AIMC Topic: Female

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Predicting meningioma grades and pathologic marker expression via deep learning.

European radiology Oct 19, 2023
OBJECTIVES: To establish a deep learning (DL) model for predicting tumor grades and expression of pathologic markers of meningioma.
Meningioma Meningeal Neoplasms Biomarkers, Tumor Male Middle Aged Deep Learning Magnetic Resonance Imaging Predictive Value of Tests Neoplasm Grading Ki-67 Antigen Retrospective Studies Female Aged Adult Humans
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Cow key point detection in indoor housing conditions with a deep learning model.

Journal of dairy science Oct 19, 2023
Lameness in dairy cattle is a costly and highly prevalent problem that affects all aspects of sustainable dairy production, including animal welfare. Automation of gait assessment would allow monitoring of locomotion in which the cows' walking patter...
Cattle Diseases Dairying Female Housing, Animal Animals Deep Learning Lameness, Animal Cattle Housing Quality
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Robotic-assisted benign hysterectomy compared with laparoscopic, vaginal, and open surgery: a systematic review and meta-analysis.

Journal of robotic surgery Oct 19, 2023
The potential benefits and limitations of benign hysterectomy surgical approaches are still debated. We aimed at evaluating any differences with a systematic review and meta-analysis. PubMed, MEDLINE, and EMBASE databases were last searched on 6/2/20...
Humans Female Hysterectomy Hysterectomy, Vaginal Robotics Uterus Laparoscopy Robotic Surgical Procedures
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Machine learning model to predict the width of maxillary central incisor from anthropological measurements.

Journal of prosthodontic research Oct 18, 2023
PURPOSE: To improve smile esthetics, clinicians should comprehensively analyze the face and ensure that the sizes selected for the maxillary anterior teeth are compatible with the available anthropological measurements. The inter commissural (ICW), i...
Humans Machine Learning Cross-Sectional Studies Male Anthropometry Incisor Algorithms Female Young Adult Adult Maxilla Esthetics, Dental
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Multiparametric MRI-based radiomics model for predicting human papillomavirus status in oropharyngeal squamous cell carcinoma: optimization using oversampling and machine learning techniques.

European radiology Oct 18, 2023
OBJECTIVES: To develop and validate a multiparametric MRI-based radiomics model with optimal oversampling and machine learning techniques for predicting human papillomavirus (HPV) status in oropharyngeal squamous cell carcinoma (OPSCC).
Humans Machine Learning Oropharyngeal Neoplasms Retrospective Studies Papillomavirus Infections Multiparametric Magnetic Resonance Imaging Female Aged Squamous Cell Carcinoma of Head and Neck Human Papillomavirus Viruses Radiomics Papillomaviridae Male Middle Aged
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Deep learning-based identification of spine growth potential on EOS radiographs.

European radiology Oct 18, 2023
OBJECTIVES: To develop an automatic computer-based method that can help clinicians in assessing spine growth potential based on EOS radiographs.
Spine Scoliosis Algorithms Female Deep Learning Humans Child, Preschool Male Infant Child Radiography
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Deep Learning Model Based on Multisequence MRI Images for Assessing Adverse Pregnancy Outcome in Placenta Accreta.

Journal of magnetic resonance imaging : JMRI Oct 18, 2023
BACKGROUND: Preoperative assessment of adverse outcomes risk in placenta accreta spectrum (PAS) disorders is of high clinical relevance for perioperative management and prognosis.
Pregnancy Outcome Humans Magnetic Resonance Imaging Placenta Retrospective Studies Placenta Accreta Pregnancy Female Deep Learning
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Deep learning to predict breast cancer sentinel lymph node status on INSEMA histological images.

European journal of cancer (Oxford, England : 1990) Oct 18, 2023
BACKGROUND: Sentinel lymph node (SLN) status is a clinically important prognostic biomarker in breast cancer and is used to guide therapy, especially for hormone receptor-positive, HER2-negative cases. However, invasive lymph node staging is increasi...
Lymph Node Excision Deep Learning Lymphadenopathy Axilla Humans Lymph Nodes Sentinel Lymph Node Lymphatic Metastasis Female Sentinel Lymph Node Biopsy Breast Neoplasms
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Health Care Trainees' and Professionals' Perceptions of ChatGPT in Improving Medical Knowledge Training: Rapid Survey Study.

Journal of medical Internet research Oct 18, 2023
BACKGROUND: ChatGPT is a powerful pretrained large language model. It has both demonstrated potential and raised concerns related to knowledge translation and knowledge transfer. To apply and improve knowledge transfer in the real world, it is essent...
Medicine Female Young Adult Adult Humans Artificial Intelligence Attitude of Health Personnel Adolescent Taiwan Male Perception Middle Aged Students Surveys and Questionnaires
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Automated Breast Density Assessment in MRI Using Deep Learning and Radiomics: Strategies for Reducing Inter-Observer Variability.

Journal of magnetic resonance imaging : JMRI Oct 17, 2023
BACKGROUND: Accurate breast density evaluation allows for more precise risk estimation but suffers from high inter-observer variability.
Observer Variation Breast Density Breast Feasibility Studies Image Interpretation, Computer-Assisted Adult Breast Neoplasms Radiomics Middle Aged Deep Learning ROC Curve Image Processing, Computer-Assisted Magnetic Resonance Imaging Retrospective Studies Female Humans Reproducibility of Results Aged
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