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Advanced imaging and artificial intelligence for Barrett's esophagus:What we should and soon will do 被引量:1
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作者 Marco Spadaccini Edoardo Vespa +12 位作者 Viveksandeep Thoguluva Chandrasekar Madhav Desai Harsh K Patel Roberta Maselli Alessandro Fugazza Silvia Carrara Andrea Anderloni Gianluca Franchellucci Alessandro De Marco Cesare Hassan Pradeep Bhandari Prateek Sharma Alessandro Repici 《World Journal of Gastroenterology》 SCIE CAS 2022年第11期1113-1122,共10页
Barrett’s esophagus(BE)is a well-established risk factor for esophageal adenocarcinoma.It is recommended that patients have regular endoscopic surveillance,with the ultimate goal of detecting early-stage neoplastic l... Barrett’s esophagus(BE)is a well-established risk factor for esophageal adenocarcinoma.It is recommended that patients have regular endoscopic surveillance,with the ultimate goal of detecting early-stage neoplastic lesions before they can progress to invasive carcinoma.Detection of both dysplasia or early adenocarcinoma permits curative endoscopic treatments,and with this aim,thorough endoscopic assessment is crucial and improves outcomes.The burden of missed neoplasia in BE is still far from being negligible,likely due to inappropriate endoscopic surveillance.Over the last two decades,advanced imaging techniques,moving from traditional dye-spray chromoendoscopy to more practical virtual chromoendoscopy technologies,have been introduced with the aim to enhance neoplasia detection in BE.As witnessed in other fields,artificial intelligence(AI)has revolutionized the field of diagnostic endoscopy and is set to cover a pivotal role in BE as well.The aim of this commentary is to comprehensively summarize present evidence,recent research advances,and future perspectives regarding advanced imaging technology and AI in BE;the combination of computer-aided diagnosis to a widespread adoption of advanced imaging technologies is eagerly awaited.It will also provide a useful step-by-step approach for performing high-quality endoscopy in BE,in order to increase the diagnostic yield of endoscopy in clinical practice. 展开更多
关键词 Barrett’s esophagus ENDOSCOPY Artificial intelligence Surveillance advanced imaging NEOPLASIA
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Predicting early recurrence in resectable rectal cancer
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作者 Manuel Carmo Silva Tiago Correia de Sá +1 位作者 Kayla P Pereira Joana M Pisco 《World Journal of Gastrointestinal Surgery》 2025年第8期1-6,共6页
We provide an editorial of recent findings on early recurrence(ER)in rectal cancer(RC),focusing on the study on ER of resectable RC by Tsai et al.The study established an 8-month recurrence-free survival cut-off for d... We provide an editorial of recent findings on early recurrence(ER)in rectal cancer(RC),focusing on the study on ER of resectable RC by Tsai et al.The study established an 8-month recurrence-free survival cut-off for differentiating ER from late recurrence,with implications for postrecurrence survival and overall survival.This offers not only a valuable timeframe for enhancing surveillance strategies in patients at higher risk,especially those who have undergone neoadjuvant chemoradiotherapy(CRT),but also raises questions about its applicability across different populations.Furthermore,the article suggests that while CRT is very effective in reducing locoregional recurrence,this treatment alone may not fully address the overall risk of ER.The authors advocate for personalized risk assessment and intensive surveillance during the postoperative period to improve outcomes,particularly in the first year.Future research should focus on larger,multicenter studies and incorporate advanced diagnostic techniques with genetic and molecular biomarkers to enhance prediction and management of ER.The ultimate goal is to refine treatment and surveillance strategies to improve survival and quality of life for patients with RC. 展开更多
关键词 Resectable rectal cancer Early recurrence CHEMORADIOTHERAPY Recurrencefree survival advanced imaging Molecular biomarkers
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Budd-Chiari syndrome:Prognostic scores,special populations,and management challenges
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作者 Mahassen Elshaer Mohamed Mahmoud Hafez +2 位作者 Ahmed Gaber Ramadan Khalid Shedeed Ahmed Tawheed 《World Journal of Gastroenterology》 2025年第39期1-11,共11页
