Central serous chorioretinitis (CSC) is a kind of choroidal retinopathy characterized by choroidal vasodilatation and hyperpermeability, retinal pigment epithelial cell lesions and serous retinal detachment. Various imaging examinations and imaging techniques have been used to describe the characteristics of the retina and choroid. Fundus manifestations of different types of CSC has both generality, and have their respective characteristic. The classification of CSC and its differentiation from other diseases including the choroidal neovascularization and pachychoroidopathy spectrum depending on varieties of fundus imaging techniques. The current study aims to review the various performance characteristics of CSC especially for chronic CSC with multimodal imaging and the current research progress, so as to provide reference for ophthalmologists to more comprehensively and intuitively understand the clinical characteristics and potential pathogenesis of CSC, and also to provide basis for multimodal imaging assisted diagnosis and treatment.
Objective To explore the research progress of the multimodal clinical support system (CSS). Methods With recognized development and operation of the multi-model CSS, and compared to the traditional CSS, to explore the research progress of the multimodal CSS. Results Based on the realization of the concept, purpose and characteristics of the multimodal CSS, it has been known that the international research progress of the multimodal CSS. Conclusion The developing and evolving of the CSS model have offered a new assist to the multi-disciplinary treatment model, and have enhanced the improving system associated with the practice of evidence-based medicine. However, the application of clinical support system program (CSSP) in our country still needs more research.
The task of automatic generation of medical image reports faces various challenges, such as diverse types of diseases and a lack of professionalism and fluency in report descriptions. To address these issues, this paper proposes a multimodal medical imaging report based on memory drive method (mMIRmd). Firstly, a hierarchical vision transformer using shifted windows (Swin-Transformer) is utilized to extract multi-perspective visual features of patient medical images, and semantic features of textual medical history information are extracted using bidirectional encoder representations from transformers (BERT). Subsequently, the visual and semantic features are integrated to enhance the model's ability to recognize different disease types. Furthermore, a medical text pre-trained word vector dictionary is employed to encode labels of visual features, thereby enhancing the professionalism of the generated reports. Finally, a memory driven module is introduced in the decoder, addressing long-distance dependencies in medical image data. This study is validated on the chest X-ray dataset collected at Indiana University (IU X-Ray) and the medical information mart for intensive care chest x-ray (MIMIC-CXR) released by the Massachusetts Institute of Technology and Massachusetts General Hospital. Experimental results indicate that the proposed method can better focus on the affected areas, improve the accuracy and fluency of report generation, and assist radiologists in quickly completing medical image report writing.
The update of the cognition of fundus diseases is inseparable from the rapid development of fundus multimodal imaging. Especially in recent years, the application of wide and ultra-wide fundus photography, ultra-wide fundus fluorescein angiography, indocyanine green angiography, fundus autofluorescence and optical coherence tomography angiography contribute to observe the peripheral retinopathy more directly. The application of adaptive optics and fluorescence lifetime imaging ophthalmoscopy contribute to have a further understanding of fundus diseases at the cellular and metabolic level. Multimodal imageing reflect the pathological characteristics of the diseases from different angles and levels. At the same time, the digitization and intelligence of fundus images are also developing rapidly. However, there are some problems that the ophthalmologists needs to consider further, such as the correctly understanding the use of multimodal imaging, the application of artificial intelligence, and how to sum up from the images.
Objective To review the research advancement of multimodal therapy for advanced gast ric carcinoma. Methods The literatures on multimodal therapy for advanced gastric carcinoma in recent years were collected and reviewed. Results The multimodal therapy , such as preoperative chemotherapy , preoperative adjuvant chemoradiotherapy , preoperative interventional chemoradiotherapy for advanced gast ric carcinoma was effective because it could increase the rate of R0 resection for the patients with advanced gastric carcinoma. And it can decrease the mortality rate after operation , extend the overall survival time and improve patients’life quality. Conclusion Multimodal therapy is a promising method for the treatment of advanced gastric carcinoma and it should be further developed.
Cardiovascular diseases is the leading cause of threat to human life and health worldwide. Early risk assessment, timely diagnosis, and prognosis evaluation are critical to the treatment of cardiovascular diseases. Currently, the evaluation of diagnosis and prognosis of cardiovascular diseases mainly relies on imaging examinations such as coronary CT and coronary angiography, which are expensive, time-consuming, partly invasive, and require high professional competence of the operator, making it difficult to promote in the community or in areas where medical resources are scarce. The fundus microcirculation is a part of the human microcirculation and has similar embryological origins and physiopathological features to cardiovascular circulation. Several studies have revealed fundus imaging biomarkers associated with cardiovascular diseases, and developed and validated intelligent diagnosis and treatment models for cardiovascular diseases based on fundus imaging data. Fundus imaging is expected to be an important adjunct to cardiovascular disease diagnosis and treatment given its noninvasive and convenient nature. The purpose of this review is to summarize the current research status, challenges, and future prospects of the application of artificial intelligence based on multimodal fundus imaging data in cardiovascular disease diagnosis and treatment.
