenotype polarization and alleviate inflammation,without exhibiting obvious cytotoxicity on host *** regimen could be viewed as an effective strategy for the sterilization of intractable bacterial infections.

关键词： In situ self-assembled Exosome Antibacterial agents Bioimaging Intracellular infection

Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement

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International Journal of Oral Science 2024年第2期16卷 238-250页

作者： Liyuan Chen Huajie Yu Zixin Li Yu Wang Shanshan Jin Min Yu Lisha Zhu Chengye Ding Xiaolan Wu Tianhao Wu Chunlei Xun Yanheng Zhou Danqing He Yan Liu Department of Orthodontics Central LaboratoryPeking University School and Hospital for Stomatology&National Center for Stomatology&National Clinical Research Center for Oral Diseases&National Engineering Research Center of Oral Biomaterials and Digital Medical Devices&Beijing Key Laboratory of Digital Stomatology&Research Center of Engineering and Technology for Computerized Dentistry Ministry of Health&NMPA Key Laboratory for Dental Materials&National Engineering Research Center of Oral Biomaterials and Digital Medical DevicesBeijingChina Peking University Hospital of Stomatology Fourth Division BeijingChina

Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory *** tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor ***,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains *** this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling *** or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling *** Caspase-1^(−/−)mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on ***,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced ***,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor ***,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.

关键词： homeostasis movement thereby

Triphenylamine-AIEgens photoactive materials for cancer theranostics

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Chinese Chemical Letters 2024年第6期35卷 86-94页

作者： Junjie Wang Yan Wang Zhengdong Li Changqiang Xie Musammir Khan Xingzhou Peng Fabiao Yu State Key laboratory of digital medical Engineering School of Biomedical EngineeringHainan UniversityHaikou 570228China Key laboratory of Biomedical Engineering of Hainan Province One Health InstituteHainan UniversityHaikou 570228China Key laboratory of Hainan Trauma and Disaster Rescue The First Affiliated Hospital of Hainan Medical UniversityHainan Medical UniversityHaikou 571199China Engineering Research Center for Hainan Bio-Smart Materials and Bio-medical Devices Key Laboratory of Emergency and TraumaMinistry of EducationKey Laboratory of Hainan Functional Materials and Molecular ImagingCollege of Emergency and TraumaHainan Medical UniversityHaikou 571199China Precision medical Center Guangyuan City Centre hospitalGuangyuan 628099China School of Natural Sciences(SNS) National University of Science and Technology(NUST)H-12Islamabad 44000Pakistan

Triphenylamine(TPA)-based aggregation-induced emission luminogens(TPA-AIEgens),a type of photoactive material utilizing the typical TPA moiety,has recently attracted increasing attention for the diagnostics and treatment of tumors due to their remarkable chemo-physical performance in optoelectronic ***-AIEgens are distinguished from other photoactive agents by their strong fluorescence,good sensitivity,high signal-to-noise ratio,resistance to photobleaching,and lack of high concentration or aggregation-caused fluoresce quenching *** this review,we summarize the current advancements and the biomedical progress of TPA-AIEgens in tumor ***,the design principles of TPAAIEgens photoactive agents as well as the advanced targeting strategies for nuclei,cell membranes,cell organelle and tumors were introduced,***,the applications of TPA-AIEgens in tumor diagnosis and therapeutic techniques were ***,the challenges and prospects of TPA-AIEgens for cancer therapy were *** given landscape of the TPA-AIEgens hereby is meaningful for the further design and utilization of the novel photoactive material,which could be beneficial for the development of clinic applications.

