2021年度中国影像医学领域高价值论文TOP100
以往我们对一篇论文的价值评估，是通过期刊影响因子或被引频次来判断，这种采用单一指标评判论文的学术价值因有失偏颇而广受诟病。北京同舟云网络信息技术有限公司创立了一种优选算法，综合考虑Metrics 期刊评分、论文被引频次、文献类型以及论文发表时间等多种因素，对每篇论文进行深度解析与计算，并赋予分值，以量化每篇论文的学术价值和影响力。
序号 | 年份 | 期刊 | 标题 | 主要完成人 | 论文评分 | 1 | 2021 | IEEE ACM T COMPUT BI | Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images | 沈君,中山大学,附属孙逸仙纪念医院,放射科; | 10786.4 | 2 | 2021 | CHEM SOC REV | Fluorescence imaging of pathophysiological microenvironments | 舒健,西南医科大学,附属医院,放射科; | 7559.36 | 3 | 2021 | INFORM FUSION | Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network | 张鑫,淮安市第四人民医院,影像科; | 7115.04 | 4 | 2021 | RADIOLOGY | Six-month Follow-up Chest CT Findings after Severe COVID-19 Pneumonia | 史河水,华中科技大学,武汉协和医院,放射科; | 6772.96 | 5 | 2021 | ADV MATER | Activatable NIR-II Plasmonic Nanotheranostics for Efficient Photoacoustic Imaging and Photothermal Cancer Therapy | 张冬,陆军军医大学,新桥医院,放射科; | 5919.68 | 6 | 2021 | ADV MATER | Supramolecular Nanofibrils Formed by Coassembly of Clinically Approved Drugs for Tumor Photothermal Immunotherapy | 薛华丹,中国医学科学院,北京协和医院,放射科; | 5215.68 | 7 | 2021 | IEEE REV BIOMED ENG | The Role of Imaging in the Detection and Management of COVID-19: A Review | 李宏军,首都医科大学,北京佑安医院,放射科; | 5184.16 | 8 | 2021 | INFORM FUSION | COVID-19 classification by CCSHNet with deep fusion using transfer learning and discriminant correlation analysis | 张鑫,淮安市第四人民医院,影像科; | 5067.04 | 9 | 2021 | ADV MATER | Smart Self-Assembly Amphiphilic Cyclopeptide-Dye for Near-Infrared Window-II Imaging | 田捷,中国科学院,自动化研究所,分子影像重点实验室; | 4895.68 | 10 | 2021 | ADV MATER | Programmed Size-Changeable Nanotheranostic Agents for Enhanced Imaging-Guided Chemo/Photodynamic Combination Therapy and Fast Elimination | 高飞,山东第一医科大学,附属省立医院,影像科; | 4703.68 | 11 | 2021 | PHYS MED BIOL | Severity assessment of COVID-19 using CT image features and laboratory indices | 刘军,中南大学,湘雅二医院,放射科; | 4649.12 | 12 | 2021 | ADV MATER | Targeted Dual Small Interfering Ribonucleic Acid Delivery via Non-Viral Polymeric Vectors for Pulmonary Fibrosis Therapy | 谢金兵,东南大学医学院,影像医学与核医学; | 4447.68 | 13 | 2021 | ADV MATER | Oxygen-Independent Photocleavage of Radical Nanogenerator for Near-IR-Gated and H2O-Mediated Free-Radical Nanotherapy | 张军,复旦大学,华山医院,放射科; | 4447.68 | 14 | 2021 | ADV MATER | Adaptive Cylindrical Wireless Metasurfaces in Clinical Magnetic Resonance Imaging | 郑卓肇,北京清华长庚医院,放射诊断科; | 4383.68 | 15 | 2021 | BRIEF BIOINFORM | GutBalance: a server for the human gut microbiome-based disease prediction and biomarker discovery with compositionality addressed | 高波,哈尔滨医科大学,附属第二医院,放射科; | 4091.2 | 16 | 2021 | NANO TODAY | Near-infrared photoactivated nanomedicines for photothermal synergistic cancer therapy | 王小林,复旦大学上海医学院,中山医院,介入治疗科; | 4037.12 | 17 | 2021 | BRIEF BIOINFORM | Bioinformatic analysis of SMN1-ACE/ACE2 interactions hinted at a potential protective effect of spinal muscular atrophy against COVID-19-induced