ObjectiveTo observe the multimodal imaging characteristics of tamoxifen retinopathy. MethodsA retrospective case study. From January 2019 to December 2021, 4 patients (8 eyes) with tamoxifen retinopathy diagnosed in Tangshan Eye Hospital were included in the study. All patients were female, with sick binoculus. The age was 59.5±4.6 years. After breast cancer resection, tamoxifen 20 mg/d was taken orally consecutively, including 1, 1, and 2 cases who took tamoxifen orally for 5, 7, and ≥10 years. All eyes were examined by fundus color photography, optical coherence tomography (OCT), OCT angiography (OCTA), fundus fluorescein angiography (FFA), and fundus autofluorescence (AF). The multi-mode image features of the fundus of the affected eyes were observed. ResultsThe yellow white dot crystal like material deposition in the macular area was observed in all eyes. In fundus AF examination, macular area showed patchy strong AF. FFA examination showed telangiectasia and fluorescein leakage in macular area at late stage. OCT showed that punctate strong reflexes could be seen between the neuroepithelial layers in the macular region with the formation of a space between the neuroepithelial layers, the interruption of the elliptical zone (EZ), and the formation of a hole in the outer lamella including 4, 5 and 3 eyes; The thickness of ganglion cells in macular region decreased in 7 eyes. OCTA showed that the blood flow density of the superficial retinal capillary plexus around the arch ring was decreased, and the retinal venules were dilated in 2 eyes; Deep capillary plexus (DCP) showed telangiectasia. ConclusionDeposition of yellowish white dot like crystals can be seen in the macular region of tamoxifen retinopathy; dotted strong reflex between neuroepithelial layers, cavity formation, thinning of ganglion cell layer, EZ middle fissure and outer lamellar fissure; DCP capillaries and venules around the arch were dilated; telangiectasia in macular region; flaky strong AF in macular region.
ObjectiveTo observe the multimodal imaging characteristics of combined hamatoma of the retina and retinal pigment epithelium (CHRRPE).MethodsA retrospective case study. From January 2013 to December 2017, 6 CHRRPE patients (6 eyes) diagnosed in Department of Ophthalmology, Sun Yat-sen Memorial Hospital were included in the study. There were 4 males and 2 females, with the mean age of 12.0±8.10 years. There were 5 eyes with BCVA ≤0.1, 1 eye with BCVA＞1.0. Corneal fluoroscopy showed 1 eye with an external oblique 15°, and the remaining eye had no abnormalities in the anterior segment. All eyes underwent fundus color photography, FAF, FFA, ICGA, OCT and color Doppler flow imaging (CDFI). The multimodal imaging characteristics were observed.ResultsAll the affected eyes CHRRPE were located in the posterior pole and showed mild elevation. Most of the retinal neuroepithelial layers had different degrees of hyperplasia, vascular tortuosity and retinal folds. Of the 6 eyes, 4 eyes (66.7%) involving the macula and optic disc, only 2 eyes (33.3%) involving the macula. OCT showed that the structure of the neuroepithelial layer was unclear and the signal intensity was uneven; it involved 2 eyes of the whole retina (33.3%) and only 4 eyes of the neuroepithelial layer (66.7%). FFA and ICGA showed that the choroidal background fluorescence of the early lesions was weakened, and the lesions showed slightly weak fluorescence; the late telangiectasia fluorescein was obviously leaked, and the lesions were stained with fluorescence. FAF mainly appears as weak autofluorescence with a small amount of strong autofluorescence. CDFI has no characteristic performance.ConclusionsCHRRPE is mainly a membrane-like hyperplasia without angiogenesis, involving the retinal neuroepithelial layer, and may also involve the entire retina. OCT is dominated by strong reflection; AF, FFA and ICGA are mainly weak fluorescence.