This editorial narrative review discussed Budd-Chiari syndrome(BCS),which re-presents a rare but critical vascular liver disease resulting in an obstruction of he-patic venous outflow.Despite having a unifying mechani... This editorial narrative review discussed Budd-Chiari syndrome(BCS),which re-presents a rare but critical vascular liver disease resulting in an obstruction of he-patic venous outflow.Despite having a unifying mechanism,the syndrome shows a large heterogeneity across presentation,cause,and disease trajectory,compli-cating diagnosis and management.Based on established prognostic scoring systems,the New Clichy Score,the BCS-transjugular intrahepatic portosystemic shunt Index,the Zeitoun Score,and the Pediatric End-stage Liver Disease score were examined.These scoring systems are used for risk stratification and thera-peutic decision-making.Although these models deliver suitability information,their static parameters,narrow validation,and limited generalizability reduce their usefulness in diverse populations.Specific challenges are highlighted in pediatric patients,pregnant females,and individuals with myeloproliferative neoplasms for whom current tools often fall short.Moreover,there remains uncertainty regarding the durability of Pediatric End-stage Liver Disease score response and longer-term risks,such as hepatocellular carcinoma.There is a need to have a dynamic prognostic model that uses imaging and genetic factors in future studies.The article discussed enhancing recruitment to improve research.Overall,this article provided a contemporary,evidence-based approach for cli-nicians to aid in the evaluation and treatment of BCS. 展开更多
关键词 Budd-Chiari syndrome Prognostic scoring system Pediatric liver disease Myeloproliferative neoplasms Hepatocellular carcinoma Transjugular intrahepatic portosystemic shunt advanced imaging techniques Dynamic prognostic models
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Recent advances in imaging techniques of renal masses
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作者 Ankita Aggarwal Chandan J Das Sanjay Sharma 《World Journal of Radiology》 2022年第6期137-150,共14页
Multiphasic multidetector computed tomography(CT)forms the mainstay for the characterization of renal masses whereas magnetic resonance imaging(MRI)acts as a problem-solving tool in some cases.However,a few of the ren... Multiphasic multidetector computed tomography(CT)forms the mainstay for the characterization of renal masses whereas magnetic resonance imaging(MRI)acts as a problem-solving tool in some cases.However,a few of the renal masses remain indeterminate even after evaluation by conventional imaging methods.To overcome the deficiency in current imaging techniques,advanced imaging methods have been devised and are being tested.This review will cover the role of contrast-enhanced ultrasonography,shear wave elastography,dual-energy CT,perfusion CT,MR perfusion,diffusion-weighted MRI,blood oxygen leveldependent MRI,MR spectroscopy,positron emission tomography(PET)/prostate-specific membrane antigen-PET in the characterization of renal masses. 展开更多
关键词 advanced imaging techniques Renal mass Contrast-enhanced ultrasonography renal Shear wave elastography
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Endoscopic imaging of Barrett's esophagus 被引量:3
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作者 Mariam Naveed Kerry B Dunbar 《World Journal of Gastrointestinal Endoscopy》 CAS 2016年第5期259-266,共8页
The incidence of esophageal adenocarcinoma (EAC) has dramatically increased in the United States as well as Western European countries. The majority of esophageal adenocarcinomas arise from a backdrop of Barrett&r... The incidence of esophageal adenocarcinoma (EAC) has dramatically increased in the United States as well as Western European countries. The majority of esophageal adenocarcinomas arise from a backdrop of Barrett&rsquo;s esophagus (BE), a premalignant lesion that can lead to dysplasia and cancer. Because of the increased risk of EAC, GI society guidelines recommend endoscopic surveillance of patients with BE. The emphasis on early detection of dysplasia in BE through surveillance endoscopy has led to the development of advanced endoscopic imaging technologies. These techniques have the potential to both improve mucosal visualization and characterization and to detect small mucosal abnormalities which are difficult to identify with standard endoscopy. This review summarizes the advanced imaging technologies used in evaluation of BE. 展开更多
