LAUSR

Artificial neural network prediction of postoperative complications in papillary thyroid microcarcinoma based on preoperative ultrasonographic features

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0 Published in 2024 at "Journal of Clinical Ultrasound"

DOI: 10.1002/jcu.23800

Abstract: To predict post‐thyroidectomy complications in papillary thyroid microcarcinoma (PTMC) patients using a deep learning model based on preoperative ultrasonographic features. This study addresses the global rise in PTMC incidence and the challenges in treatment decision‐making… read more here.

Keywords: preoperative ultrasonographic; based preoperative; ultrasonographic features; thyroid microcarcinoma ... See more keywords

Dynamic prediction of hypoxemia risk at different time points based on preoperative and intraoperative features: machine learning applications in outpatients undergoing esophagogastroduodenoscopy

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2 Published in 2023 at "Annals of Medicine"

DOI: 10.1080/07853890.2023.2187878

Abstract: Abstract Background Hypoxemia often occurs in outpatients undergoing anesthesia-assisted esophagogastroduodenoscopy (EGD). However, there is a scarcity in tools to predict the hypoxemia risk. We aimed to solve this problem by developing and validating machine learning… read more here.

Keywords: outpatients undergoing; based preoperative; risk; hypoxemia risk ... See more keywords

Deep learning based on preoperative MR images improves the predictive power of survival models in primary spinal cord astrocytomas.

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1 Published in 2022 at "Neuro-oncology"

DOI: 10.1093/neuonc/noac280

Abstract: BACKGROUND Prognostic models for spinal cord astrocytoma patients are lacking due to the low incidence of the disease. Here, we aim to develop a fully automated deep learning (DL) pipeline for stratified overall survival (OS)… read more here.

Keywords: based preoperative; year; preoperative images; prediction ... See more keywords

Postoperative Outcomes Among Patients Evaluated via Telemedicine-Based Preoperative Consultation for Moderate and Large Ventral Hernia.

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0 Published in 2025 at "Journal of the American College of Surgeons"

DOI: 10.1097/xcs.0000000000001504

Abstract: BACKGROUND The rapid integration of telemedicine, accelerated by the COVID-19 pandemic, has become integral to perioperative care across various surgical specialties. While its role in routine postoperative care is well-established, its application in the initial… read more here.

Keywords: ventral hernias; based preoperative; moderate large; large ventral ... See more keywords

Prediction of the Molecular Subtype of IDH Mutation Combined with MGMT Promoter Methylation in Gliomas via Radiomics Based on Preoperative MRI

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1 Published in 2023 at "Cancers"

DOI: 10.3390/cancers15051440

Abstract: Simple Summary Glioma is the most common primary brain tumour and main cause of death of those with primary brain tumours. Multiple studies have demonstrated that glioma patients with the molecular subtype of isocitrate dehydrogenase… read more here.

Keywords: preoperative mri; based preoperative; idh; model ... See more keywords