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Automated assessment of endometrial receptivity for screening recurrent pregnancy loss risk using deep learning-enhanced ultrasound and clinical data.
Front Physiol
December 2024
Department of Obstetrics and Gynecology, Deyang People's Hospital, Deyang, Sichuan, China.
Background: Recurrent pregnancy loss (RPL) poses significant challenges in clinical management due to an unclear etiology in over half the cases. Traditional screening methods, including ultrasonographic evaluation of endometrial receptivity (ER), have been debated for their efficacy in identifying high-risk individuals. Despite the potential of artificial intelligence, notably deep learning (DL), to enhance medical imaging analysis, its application in ER assessment for RPL risk stratification remains underexplored.
View Article and Find Full Text PDFState of the art endocrine treatments for patients diagnosed with endometrial cancer in 2025.
Curr Opin Obstet Gynecol
December 2024
Mount Sinai Medical Center, Miami Beach, Florida, USA.
Purpose Of Review: Endometrial cancer (EC) is rising in incidence, particularly in younger, premenopausal women, due to increasing rates of obesity and delayed childbearing. This review evaluates current and emerging endocrine therapies, with a focus on fertility-preserving approaches for early-stage EC and treatment options for advanced or recurrent disease.
Recent Findings: Fertility-sparing endocrine therapies, such as medroxyprogesterone acetate, megestrol acetate, and levonorgestrel-releasing intrauterine devices, achieve high response rates but carry recurrence risks.
Recent trends and impact of localized surface plasmon resonance (LSPR) and surface-enhanced Raman spectroscopy (SERS) in modern analysis.
J Pharm Anal
November 2024
Department of Pharmaceutical Analysis, ISF College of Pharmacy Moga, 142001, Punjab, India.
An optical biosensor is a specialized analytical device that utilizes the principles of optics and light in bimolecular processes. Localized surface plasmon resonance (LSPR) is a phenomenon in the realm of nanophotonics that occurs when metallic nanoparticles (NPs) or nanostructures interact with incident light. Conversely, surface-enhanced Raman spectroscopy (SERS) is an influential analytical technique based on Raman scattering, wherein it amplifies the Raman signals of molecules when they are situated near specific and specially designed nanostructures.
View Article and Find Full Text PDFDeep learning for endometrial cancer subtyping and predicting tumor mutational burden from histopathological slides.
NPJ Precis Oncol
December 2024
Institute of Pathology and Parasitology, National Defense Medical Center, Taipei, Taiwan.
Endometrial cancer (EC) diagnosis traditionally relies on tumor morphology and nuclear grade, but personalized therapy demands a deeper understanding of tumor mutational burden (TMB), i.e., a key biomarker for immune checkpoint inhibition and immunotherapy response.
View Article and Find Full Text PDFPapillary and ductal patterns of mesonephric-like adenocarcinomas are often overlooked: a retrospective revaluation of over 1000 endometrial carcinomas.
Histopathology
December 2024
Pathology and Laboratory Medicine, University of British Columbia and Vancouver General Hospital, Vancouver, BC.
Aims: Mesonephric-like adenocarcinoma (MLA) of the endometrium is often a diagnostic challenge, due to its morphological resemblance to other more common Müllerian neoplasms. This study aimed to retrospectively identify overlooked MLA in a large endometrial carcinoma cohort, using a combination of immunohistochemistry (IHC), morphology and KRAS sequencing.
Methods And Results: IHC was conducted on 1094 endometrial carcinomas, identifying 16 potential MLA cases based on GATA3+ and/or TTF1+ and ER- staining patterns, which subsequently underwent detailed histological review, KRAS sequencing and ProMisE molecular classification.
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