关键词 Esophageal adenocarcinoma Barrett&rsquo s esophagus DYSPLASIA Intestinal metaplasia advanced endoscopic imaging Narrow band imaging Confocal laser endomicroscopy
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Application of Spectral Angle Mapper Classification to Discriminate Hydrothermal Alteration in Southwest Birjand, Iran, Using Advanced Spaceborne Thermal Emission and Reflection Radiometer Image Processing 被引量:5
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作者 Maryam ABDI Mohammd H. KARIMPOUR 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2012年第5期1289-1296,共8页
The purpose of this study is to evaluate the Spectral Angle Mapper (SAM) classification method for determining the optimum threshold (maximum spectral angle) to unveil the hydrothermal mineral assemblages related ... The purpose of this study is to evaluate the Spectral Angle Mapper (SAM) classification method for determining the optimum threshold (maximum spectral angle) to unveil the hydrothermal mineral assemblages related to mineral deposits. The study area indicates good potential for Cu-Au porphyry, epithermal gold deposits and hydrothermal alteration well developed in arid and semiarid climates, which makes this region significant for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) image processing analysis. Given that achieving an acceptable mineral mapping requires knowing the alteration patterns, petrochemistry and petrogenesis of the igneous rocks while considering the effect of weathering, overprinting of supergene alteration, overprinting of hypogene alteration and host rock spectral mixing, SAM classification was implemented for argillic, sericitic, propylitic, alunitization, silicification and iron oxide zones of six previously known mineral deposits: Maherabad, a Cu-Au porphyry system; Sheikhabad, an upper part of Cu-Au porphyry system; Khoonik, an Intrusion related Au system; Barmazid, a low sulfidation epithermal system; Khopik, a Cu-Au porphyry system; and Hanish, an epithermal Au system. Thus, the investigation showed that although the whole alteration zones are affected by mixing, it is also possible to produce a favorable hydrothermal mineral map by such complementary data as petrology, petrochemistry and alteration patterns. 展开更多
关键词 hydrothermal alteration Spectral Angle Mapper advanced Spaceborne Thermal Emission and Reflection Radiometer image process Iran
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Timely identification and treatment of uterine artery pseudoaneurysm after hysteroscopic procedures
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作者 Haewon Byeon 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第12期4762-4765,共4页
Uterine artery pseudoaneurysm(UAP)is a rare but potentially life-threatening complication that can occur following hysteroscopic surgery for endometrial polyp resection.This article discusses the case study by Kakinum... Uterine artery pseudoaneurysm(UAP)is a rare but potentially life-threatening complication that can occur following hysteroscopic surgery for endometrial polyp resection.This article discusses the case study by Kakinuma et al,which highlights the successful diagnosis and treatment of UAP in a 48-year-old primiparous woman.Utilizing advanced imaging techniques such as ultrasound and computed tomography(CT),the medical team was able to promptly identify the UAP and subsequently perform a uterine artery embolization to treat the condition.The study underscores the critical need for rapid diagnosis and intervention to prevent severe outcomes and provides practical clinical recommendations for managing similar cases.This article aims to expand on the study’s findings,discuss the clinical implications,and suggest future research directions to optimize the management of UAP post-hysteroscopic surgery. 展开更多
关键词 Uterine artery pseudoaneurysm Hysteroscopic surgery Uterine artery embolization Abnormal uterine bleeding advanced imaging techniques
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Artificial intelligence-enabled advanced endoscopic imaging to assess deep healing in inflammatory bowel disease 被引量:3
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作者 Yasuharu Maeda Ilaria Ditonno +4 位作者 Miguel Puga-Tejada Irene Zammarchi Giovanni Santacroce Subrata Ghosh Marietta Iacucci 《eGastroenterology》 2024年第3期42-59,共18页
