AI Medical Compendium Journal:
Journal of forensic and legal medicine

Showing 1 to 10 of 10 articles

Artificial intelligence in forensic mental health: A review of applications and implications.

Journal of forensic and legal medicine May 24, 2025
This narrative review explores the transformative role of artificial intelligence (AI) in forensic mental health, focusing on its applications, benefits, limitations, and ethical considerations. AI's capabilities, particularly in areas such as risk a...
Humans Artificial Intelligence Risk Assessment Natural Language Processing Forensic Psychiatry Algorithms Mental Disorders Mental Health
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A machine learning approach for age prediction based on trigeminal landmarks.

Journal of forensic and legal medicine Aug 26, 2024
OBJECTIVE: The aim of this study was to estimate the chronological age (CA) of a growing individual using a new machine learning approach on Cone Beam Computed Tomography (CBCT).
Age Determination by Skeleton Decision Trees Principal Component Analysis Anatomic Landmarks Female Young Adult Male Adolescent Child Cone-Beam Computed Tomography Humans Machine Learning Algorithms
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Dental age estimation: A comparative study of convolutional neural network and Demirjian's method.

Journal of forensic and legal medicine Mar 21, 2024
The aim of this study is to compare a technique using Convolutional Neural Network (CNN) with the Demirjian's method for chronological age estimation of living individuals based on tooth age from panoramic radiographs. This research used 5898 panoram...
Humans Adolescent Child, Preschool Child Neural Networks, Computer Female Male Radiography, Panoramic Age Determination by Teeth
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Using expert-reviewed CSAM to train CNNs and its anthropological analysis.

Journal of forensic and legal medicine Nov 17, 2023
Machine learning methods for the identification of child sexual abuse materials (CSAM) have been previously studied, however, they have serious limitations. Firstly, the training sets used to train the appropriate machine learning algorithms were not...
Child Child Abuse, Sexual Machine Learning Algorithms Humans Neural Networks, Computer Artificial Intelligence
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Update on risk factors and biomarkers of sudden unexplained cardiac death.

Journal of forensic and legal medicine Mar 6, 2022
Sudden cardiac death (SCD) accounts for approximately 15%-20% of all deaths worldwide, the causes of which are mainly structural heart diseases. However, SCD also occurs in patients without major cardiac structural abnormalities due to electrophysiol...
Risk Factors Arrhythmias, Cardiac Death, Sudden, Cardiac Humans Artificial Intelligence Biomarkers
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Transfer Learning Based Automatic Human Identification using Dental Traits- An Aid to Forensic Odontology.

Journal of forensic and legal medicine Sep 29, 2020
Forensic Odontology deals with identifying humans based on their dental traits because of their robust nature. Classical methods of human identification require more manual effort and are difficult to use for large number of Images. A Novel way of au...
Dentition Radiography, Dental Humans Neural Networks, Computer Machine Learning Forensic Dentistry
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Artificial intelligence for sex determination of skeletal remains: Application of a deep learning artificial neural network to human skulls.

Journal of forensic and legal medicine Jan 4, 2019
A deep learning artificial neural network was adapted to the task of sex determination of skeletal remains. The neural network was trained on images of 900 skulls virtually reconstructed from hospital CT scans. When tested on previously unseen images...
Humans Neural Networks, Computer Software Tomography, X-Ray Computed Female Adult Imaging, Three-Dimensional Australia Sex Determination by Skeleton Male Deep Learning Skull Forensic Anthropology
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Sex determination from the femur in Portuguese populations with classical and machine-learning classifiers.

Journal of forensic and legal medicine Aug 24, 2017
The assessment of sex is of paramount importance in the establishment of the biological profile of a skeletal individual. Femoral relevance for sex estimation is indisputable, particularly when other exceedingly dimorphic skeletal regions are missing...
Male Middle Aged Logistic Models Aged, 80 and over Young Adult Adult Machine Learning Female Aged Humans Femur Portugal Forensic Anthropology Discriminant Analysis Sex Determination by Skeleton
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Big data in forensic science and medicine.

Journal of forensic and legal medicine Aug 12, 2017
In less than a decade, big data in medicine has become quite a phenomenon and many biomedical disciplines got their own tribune on the topic. Perspectives and debates are flourishing while there is a lack for a consensual definition for big data. The...
Humans Periodicals as Topic Data Mining Datasets as Topic Forensic Sciences
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Prediction of cause of death from forensic autopsy reports using text classification techniques: A comparative study.

Journal of forensic and legal medicine Jul 4, 2017
OBJECTIVES: Automatic text classification techniques are useful for classifying plaintext medical documents. This study aims to automatically predict the cause of death from free text forensic autopsy reports by comparing various schemes for feature ...
Documentation Terminology as Topic Natural Language Processing Cause of Death Autopsy Humans Machine Learning
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