lung injury | 陈正光,北京中医药大学,东直门医院,放射科; | 3963.2 | 18 | 2021 | BRIEF BIOINFORM | Methods of privacy-preserving genomic sequencing data alignments | 李立,中山大学, 附属肿瘤医院,影像与微创介入中心; | 3899.2 | 19 | 2021 | MED IMAGE ANAL | Dual-branch combination network (DCN): Towards accurate diagnosis and lesion segmentation of COVID-19 using CT images | 容鹏飞,中南大学,湘雅三医院,放射科; | 3895.68 | 20 | 2021 | ACTA PHARMACOL SIN B | Cathepsin B-responsive and gadolinium-labeled branched glycopolymer-PTX conjugate-derived nanotheranostics for cancer treatment | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 3823.52 | 21 | 2021 | GASTROENTEROLOGY | Development and Validation of a Novel Computed-Tomography Enterography Radiomic Approach for Characterization of Intestinal Fibrosis in Crohn's Disease | 冯仕庭,中山大学,附属第一医院,放射科; | 3643.68 | 22 | 2021 | J CLIN INVEST | Long-term microstructure and cerebral blood flow changes in patients recovered from COVID-19 without neurological manifestations | 朱文珍,华中科技大学,附属同济医院,放射科; | 3602.4 | 23 | 2021 | CLIN GASTROENTEROL H | Impact of the New Definition of Metabolic Associated Fatty Liver Disease on the Epidemiology of the Disease | 朱昭穎,香港大学,香港威尔斯亲王医院,放射科; | 3415.84 | 24 | 2021 | CARBOHYD POLYM | Tumor microenvironment-responsive PEGylated heparin-pyropheophorbide-a nanoconjugates for photodynamic therapy` | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 3325.12 | 25 | 2021 | ACS NANO | Neutrophil-like Cell-Membrane-Coated Nanozyme Therapy for Ischemic Brain Damage and Long-Term Neurological Functional Recovery | 程英升,上海交通大学医学院,第六人民医院,放射科; | 3294.08 | 26 | 2021 | NAT BIOMED ENG | An electric-field-responsive paramagnetic contrast agent enhances the visualization of epileptic foci in mouse models of drug-resistant epilepsy | 李聪,复旦大学上海医学院,药学院,放射药学教研室; | 3288.32 | 27 | 2021 | ANGEW CHEM INT EDIT | Rapid Unperturbed-Tissue Analysis for Intraoperative Cancer Diagnosis Using an Enzyme-Activated NIR-II Nanoprobe | 郭万亮,苏州大学,附属儿童医院,放射科; | 3285.44 | 28 | 2021 | ADV FUNCT MATER | Shape Transformable Strategies for Drug Delivery | 于向荣,暨南大学,珠海市人民医院,放射科; | 3269.76 | 29 | 2021 | NANO TODAY | In vivo multifunctional fluorescence imaging using liposome-coated lanthanide nanoparticles in near-infrared-II/IIa/IIb windows | 田捷,中国科学院,自动化研究所,分子影像重点实验室; | 3269.12 | 30 | 2021 | MED IMAGE ANAL | Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan | 单飞,复旦大学上海医学院,上海市公共卫生临床中心,放射科; | 3255.68 | 31 | 2021 | CLIN INFECT DIS | Relationship Between Serum Severe Acute Respiratory Syndrome Coronavirus 2 Nucleic Acid and Organ Damage in Coronavirus 2019 Patients: A Cohort Study | 徐海波,武汉大学,中南医院,影像科; | 3106.56 | 32 | 2021 | NAT BIOMED ENG | A phosphorescent probe for in vivo imaging in the second near-infrared window | 胡振华,中国科学院,自动化研究所,分子影像重点实验室; | 3096.32 | 33 | 2021 | ADV FUNCT MATER | Nanomedicine-Boosting Tumor Immunogenicity for Enhanced Immunotherapy | 朱康顺,广州医科大学,附属第二医院,放射科; | 