Endoscopic remission is the primary long-term therapeutic goal in inflammatory bowel disease(IBD).The assessment of this therapeutic target typically relies on white light endoscopy(WLE)combined with histological samp... Endoscopic remission is the primary long-term therapeutic goal in inflammatory bowel disease(IBD).The assessment of this therapeutic target typically relies on white light endoscopy(WLE)combined with histological sampling.Nonetheless,distinguishing between endoscopic mild,patchy inflammation and quiescent disease can be challenging,and discrepancies have been observed between endoscopic and histological disease activity,mainly when using WLE.Recent advances in endoscopic technologies are gradually transforming clinical practice.Dye-based chromoendoscopy and virtual chromoendoscopy are currently available in the endoscopist armamentarium,enhancing the assessment of mucosal architecture and vascular patterns,improving the visualisation of patchy inflammation and helping detect subtle dysplastic colonic lesions.Moreover,novel advanced tools,including probe-based confocal laser endomicroscopy and endocytoscopy,offer the remarkable ability to investigate the deep aspect of the gastrointestinal tract in real time,including the structure and function of the intestinal barrier and inflammatory-related alterations.Thus,these techniques can bridge the gap between endoscopy and histology,enabling the integration of novel treat-to-target strategies associated with more favourable outcomes.Artificial intelligence(AI)represents a further step forward in overcoming the limitations associated with endoscopy,including subjectivity and the requirement for expertise.Their implementation in clinical practice may enable standardised,accurate and rapid disease assessment.Moreover,AI can aid in accurately predicting responses to therapy and disease outcomes by stratifying patients’risks,thereby advancing us towards patient-centred personalised medicine.This narrative review summarises the available advanced endoscopic technologies and their integration with AI to assess IBD activity,define promising therapeutic targets and predict long-term outcomes. 展开更多
关键词 endoscopic remission white light endoscopy wle combined endoscopic technologies assessment therapeutic target histological samplingnonethelessdistinguishing inflammatory bowel disease ibd inflammatory bowel disease advanced endoscopic imaging
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Separation and imaging of mixed signals on microwave chips based on nitrogen-vacancy color center microscopy
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作者 HAO ZHANG ZHONGHAO LI +5 位作者 ZONGMIN MA HAO GUO HUANFEI WEN XIN LI JUN TANG JUN LIU 《Photonics Research》 2025年第5期1200-1213,共14页
Microwave chips are widely utilized in modern communication,national defense,and various technological domains.However,effective signal identification remains challenging due to complex multi-frequency microwave inter... Microwave chips are widely utilized in modern communication,national defense,and various technological domains.However,effective signal identification remains challenging due to complex multi-frequency microwave interference.To address this issue,we propose an advanced optical imaging framework based on nitrogen-vacancy(NV)center near-field microscopy.This framework enables the separation and imaging characterization of mixed multi-frequency microwave signals across a wide field of view(2000μm×1600μm,spatial resolution of 5μm)on chip surfaces.By leveraging the NV color center as a mixer,combined with a multi-frequency hybrid model and fast Fourier transform(FFT)analysis,we convert the invisible electromagnetic waves into visible optical information.Using a wide-field microscopy system equipped with a high-speed optical camera,our approach effectively enables the separation and imaging of mixed microwave signals across two complex scenarios.Comparative analysis with finite element simulation validates the accuracy of this approach.Experimental results reveal m Hz frequency resolution for GHz microwaves andμT-level signal intensity resolution,showcasing its superior capability for imaging mixed signals with multi-frequency.These findings provide critical technical support for microwave chip characterization,interference signal identification,and diagnostic testing,highlighting the broad applicability of this technique. 展开更多
关键词 microwave chips signal identification optical imaging multi frequency signals advanced optical imaging framework signal separation nitrogen vacancy color center microscopy imaging characterization
