scholarly journals A retrospective study comparing a quantifying Artificial Intelligence-based scoring system with a visual scoring system to determine the lung injury in COVID-19 disease

Author(s):  
Charlotte Biebaû ◽  
Adriana Dubbeldam ◽  
Lesley Cockmartin ◽  
Walter Coudyzer ◽  
Johan Coolen ◽  
...  
HPB ◽  
2021 ◽  
Vol 23 ◽  
pp. S292-S293
Author(s):  
D. Nobuoka ◽  
R. Yoshida ◽  
M. Hioki ◽  
D. Sato ◽  
T. Kojima ◽  
...  

1982 ◽  
Vol 27 (4) ◽  
pp. 279-283 ◽  
Author(s):  
I. S. Brown ◽  
F. Toolis ◽  
R. J. Prescott

A ten-year retrospective study has been undertaken on a group of ten haemophiliacs for whom previous haematological and radiological data was available. Radiological and clinical assessment of their knees and elbows (40 joints) have been correlated to the accurate recording of all haemarthroses suffered by these joints. There is a statistically significant association between the number of haemarthroses and the radiological change in the joint, as determined by a radiological scoring system. The knees, but not the elbows, show a significant association between number of haemarthroses and deterioration in clinical function. Several bleeds can occur in a haemophilic joint without necessarily causing permanent radiological change; this new finding in adults may be due to modern therapy.


2013 ◽  
Vol 48 (2) ◽  
pp. 27-35 ◽  
Author(s):  
Janusz Czapski ◽  
Marian Saniewski

Tomato ripening in normal red-fruited cultivar (Fiorin) was delayed by treatment with methyl jasmonate (JA-Me) vapour. A visual scoring system for describing tomato ripening was used. Surface of fruits exposed to JA-Me vapour, increased in yellow and decreased in red as determined by HunterLab colour meter. JA-Me significantly altered the firmness of fruits after 21 days storage. Vapour of JA-Me enhanced the level of β-carotene in outer part (peel with 3 mm pericarp tissue) of fruit, while it had no effect in peeled fruit pericarp. JA-Me treatment decreased the level of lycopene in outer part and pericarp tissue, however, in outer part lycopene content decreased at a higher rate than in pericarp. Amount of tomatine in fruits treated with JA-Me had enhanced four-fold in outer part and by 62% in peeled fruit pericarp as compared with the control.


2021 ◽  
Author(s):  
Hyun Suk Lee ◽  
Hee Seok Moon ◽  
In Sun Kwon ◽  
Hyun Yong Jeong ◽  
Byung Seok Lee ◽  
...  

Abstract Background Lower gastrointestinal bleeding (LGIB) often subsides by itself; however, in some cases, the bleeding does not stop and the patient’s condition worsens. Therefore, if the occurrence of severe lower gastrointestinal bleeding can be predicted in advance, it can be helpful for treatment. This study aimed to evaluate variables related to mortality from LGIB and to propose a scoring system. Methods This retrospective study reviewed the medical records of patients who visited the emergency room with hematochezia between January 2016 and December 2020. Through regression analysis of vital signs, laboratory investigations, and hospital stay, variables related to LGIB-related mortality were evaluated. A scoring system was developed, and the appropriateness with an area under the receiver operating characteristics curve (AUROC) was evaluated and compared with other existing models. Results A total of 932 patients were hospitalized for LGIB. Variables associated with LGIB-related mortality were the presence of cancer, heart rate of > 100 beats/min, blood urea nitrogen level of ≥ 30 mg/dL, an international normalized ratio of > 1.50, and albumin level of ≤ 3.0 g/dL. The AUROCs of CNUH-4 and CNUH-5 were 0.890 (p < 0.001; cutoff, 2.5; 95% confidence interval, 0.0851 − 0.929) and 0.901 (p < 0.001; cutoff, 3.5; 95% confidence interval, 0.869 − 0.933), respectively. Conclusions The model developed for predicting the risk of LGIB-related mortality is simple and easy to apply clinically. The AUROC of the model was better than that of the existing models.


2020 ◽  
Vol 8 (1) ◽  
pp. 232596711989812
Author(s):  
Sang Hoon Chae ◽  
Tae Wan Jung ◽  
Sang Hyeon Lee ◽  
Myo Jong Kim ◽  
Seung Min Park ◽  
...  

Background: Few studies have described the characteristics of a concealed intratendinous subscapularis tear (CIST), and there is a lack of research on the preoperative predictability of such lesions. Purpose: To describe the characteristics of a CIST as seen on magnetic resonance imaging (MRI) and intraoperatively and to develop a scoring system for predicting such lesions. Study Design: Case series; Level of evidence, 4. Methods: Retrospectively, we identified 43 patients with CISTs among 442 consecutive patients who had undergone rotator cuff repair from July 2014 to June 2016. Range of motion, visual analog scale results for pain and function, and patient-reported outcome scores were evaluated preoperatively and at 1 and 2 years postoperatively. CISTs were classified arthroscopically as small (<5 mm), medium (5-10 mm), and large (>10 mm). We performed repair (≥50%) or debridement (<50%) depending on the total subscapularis tendon tear size including the CIST. Preoperative MRI findings were analyzed by 2 observers and were correlated with the arthroscopic findings. A 10-point scoring system was developed based on characteristics during the physical examination (anterior tenderness, bear hug sign), MRI (biceps tendon displacement and subluxation, subscapularis signal change just lateral to the lesser tuberosity), and arthroscopic surgery (medial biceps tendon lesion, combined subscapularis tendon tear), with a cutoff value of ≥7 predicting a CIST. After the retrospective study, we prospectively enrolled 95 patients to validate the 10-point CIST scoring system. Results: All 43 patients diagnosed with a CIST during the retrospective study improved both range of motion and functional scores at 1 year postoperatively. The interrater agreement of the 2 observers was substantial for the evaluation of all parameters except for subscapularis tear classification, which was moderate. On arthroscopic surgery, 11 small, 19 medium, and 13 large CISTs were detected. The preliminary prospective study showed a sensitivity of 61.9%, specificity of 94.3%, positive predictive value of 89.0%, negative predictive value of 75.7%, and accuracy of 80.0% when the cutoff value was set at ≥7 on the CIST scoring system. Conclusion: A CIST can be suspected using a combination of preoperative MRI and intra-articular diagnostic arthroscopic findings, but a definitive diagnosis requires an arthroscopic view. On the 10-point CIST scoring system, a score of ≥5 can be suggestive of a CIST, and a score of ≥7 is most likely to predict a CIST.


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