关键词： Triphenylamine AIEgens Targeting Theranostics Phototherapy Immunotherapy

Deep learning models for automatic classification ofechocardiographic views

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中国医学影像技术 2024年第8期40卷 1124-1129页

作者： CHEN Wenwen ZHU Ye ZHANG Yiwei WU Chun LI Yuman ZHANG Ziming SUN Zhenxing XIE Mingxing ZHANG Li Department of Ultrasound Union HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan 430022China Clinical Research Center for medical imaging in Hubei Province Wuhan 430022China Hubei Province Key laboratory of Molecular imaging Wuhan 430022China

Objective To observe the value of deep learning (DL) models for automatic classification of echocardiographic views. Methods Totally 100 patients after heart transplantation were retrospectively enrolled and divided into training set, validation set and test set at a ratio of 7 ∶ 2 ∶ 1. ResNet18, ResNet34, Swin Transformer and Swin Transformer V2 models were established based on 2D apical two chamber view, 2D apical three chamber view, 2D apical four chamber view, 2D subcostal view, parasternal long-axis view of left ventricle, short-axis view of great arteries, short-axis view of apex of left ventricle, short-axis view of papillary muscle of left ventricle, short-axis view of mitral valve of left ventricle, also 3D and CDFI views of echocardiography. The accuracy, precision, recall, F1 score and confusion matrix were used to evaluate the performance of each model for automatically classifying echocardiographic views. The interactive interface was designed based on Qt Designer software and deployed on the desktop. Results The performance of models for automatically classifying echocardiographic views in test set were all good, with relatively poor performance for 2D short-axis view of left ventricle and superior performance for 3D and CDFI views. Swin Transformer V2 was the optimal model for automatically classifying echocardiographic views, with high accuracy, precision, recall and F1 score was 92.56%, 89.01%, 89.97% and 89.31%, respectively, which also had the highest diagonal value in confusion matrix and showed the best classification effect on various views in t-SNE figure. Conclusion DL model had good performance for automatically classifying echocardiographic views, especially Swin Transformer V2 model had the best performance. Using interactive classification interface could improve the interpretability of prediction results to some extent.

关键词： heart transplantation echocardiography deep learning

SOX17-mediated immune evasion in early colorectal cancer:From pre-malignant adaptation to tumor progression

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Acta Pharmaceutica Sinica B 2024年第8期14卷 3780-3782页

作者： Yanfeng Gao Yanping Wang Jinsong Zhao Yujun Song School of medical imaging Wannan Medical CollegeWuhu 241002China College of Engineering and Applied Sciences State Key Laboratory of Analytical Chemistry for Life ScienceNanjing UniversityNanjing 210023China

One of the hallmarks of cancer is its inherently immunosuppressive microenvironment,which strategically manipulates surrounding immune cells,signaling molecules,and structural components to shield cancer cells from immune attacks and foster tumor *** tumor microenvironment is characterized by the presence of immunosuppressive entities such as tumor-associated macrophages,T cells,tumor-associated neutrophils,and myeloid-derived suppressor cells(MDSCs),as well as metabolic alterations like hypoxia2 and elevated lactate levels3.

关键词： Immune escape Tumor microenvironment Immunotherapy Immunosuppressive tumor microenvironment Transcription factor CD8^(+)T cell infiltration AKP organoids CRISPReCas9 genome editing

Preliminary clinical application of total free-breathing cardiac MR examination

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中国医学影像技术 2024年第8期40卷 1183-1188页

作者： YANG Kai YIN Gang AN Jing YANG Xinling LAN Tian ZHAO Shihua LU Minjie Department of Magnetic Resonance imaging Fuwai HospitalNational Center for Cardiovascular DiseasesPeking Union Medical College and Chinese Academy of Medical SciencesBeijing 100037China Siemens Shenzhen Magnetic Resonance Ltd. Shenzhen 518057China Key laboratory of Cardiovascular imaging Chinese Academy of Medical SciencesBeijing 100730China

Objective To observe the clinical application value of total free-breathing cardiac MR(CMR)examination *** Two patients who underwent CMR scanning under free-breathing state,including cine,motion correction T1 and T2 mapping,blood flow imaging,and late gadolinium enhancement scanning were retrospectively enrolled,and the qualities of the above images were evaluated and compared with that of conventional CMR images under breath-holding *** No significant difference of imaging quality was found between total free-breathing and conventional breath-holding *** differences of left ventricular ejection fraction,cardiac output,left ventricular end-diastolic volume index and left ventricular mass measured based on CMR images under different breath conditions were *** Total free-breathing CMR was feasible in clinical practice,which could provide"one-stop"evaluation of cardiac structure,function and myocardial histological characteristics,hence having promising clinical prospects.

关键词： heart magnetic resonance imaging respiratory motion motion correction