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Microvasculature of the esophagus and gastroesophageal junction: Lesson learned from submucosal endoscopy 被引量:1
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作者 Roberta Maselli Haruhiro Inoue +6 位作者 Haruo Ikeda Manabu Onimaru Akira Yoshida Esperanza Grace Santi Hiroki Sato Bu'Hussain Hayee Shin-Ei Kudo 《World Journal of Gastrointestinal Endoscopy》 CAS 2016年第19期690-696,共7页
Advanced therapeutic endoscopy,in particular endoscopic mucosal resection,endoscopic submucosal dissection,per-oral endoscopic myotomy,submucosal endoscopic tumor resection opened a new era where direct esophageal vis... Advanced therapeutic endoscopy,in particular endoscopic mucosal resection,endoscopic submucosal dissection,per-oral endoscopic myotomy,submucosal endoscopic tumor resection opened a new era where direct esophageal visualization is possible.Combining these information with advanced diagnostic endoscopy,the esophagus is organized,from the luminal side to outside,into five layers(epithelium,lamina propria with lamina muscularis mucosa,submucosa,muscle layer,adventitia).A specific vascular system belonging to each layer is thus visible: Mucosa with the intra papillary capillary loop in the epithelium and the sub-epithelial capillary network in the lamina propria and,at the lower esophageal sphincter(LES) level with the palisade vessels; submucosa with the drainage vessels and the spindle veins at LES level; muscle layer with the perforating vessels; periesophageal veins in adventitia.These structures are particularly important to define endoscopic landmark for the gastro-esophageal junction,helpful in performing submucosal therapeutic endoscopy. 展开更多
关键词 MICROVASCULATURE Esophageal anatomy Submucosal endoscopy Per-oral endoscopic myotomy advanced imaging
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Real-time histology with the endocytoscope 被引量:3
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作者 Rajvinder Singh Swee Lin Chen Yi Mei +2 位作者 William Tam Devinder Raju Andrew Ruszkiewicz 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第40期5016-5019,共4页
Endoscopic Imaging has progressed tremendously over the last few decades. Novel imaging technologies such as high-resolution and high-magnification white light endoscopy, narrow band imaging, optimal band imaging, aut... Endoscopic Imaging has progressed tremendously over the last few decades. Novel imaging technologies such as high-resolution and high-magnification white light endoscopy, narrow band imaging, optimal band imaging, auto? ourescence imaging and optical coherence tomography not only aid the endoscopist in detecting malignant or pre-malignant lesions but also assist in predicting histology. Recently, the introduction of Endocytoscopy (EC) and Confocal Endomicroscopy has taken us into a new realm of diagnostic endoscopy. With the ability to magnify up to 1000 ×, cellular structures can be visualized in real-time. This advance in technology could potentially lead to a paradigm shift negating the need to obtain biopsies. EC is, however, still in the early stages of development and further research needs to be carried out before it can be accepted as standard practice. This review will focus on the diagnostic utility of the Endocytoscope. 展开更多
关键词 ENDOCYTOSCOPY advanced endoscopy imaging Magnification endoscopy Real-time histology
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Comparison of TMI and AMSR-E sea surface temperatures with Argo near-surface temperatures over the global oceans 被引量:1
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作者 CHEN Xingrong LIU Zenghong +1 位作者 SUN Chaohui WANG Haiyan 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2017年第3期52-59,共8页
Satellite-derived sea surface temperatures(SSTs) from the tropical rainfall measuring mission(TRMM)microwave imager(TMI) and the advanced microwave scanning radiometer for the earth observing system(AMSR-E) we... Satellite-derived sea surface temperatures(SSTs) from the tropical rainfall measuring mission(TRMM)microwave imager(TMI) and the advanced microwave scanning radiometer for the earth observing system(AMSR-E) were compared with non-pumped near-surface temperatures(NSTs) obtained from Argo profiling floats over the global oceans. Factors that might cause temperature differences were examined, including wind speed, columnar water vapor, liquid cloud water, and geographic location. The results show that both TMI and AMSR-E SSTs are highly correlated with the Argo