3077.76 | 34 | 2021 | NANO TODAY | Nanomedicines modulating myeloid-derived suppressor cells for improving cancer immunotherapy | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 3077.12 | 35 | 2021 | ANGEW CHEM INT EDIT | Experimental and Computational Studies of the Iron-Catalyzed Selective and Controllable Defluorosilylation of Unactivated Aliphatic gem-Difluoroalkenes | 冯璋,重庆大学,药学院,分子影像实验室; | 3029.44 | 36 | 2021 | BBA-REV CANCER | ANTs and cancer: Emerging pathogenesis, mechanisms, and perspectives | 曹亚,中南大学,湘雅医学院,肿瘤研究所;放射科, | 3027.2 | 37 | 2021 | CELL DEATH DIFFER | Branched-chain amino acid aminotransferase 2 regulates ferroptotic cell death in cancer cells | 王冬青,江苏大学,附属医院,放射科; | 2994.72 | 38 | 2021 | NANO TODAY | Targeted delivery of Bi2Se3 Nanoflowers to orthotopic liver tumor via transarterial infusion for enhanced microwave ablation sensibilization | 张辉,山西医科大学,第一医院,影像科; | 2949.12 | 39 | 2021 | ADV SCI | Deep Learning Enables Superior Photoacoustic Imaging at Ultralow Laser Dosages | 郑传胜,华中科技大学,附属协和医院,放射科; | 2848.64 | 40 | 2021 | NANO LETT | "Trojan Horse" Salmonella Enabling Tumor Homing of Silver Nanoparticles via Neutrophil Infiltration for Synergistic Tumor Therapy and Enhanced Biosafety | 容鹏飞,中南大学,湘雅三医院,放射科; | 2844.64 | 41 | 2021 | ADV FUNCT MATER | Persistent Luminescence Immune Hydrogel for Photodynamic-Immunotherapy of Tumors In Vivo | 孙少凯,天津医科大学,医学影像学院,; | 2821.76 | 42 | 2021 | BBA-REV CANCER | Targeting Bcl-2 for cancer therapy | 卢再鸣,中国医科大学,附属盛京医院,介入科; | 2771.2 | 43 | 2021 | ADV FUNCT MATER | Branched Polymer-Based Redox/Enzyme-Activatable Photodynamic Nanoagent to Trigger STING-Dependent Immune Responses for Enhanced Therapeutic Effect | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 2757.76 | 44 | 2021 | ADV FUNCT MATER | Degradable and Excretable Ultrasmall Transition Metal Selenide Nanodots for High-Performance Computed Tomography Bioimaging-Guided Photonic Tumor Nanomedicine in NIR-II Biowindow | 洪国斌,中山大学,附属第五医院,放射科; | 2757.76 | 45 | 2021 | ADV SCI | A Robust Oxygen Microbubble Radiosensitizer for Iodine-125 Brachytherapy | 陆骊工,广东省人民医院,,介入治疗科; | 2720.64 | 46 | 2021 | ADV FUNCT MATER | Sub-50 nm Supramolecular Nanohybrids with Active Targeting Corona for Image-Guided Solid Tumor Treatment and Metastasis Inhibition | 顾忠伟,四川大学,生物医学材料工程技术研究中心,放射科; | 2693.76 | 47 | 2021 | ADV DRUG DELIVER REV | Vaginal drug delivery approaches for localized management of cervical cancer | 丁军,吉林大学,中日联谊医院,新民院区综合办公室,放射科; | 2688.96 | 48 | 2021 | ADV SCI | Tailoring Materials with Specific Wettability in Biomedical Engineering | 张冰,南京大学,鼓楼医院,医学影像科; | 2656.64 | 49 | 2021 | ADV SCI | Self-Stabilized Supramolecular Assemblies Constructed from PEGylated Dendritic Peptide Conjugate for Augmenting Tumor Retention and Therapy | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 2656.64 | 50 | 2021 | NANO ENERGY | A hybridized water wave energy