ObjectiveTo observe the multimodal imaging characteristics of multiple evanescent white dot syndrom (MEWDS).MethodsThis was a retrospective series case study. Eighteen patients (18 eyes) diagnosed with MEWDS in Eye Center of The Second People’s Hospital of Foshan from September 2015 to April 2017 were enrolled in this study. There were 12 females and 6 males, with the mean age of 35.9 years. The disease course ranged from 3 to 90 days, with the mean of 14 days. All the patients underwent BCVA, slit-lamp microscope with +90D preset lens, fundus photography, spectral domain OCT (SD-OCT) and FAF examinations. FFA was simultaneously performed in 6 eyes, FFA and ICGA were simultaneously performed in 12 eyes. Ten patients received the treatment of glucocorticoids and vasodilator substance, and other 8 patients without any treatment. The follow-up duration was 4.5 months. The multimodal imaging characteristics were reviewed and analyzed.ResultsFundus color photography showed a variable number of small dots and large spots lesions (14 eyes), and/or fovea granularity (7 eyes) and disk swelling (5 eyes). A variable number of little dots and larger spots lesions showed respectively in FFA, FAF and ICGA were needle-like dots distributed in a wreathlike pattern and a large plaque occasionally confluent of early highly fluorescent, highly autofluorescence and hypofluoresence. Combined hypofluorescent spots with overlying dots were observed in 10 eyes of the late stages of the ICGA. Black lesions in the gray background show in ICGA were the most obvious and the most extensive, gray-white lesions in the gray-black show in FAF were the second, light gray-black lesions in the gray show in FFA were the least. Gray-white lesions in an orange background show in fundus photography were not obvious and transient. SD-OCT showed disruption of the ellipsoid zone and/or accumulations of hyperreflective material from the ellipsoid layer toward the outer plexiform layer and vitreous cells. During the period of following-up, some patients were prescribed low-dose glucocorticoid and some not, almost all the patients except one patient experienced recovery in BCVA and the lesions in fundus imaging.ConclusionsThe lesions in MEWDS eyes in modern multimodal imaging modalities among fundus photography (fovea granularity), FFA (needle-like dots distributed in a wreathlike pattern and a large plaque occasionally confluent of early highly fluorescent), ICGA (flake hypofluorescent) and SD-OCT (disruption of the ellipsoid zone) showed good consistency. Almost eyes were recovery.
Objective To establish the optimal morphological criteria combined with fibrinogen level for evaluation of lymph node metastasis in colorectal cancer. Methods A consecutive series of 690 patients who underwent curative surgery for colorectal cancer, were examined by abdominopelvic enhanced multi-slice spiral computed tomography (MSCT) scan. If regional lymph nodes appeared, the maximal long-axis diameter (MLAD), maximal short-axis diameter (MSAD), and axial ratio (MSAD/MLAD) were recorded. At each lymph node size cut-off value, the following were calculated: accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). Moreover, preoperative plasma level of fibrinogen was retrospectively examined to identify metastatic or inflammatory lymph node combined with MSCT image. Both modalities, MSCT plus fibrinogen and MSCT alone, were compared based on the pathologic findings. Results The study population consisted of 100 patients with regional lymph nodes show. No significant difference was found between metastatic and inflammatory lymph nodes in imaging characteristics (Pgt;0.05). The best cut-off value of MSAD was 6 mm for lymph node metastasis with the sensitivity of 46.8%, specificity of 68.4%, accuracy of 55.0%, PPV of 70.7% and NPV of 44.1%. The best cut-off value of MLAD was 8 mm with the sensitivity of 43.5%, specificity of 63.2%, accuracy of 51.0%, PPV of 65.9% and NPV of 40.7%. Using hyperfibrinogenemia (FIB ≥3.5 g/L) to identify small metastatic lymph node, of which MSAD lt;6 mm or MLAD lt;8 mm, showed statistical diagnostic value (Kappa=0.256, P=0.047). Compared with MSAD (6 mm) alone, MSAD (6 mm) combined with hyperfibrinogenemia had a higher sensitivity (79.0% vs. 46.8%, Plt;0.001), but a similar accuracy (66.0% vs. 55.0%, Pgt;0.05) and a lower specificity (44.7% vs. 68.4%, P=0.037). MLAD (8 mm) combined with hyperfibrinogenemia led to a greater diagnostic value in sensitivity (80.6% vs. 43.5%, Plt;0.001) and accuracy (66.0% vs. 51.0%, P=0.031) than MLAD (8 mm) alone, with a no-significantly decreasing specificity (42.1% vs. 63.2%, Pgt;0.05). Conclusions This present study recommend MSAD ≥6 mm or MLAD ≥8 mm as the optimal criteria for preoperative N staging in colorectal cancer. Moreover, the sensitivity and even accuracy could be improved by combining hyperfibrinogenemia for lymph node metastasis identification.