NSTs; however, at low wind speeds, they are on average warmer than the Argo NSTs. The TMI performs slightly better than the AMSR-E at low wind speeds, whereas the TMI SST retrievals might be poorly calibrated at high wind speeds. The temperature differences indicate a warm bias of the TMI/AMSR-E when columnar water vapor is low, which can indicate that neither TMI nor AMSR-E SSTs are well calibrated at high latitudes. The SST in the Kuroshio Extension region has higher variability than in the Kuroshio region. The variability of the temperature difference between the satellite-retrieved SSTs and the Argo NSTs is lower in the Kuroshio Extension during spring. At low wind speeds, neither TMI nor AMSR-E SSTs are well calibrated, although the TMI performs better than the AMSR-E. 展开更多
关键词 Argo near-surface temperature tropical rainfall measuring mission(TRMM) microwave imager advanced microwave scanning radiometer for the earth observing system sea surface temperature
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“To measure is to know”: how advances in image analysis are supporting neural repair strategies
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作者 Pascal Vallotton Robert Michail Ivan Kapsa 《Neural Regeneration Research》 SCIE CAS CSCD 2015年第7期1040-1042,共3页
Neuronal regeneration in the peripheral nervous system arises via a synergistic interplay of neurotrophic factors,integrins,cytoskeletal proteins,mechanical cues,cytokines,stem cells,glial cells and astrocytes.
关键词 To measure is to know how advances in image analysis are supporting neural repair strategies
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In vivo detection of mucosal healing-involved histiocytes by confocal laser endomicroscopy
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作者 Gheorghe Hundorfean Abbas Agaimy +4 位作者 Mircea T Chiriac Walter GeiBdrfer Jochen Wacker Markus F Neurath Jonas Mudter 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第32期4447-4449,共3页
Histiocytes have a pivotal role in wound repair and intestinal epithelial recovery-the most important goal to sustain gut functionality.Yet,an in vivo description of colonic histiocytes by confocal laser endomicroscop... Histiocytes have a pivotal role in wound repair and intestinal epithelial recovery-the most important goal to sustain gut functionality.Yet,an in vivo description of colonic histiocytes by confocal laser endomicroscopy(CLE) is missing.Here,we report the case of a 45-yearsold male patient who was referred to our clinic with weight loss and a history of two consecutive Clostridium difficile colitis episodes,the latter cured 3 wk before present admission.Stool microbiology was negative.Conventional colonoscopy showed atrophy and a light mucosal oedema in the distal colon.During on-going endoscopy,we performed a fluorescein-aided CLE which revealed large polygonal(histiocytes-like) cells with copious cytoplasm and large nuclei in the lamina propria of the sigmoid colon as well as regenerative epithelial changes.Histopathological assessment of biopsies from the same areas confirmed the endomicroscopical findings:Periodic acid-Schiff-and CD68-positive foamy histiocytes in the colonic lamina propria and an advanced epithelial recovery.Since stool microbiology was repeatedly negative and polymerase chain reaction-analysis from colonic biopsies could not detect any mRNA for Thropheryma whippleii and common pathogens,we interpreted this particular setting as a mucosal healing process after consecutive Clostridium difficile infections.In conclusion,by describing these colonic histiocytes,we highlight the clinical usefulness of CLE in describing the entity of histiocytes in vivo and in real-time during the process of post-infectious mucosal healing in the colon. 展开更多
关键词 Endomicroscopy Mucosal healing advanced colonic imaging Colonic histiocytes
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Expedient Mid-Wave Infrared Band Generation for AGRI during Stray Light Contamination Periods Using a Deep Learning Model
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作者 Haixia XIAO Xiaoyong ZHUGE +1 位作者 Fei TANG Jimin GUO 《Journal of Meteorological Research》 2025年第1期211-222,共12页