harvester with a swing magnetic structure toward intelligent fishing ground | 陶黎,重庆医科大学,附属第一医院,放射科; | 2656.32 | 51 | 2021 | AM J ROENTGENOL | Can Chest CT Features Distinguish Patients With Negative From Those With Positive Initial RT-PCR Results for Coronavirus Disease (COVID-19)? | 魏新华,广州市第一人民医院,,放射科; | 2617.76 | 52 | 2021 | MOL PSYCHIATR | Identifying and validating subtypes within major psychiatric disorders based on frontal-posterior functional imbalance via deep learning | 王菲,中国医科大学,第一附属医院; | 2603.2 | 53 | 2021 | ADV SCI | Harnessing X-Ray Energy-Dependent Attenuation of Bismuth-Based Nanoprobes for Accurate Diagnosis of Liver Fibrosis | 姚振威,复旦大学上海医学院,华山医院,放射科; | 2592.64 | 54 | 2021 | ADV SCI | Switching Reactive Oxygen Species into Reactive Nitrogen Species by Photocleaved O-2-Released Nanoplatforms Favors Hypoxic Tumor Repression | 苏丹柯,广西医科大学,肿瘤医院,放射科; | 2592.64 | 55 | 2021 | FRONT NEUROENDOCRIN | A multimodal meta-analysis of regional structural and functional brain alterations in type 2 diabetes | 龚启勇,四川大学,华西医院,放射科; | 2592 | 56 | 2021 | ACS NANO | A Bacteria-Inspired Morphology Genetic Biomedical Material: Self-Propelled Artificial Microbots for Metastatic Triple Negative Breast Cancer Treatment | 顾忠伟,四川大学,生物医学材料工程技术研究中心,放射科; | 2590.08 | 57 | 2021 | INFORM FUSION | Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis | 徐磊,首都医科大学,附属北京安贞医院,医学影像科; | 2571.04 | 58 | 2021 | SMALL | Biodegradable Silica-Based Nanotheranostics for Precise MRI/NIR-II Fluorescence Imaging and Self-Reinforcing Antitumor Therapy | 张瑞平,山西医科大学,第一医院,放射科; | 2537.44 | 59 | 2021 | ADV SCI | Marriage of Virus-Mimic Surface Topology and Microbubble-Assisted Ultrasound for Enhanced Intratumor Accumulation and Improved Cancer Theranostics | 白文坤,上海交通大学医学院,第六人民医院; | 2528.64 | 60 | 2021 | PROG NEUROBIOL | Altered striatum centered brain structures in SHANK3 deficient Chinese children with genotype and phenotype profiling | 乔中伟,复旦大学上海医学院,儿科医院,放射科; | 2522.08 | 61 | 2021 | MOL PSYCHIATR | Resolving heterogeneity in schizophrenia through a novel systems approach to brain structure: individualized structural covariance network analysis | 程敬亮,郑州大学,第一附属医院; | 2475.2 | 62 | 2021 | MOL PSYCHIATR | Subtypes of schizophrenia identified by multi-omic measures associated with dysregulated immune function | 吕粟,四川大学,华西医院,放射科; | 2475.2 | 63 | 2021 | SIGNAL TRANSDUCT TAR | Targeting the signaling in Epstein-Barr virus-associated diseases: mechanism, regulation, and clinical study | 曹亚,中南大学,湘雅医学院,肿瘤研究所;放射科, | 2414.88 | 64 | 2021 | ACS NANO | Biomimetic Glucan Particles with Aggregation-Induced Emission Characteristics for Noninvasive Monitoring of Transplant Immune Response | 谢明星,湖北省分子影像重点实验室; | 2398.08 | 65 | 2021 | ACS NANO | Nanoprobe-Based Magnetic Resonance Imaging of Hypoxia Predicts Responses to Radiotherapy, Immunotherapy, and Sensitizing Treatments in Pancreatic Tumors | 米鹏,四川大学,华西医院,放射科; | 