junhua, lu zhang, mei yongsong, hu wei, ma tian, zhiwei liao, hongsen chen, jiawei yang, yuxin
Machine vision and near-infrared light technology are widely used in fruits and vegetable grading, as an important means of agricultural non-destructive testing. The characteristics of fruits and vegetables can easily be automatically distinguished by these two technologies, such as appearance, shape, color and texture. Nondestructive testing is re...
marghescu, angela-ștefania vlăsceanu, silviu preda, mădălina mahler, beatrice bădărău, ioana anca cornelia manolescu, loredana sabina țigău, mirela teleagă, cristina toader, corina elena radu, alexandru daniel
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Background and Objectives: Squamous cell carcinoma (SQCC) represents a significant proportion of human malignancies affecting various anatomical sites, including the lung. Understanding the prognostic factors is crucial for establishing effective risk stratification in these patients, as multiple critical aspects significantly impact overall surviv...
pham, thanh tung nguyen, thanh dam, mai sao nguyen, lien le phuong baranyai, lászló
Growing concerns about food safety and waste have increased consumer demand for high-quality agricultural products, particularly at the postharvest stage. This demand has prompted the development of non-destructive methods to assess or inspect the internal quality of fruits and vegetables. The backscattering imaging technique, also known as diffuse...
fuster, saul kiraz, umay eftestøl, trygve m. janssen, emiel a. engan, kjersti
The most prevalent form of bladder cancer is urothelial carcinoma, characterized by a high recurrence rate and substantial lifetime treatment costs for patients. Grading is a prime factor for patient risk stratification, although it suffers from inconsistencies and variations among pathologists. Moreover, absence of annotations in medical imaging r...
tziatzios, georgios ziogas, dimitrios ι. gkolfakis, paraskevas papadopoulos, vasilios papaefthymiou, apostolis mathou, nikoletta giannakopoulos, athanasios gerasimatos, gerasimos paraskeva, konstantina d. triantafyllou, konstantinos
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Gastric cancer remains a disease with an ominous prognosis, while early gastric cancer has a good-to-excellent prognosis, with 5-year survival rates of up to 92.6% after successful endoscopic resection. In this context, the accurate identification of patients with established gastric precancerous lesions, namely chronic atrophic gastritis and intes...
Aouadi, Souha Torfeh, Tarraf Bouhali, Othmane Yoganathan, SA Paloor, Satheesh Chandramouli, Suparna Hammoud, Rabih Al-Hammadi, Noora
Published in
Biomedical Physics & Engineering Express
Purpose. This study aims to introduce an innovative noninvasive method that leverages a single image for both grading and staging prediction. The grade and the stage of cervix cancer (CC) are determined from diffusion-weighted imaging (DWI) in particular apparent diffusion coefficient (ADC) maps using deep convolutional neural networks (DCNN). Meth...
Zhang, Lingtao Luo, Pu Ding, Shaoyun Li, Tingxuan Qin, Kebei Mu, Jiong
Published in
Frontiers in Plant Science
Introduction Fingered citron slices possess significant nutritional value and economic advantages as herbal products that are experiencing increasing demand. The grading of fingered citron slices plays a crucial role in the marketing strategy to maximize profits. However, due to the limited adoption of standardization practices and the decentralize...
Galbraith, Kristyn Garcia, Mekka Wei, Siyu Chen, Anna Schroff, Chanel Serrano, Jonathan Pacione, Donato Placantonakis, Dimitris G William, Christopher M Faustin, Arline
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Published in
Neuro-oncology
Isocitrate dehydrogenase (IDH) mutant astrocytoma grading, until recently, has been entirely based on morphology. The 5th edition of the Central Nervous System World Health Organization (WHO) introduces CDKN2A/B homozygous deletion as a biomarker of grade 4. We sought to investigate the prognostic impact of DNA methylation-derived molecular biomark...
wang, shi haigen, yu rui, wu tang, mingkun liu, yaohua liu, long song, xuepeng
Coal gangue, the primary solid waste generated during the coal mining process, is typically disposed of on the surface, where it gradually accumulates to form gangue piles that significantly contaminate the surrounding environment. Filling technology has been widely employed for the safe and efficient disposal of coal gangue due to its sustainabili...
Hasan, Adam Jones, Bret
Published in
Frontiers in Oral Health
Pressure for accountability, transparency, and consistency of the assessment process is increasing. For assessing complex cognitive achievements, essays are probably the most familiar method, but essay scoring is notoriously unreliable. To address issues of assessment process, accountability, and consistency, this study explores essay marking pract...