The Advanced Geosynchronous Radiation Imager(AGRI)onboard China’s Fengyun(FY)-4 satellites,which provides observational data across various wavelengths from visible to infrared(IR),holds great potential for diverse a... The Advanced Geosynchronous Radiation Imager(AGRI)onboard China’s Fengyun(FY)-4 satellites,which provides observational data across various wavelengths from visible to infrared(IR),holds great potential for diverse applications.However,the FY-4A AGRI mid-wave IR(MWIR)band(3.75µm)is often contaminated by stray light in the midnight hours during the 1-2 months before and after the vernal or autumnal equinoxes.In this study,a U-Net-based deep learning model was employed to generate an expedient MWIR band from the FY-4A AGRI long-wave IR band.Validation using normal radiance measurements revealed that MWIR brightness temperatures generated by the deep learning model are very close to those observed by the FY-4A AGRI,with mean absolute error of 1.48 K,root mean square error of 2.39 K,and a correlation coefficient of 0.99.When applying the model to periods of stray light contamination,the brightness temperature anomalies found in the FY-4A AGRI MWIR band are effectively eliminated.The findings of this study could support various scientific applications that necessitate use of the MWIR band during midnight hours,such as identification of fog/low stratus cloud. 展开更多
关键词 advanced Geosynchronous Radiation Imager(AGRI) mid-wave infrared band deep learning stray light contamination
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Advances in the light field displays based on integral imaging and holographic techniques(Invited Paper) 被引量:1
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作者 Nam Kim Md. Ashraful Alam +3 位作者 Le Thanh Bang Anh-Hoang Phan Mei-Lan Piao Munkh-Uchral Erdenebat 《Chinese Optics Letters》 SCIE EI CAS CSCD 2014年第6期16-20,共5页
Light field displays comprise three-dimensional (3D) visual information presentation devices capable of providing realistic and full parallax autostereoscopic images. In this letter, the recent advances in the light... Light field displays comprise three-dimensional (3D) visual information presentation devices capable of providing realistic and full parallax autostereoscopic images. In this letter, the recent advances in the light field displays based on integral imaging (II) and holographic techniques are presented. Several advanced approaches to demonstrate the light field displays including viewing angle enhancement techniques of the II display, a fast hologram generation method using graphics processing unit (GPU) and multiple WRPs, and a holographic microscopy to display the living cells are reported. These methods improve some important constraints of the light field displays and add new features. 展开更多
关键词 Advances in the light field displays based on integral imaging and holographic techniques II GPU
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Synthesis of True Color Images from the Fengyun Advanced Geostationary Radiation Imager
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作者 Yuchen XIE Xiuzhen HAN Shanyou ZHU 《Journal of Meteorological Research》 SCIE CSCD 2021年第6期1136-1147,共12页
The production of true color images requires observational data in the red,green,and blue(RGB)bands.The Advanced Geostationary Radiation Imager(AGRI)onboard China’s Fengyun-4(FY-4)series of geostationary satellites o... The production of true color images requires observational data in the red,green,and blue(RGB)bands.The Advanced Geostationary Radiation Imager(AGRI)onboard China’s Fengyun-4(FY-4)series of geostationary satellites only has blue and red bands,and we therefore have to synthesize a green band to produce RGB true color images.We used random forest regression and conditional generative adversarial networks to train the green band model using Himawari-8 Advanced Himawari Imager data.The model was then used to simulate the green channel reflectance of the FY-4 AGRI.A single-scattering radiative transfer model was used to eliminate the contribution of Rayleigh scattering from the atmosphere and a logarithmic enhancement was applied to process the true color image.The conditional generative adversarial network model was better than random forest regression for the green band model in terms of statistical significance(e.g.,a higher determination coefficient,peak signal-to-noise ratio,and structural similarity index).The sharpness of the images was significantly improved after applying a correction for Rayleigh scattering,and the images were able to show natural phenomena more vividly.The AGRI true color images could be used to monitor dust storms,forest fires,typhoons,volcanic eruptions,and other natural events. 展开更多
关键词 advanced Geostationary Radiation Imager(AGRI) RGB true color random forest regression conditional generative adversarial networks Rayleigh scattering