2398.08 | 66 | 2021 | CELL MOL IMMUNOL | Clinical development of CAR T cell therapy in China: 2020 update | 朱军,北京大学,肿瘤医院; | 2381.44 | 67 | 2021 | MED PHYS | Abnormal lung quantification in chest CT images of COVID-19 patients with deep learning and its application to severity prediction | 施裕新,复旦大学上海医学院,上海市公共卫生临床中心,放射科; | 2347.36 | 68 | 2021 | FASEB J | TASK1 and TASK3 in orexin neuron of lateral hypothalamus contribute to respiratory chemoreflex by projecting to nucleus tractus solitarius | 沈霖霖,复旦大学上海医学院,基础医学院; | 2340.64 | 69 | 2021 | ACS NANO | Mitochondria-Specific Aggregation-Induced Emission Luminogens for Selective Photodynamic Killing of Fungi and Efficacious Treatment of Keratitis | 施裕新,复旦大学上海医学院,上海市公共卫生临床中心,放射科; | 2334.08 | 70 | 2021 | NANO LETT | Nanomedicine Directs Neuronal Differentiation of Neural Stem Cells via Silencing Long Noncoding RNA for Stroke Therapy | 沈君,中山大学,附属孙逸仙纪念医院,放射科; | 2332.64 | 71 | 2021 | MATER HORIZ | PSMA-targeted arsenic nanosheets: a platform for prostate cancer therapy via ferroptosis and ATM deficiency-triggered chemosensitization | 林润,中山大学,附属第一医院,肿瘤介入科; | 2296.96 | 72 | 2021 | ANGEW CHEM INT EDIT | A Biocatalytic Cascade in an Ultrastable Mesoporous Hydrogen-Bonded Organic Framework for Point-of-Care Biosensing | 宋亭,广州医科大学,影像医学与核医学; | 2261.44 | 73 | 2021 | INT J BIOL SCI | Regulation of exosome production and cargo sorting | 李月峰,江苏大学,附属医院,影像科; | 2249.28 | 74 | 2021 | PATTERN RECOGN | Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images | 刘军,中南大学,湘雅二医院,放射科; | 2239.36 | 75 | 2021 | BRAIN | Prediction of Alzheimer's disease using multi-variants from a Chinese genome-wide association study | 卢洁,首都医科大学,宣武医院,放射科; | 2210.24 | 76 | 2021 | CLIN CANCER RES | Integrated Molecular Characterization of Fumarate Hydratase-deficient Renal Cell Carcinoma | 姚晋,四川大学,华西医院,放射科; | 2207.84 | 77 | 2021 | HUM BRAIN MAPP | Brain gray matter structures associated with trait impulsivity: A systematic review and voxel-based meta-analysis | 龚启勇,四川大学,华西医院,放射科; | 2183.84 | 78 | 2021 | MED IMAGE ANAL | A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning | 刘军,中南大学,湘雅二医院,放射科; | 2167.68 | 79 | 2021 | BIOMATERIALS | Advances in nanomedicines for diagnosis of central nervous system disorders | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 2162.72 | 80 | 2021 | SIGNAL TRANSDUCT TAR | Retro-enantio isomer of angiopep-2 assists nanoprobes across the blood-brain barrier for targeted magnetic resonance/fluorescence imaging of glioblastoma | 龚启勇,四川大学,华西医院,放射科; | 2158.88 | 81 | 2021 | SIGNAL TRANSDUCT TAR | SARS-CoV-2 immunity and functional recovery of COVID-19 patients 1-year after infection | 武峰,襄阳市中心医院,影像科; | 2158.88 | 82 | 2021 | NANO RES | Rational design of novel ultra-small amorphous Fe2O3 nanodots/graphene heterostructures for all-solid-state asymmetric supercapacitors | 于向荣,暨南大学,珠海市人民医院,放射科; | 2126.88 | 83 | 2021 | BIOMATERIALS | Tumor hypoxia-activated combinatorial nanomedicine triggers systemic antitumor immunity to effectively eradicate advanced breast cancer | 米鹏,四川大学,华西医院,放射科; | 2098.72 | 84 | 2021 | CHEM ENG J | Supercritical fluid-assisted fabrication of diselenide-bridged polymeric composites for improved indocyanine green-guided photodynamic therapy | 杨蕊梦,广州市第一人民医院,放射科; | 2088.32 | 85 | 2021 | TRAC-TREND ANAL CHEM | Recent advances of covalent organic frameworks and their application in sample preparation of biological analysis | 黄思铭,中山大学,孙逸仙纪念医院,放射科; | 2080.16 | 86 | 2021 | IEEE J BIOMED HEALTH | 2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study | 刘再毅,广东省人民医院,,放射科; | 2051.68 | 87 | 2021 | MED IMAGE ANAL | Deep learning for predicting COVID-19 malignant progression | 陈唯唯,华中科技大学同济医学院,附属同济医院,放射科; | 2039.68 | 88 | 2021 | EUR RADIOL | Automated quantification of COVID-19 severity and progression using chest CT images | 金晨望,西安交通大学,附属第一医院,医学影像科; | 2038.08 | 89 | 2021 | BIOMATERIALS | A Boron-10 nitride nanosheet for combinational boron neutron capture therapy and chemotherapy of tumor | 张瑞平,山西医科大学,第一医院,放射科; | 2034.72 | 90 | 2021 | IEEE T CYBERNETICS | DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution | 乔中伟,复旦大学上海医学院,儿科医院,放射科; | 2028.64 | 91 | 2021 | BRAIN | Increased free water in the substantia nigra in idiopathic REM sleep behaviour disorder | 魏红江,上海交通大学,生物医学工程学院; | 2018.24 | 92 | 2021 | EUR J NUCL MED MOL I | Ultra-low-activity total-body dynamic PET imaging allows equal performance to full-activity PET imaging for investigating kinetic metrics of F-18-FDG in healthy volunteers | 石洪成,复旦大学上海医学院,中山医院; | 2000.64 | 93 | 2021 | STROKE | Bridging Thrombolysis Achieved Better Outcomes Than Direct Thrombectomy After Large Vessel Occlusion An Updated Meta-Analysis | 王玉婷,中国电子科技大学,四川省人民医院,放射科; | 1982.4 | 94 | 2021 | RADIOLOGY | Deep Learning for Detecting Cerebral Aneurysms with CT Angiography | 龙茜,华中科技大学,附属协和医院,放射科; | 1972.96 | 95 | 2021 | ANN NEUROL | Subthalamic and Pallidal Stimulations in Patients with Parkinson's Disease: Common and Dissociable Connections | 贺娜英,上海交通大学医学院,瑞金医院,放射科; | 1969.6 | 96 | 2021 | NAT HUM BEHAV | Global urbanicity is associated with brain and behaviour in young people | 于春水,天津医科大学总医院,,医学影像科; | 1965.12 | 97 | 2021 | J CARDIOVASC MAGN R | Cardiac involvement in COVID-19 patients: mid-term follow up by cardiovascular magnetic resonance | 徐磊,首都医科大学,附属北京安贞医院,医学影像科; | 1944.32 | 98 | 2021 | NEUROIMAGE | Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study | 刘军,中南大学,湘雅二医院,放射科; | 1940.8 | 99 | 2021 | WIRES NANOMED NANOBI | Recent advances in development of dendriticpolymer-basednanomedicines for cancer diagnosis | 罗奎,四川大学,华西医院,放射科磁共振研究中心; | 1934.24 | 100 | 2021 | IEEE T NEUR NET LEAR | Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning | 张水兴,暨南大学,附属第一医院,医学影像科; | 1933.28 |
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