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Tracing human life trajectory using gut microbial communities by context-aware deep learning.

Briefings in bioinformatics
The gut microbial communities are highly plastic throughout life, and the human gut microbial communities show spatial-temporal dynamic patterns at different life stages. However, the underlying association between gut microbial communities and time-...

Real-time detection of acromegaly from facial images with artificial intelligence.

European journal of endocrinology
OBJECTIVE: Despite improvements in diagnostic methods, acromegaly is still a late-diagnosed disease. In this study, it was aimed to automatically recognize acromegaly disease from facial images by using deep learning methods and to facilitate the det...

IDEFE algorithm: IDE algorithm optimizes the fuzzy entropy for the gland segmentation.

Mathematical biosciences and engineering : MBE
Breast cancer occurs in the epithelial tissue of the gland, so the accuracy of gland segmentation is crucial to the physician's diagnosis. An innovative technique for breast mammography image gland segmentation is put forth in this paper. In the firs...

Development of a Web Application based on Machine Learning for screening esophageal varices in cirrhosis.

La Tunisie medicale
INTRODUCTION: Esophageal varices (EV) are a common manifestation of portal hypertension in cirrhotic patients. Upper gastrointestinal endoscopy (UGE) is the gold standard for diagnosing EV. However, it is an invasive examination with a relatively hig...

Determination of the cryoprotective effect of n-methylacetamide in rabbit semen.

Cryo letters
BACKGROUND: Amides are low molecular weight cryoprotectants. N-methylacetamide (MA) is one of the cryoprotectant agents in this group.

Biportal robotic pulmonary lobectomy, initial experience - case report.

Rozhledy v chirurgii : mesicnik Ceskoslovenske chirurgicke spolecnosti
INTRODUCTION: Thanks to perfect visualization and high maneuverability of instruments, the robotic technique is a preferable type of lung resection, even though the number of required incisions is usually higher compared to the video-assisted approac...

Robotic-assisted minimally invasive esophagectomy - our first experience.

Rozhledy v chirurgii : mesicnik Ceskoslovenske chirurgicke spolecnosti
INTRODUCTION: Minimally invasive esophagectomy is associated with lower postoperative morbidity and better quality of life compared to open esophagectomy in patients with comparable oncological outcomes. Robotic-assisted surgery represents the next s...

Radiomic Models Predict Tumor Microenvironment Using Artificial Intelligence-the Novel Biomarkers in Breast Cancer Immune Microenvironment.

Technology in cancer research & treatment
Breast cancer is the most common malignancy in women, and some subtypes are associated with a poor prognosis with a lack of efficacious therapy. Moreover, immunotherapy and the use of other novel antibody‒drug conjugates have been rapidly incorporate...

Classification of Histopathological Images from Breast Cancer Patients Using Deep Learning: A Comparative Analysis.

Critical reviews in biomedical engineering
Cancer, a leading cause of mortality, is distinguished by the multi-stage conversion of healthy cells into cancer cells. Discovery of the disease early can significantly enhance the possibility of survival. Histology is a procedure where the tissue o...

[Age assessment using CT of knee joint and neural network technologies].

Sudebno-meditsinskaia ekspertiza
Age assessment of living persons plays an important role in clinical and sports medicine, as well as in law practice. Traditional methods have a number of problems: age restrictions, technical difficulties of visualization, low reproducibility and su...