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Advances in active fire detection using a multi-temporal method for next-generation geostationary satellite data 被引量:2
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作者 Bryan Hally Luke Wallace +2 位作者 Karin Reinke Simon Jones Andrew Skidmore 《International Journal of Digital Earth》 SCIE EI 2019年第9期1030-1045,共16页
A vital component of fire detection from remote sensors is the accurateestimation of the background temperature of an area in fire’s absence,assisting in identification and attribution of fire activity. Newgeostation... A vital component of fire detection from remote sensors is the accurateestimation of the background temperature of an area in fire’s absence,assisting in identification and attribution of fire activity. Newgeostationary sensors increase the data available to describebackground temperature in the temporal domain. Broad area methodsto extract the expected diurnal cycle of a pixel using this temporally richdata have shown potential for use in fire detection. This paper describesan application of a method for priming diurnal temperature fitting ofimagery from the Advanced Himawari Imager. The BAT method is usedto provide training data for temperature fitting of target pixels, to whichthresholds are applied to detect thermal anomalies in 4 μm imageryover part of Australia. Results show the method detects positive thermalanomalies with respect to the diurnal model in up to 99% of caseswhere fires are also detected by Low Earth Orbiting (LEO) satellite activefire products. In absence of LEO active fire detection, but where aburned area product recorded fire-induced change, this method alsodetected anomalous activity in up to 75% of cases. Potentialimprovements in detection time of up to 6 h over LEO products are alsodemonstrated. 展开更多
关键词 Fire detection diurnal variation geostationary sensors broad area training advanced himawari imager
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Clear-sky land surface upward longwave radiation dataset derived from the ABI onboard the GOES-16 satellite 被引量:1
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作者 Boxiong Qin Biao Cao +6 位作者 Zunjian Bian Ruibo Li Hua Li Xueting Ran Yongming Du Qing Xiao Qinhuo Liu 《Big Earth Data》 EI 2021年第2期161-181,共21页
Surface upward longwave radiation(SULR)is one of the four components of the surface radiation budget,which is defined as the total surface upward radiative flux in the spectral domain of 4-100μm.The SULR is an indica... Surface upward longwave radiation(SULR)is one of the four components of the surface radiation budget,which is defined as the total surface upward radiative flux in the spectral domain of 4-100μm.The SULR is an indicator of surface thermal conditions and greatly impacts weather,climate,and phenology.Big Earth data derived from satellite remote sensing have been an important tool for studying earth science.The Advanced Baseline Imager(ABI)onboard the Geostationary Operational Environmental Satellite(GOES-16)has greatly improved temporal and spectral resolution compared to the imager sensor of the previous GOES series and is a good data source for the generation of high spatiotemporal resolution SULR.In this study,based on the hybrid SULR estimation method and an upper hemisphere correction method for the SULR dataset,we developed a regional clear-sky land SULR dataset for GOES-16 with a half-hourly resolution for the period from 1st January 2018 to 30th June 2020.The dataset was validated against surface measurements collected at 65 Ameriflux radiation network sites.Compared with the SULR dataset of the Global LAnd Surface Satellite(GLASS)longwave radiation product that is generated from the Moderate Resolution Imaging Spectroradiometer(MODIS)onboard the polar-orbiting Terra and Aqua satellites,the ABI/GOES-16 SULR dataset has commensurate accuracy(an RMSE of 15.9 W/m2 vs 19.02 W/m2 and an MBE of−4.4 W/m2 vs−2.57 W/m2),coarser spatial resolution(2 km at nadir vs 1 km resolution),less spatial coverage(most of the Americas vs global),fewer weather conditions(clear-sky vs all-weather conditions)and a greatly improved temporal resolution(48 vs 4 observations a day).The published data are available at http://www.dx.doi.org/10.11922/sciencedb.j00076.00062. 展开更多
关键词 Surface upward longwave radiation advanced Baseline Imager GOES-16 hybrid method kernel-driven model
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