AIMC Topic: Forensic Anthropology

Clear Filters Showing 31 to 40 of 52 articles

LCANet: Learnable Connected Attention Network for Human Identification Using Dental Images.

IEEE transactions on medical imaging Mar 2, 2021
Forensic odontology is regarded as an important branch of forensics dealing with human identification based on dental identification. This paper proposes a novel method that uses deep convolution neural networks to assist in human identification by a...
Humans Neural Networks, Computer Forensic Anthropology
View on PubMed DOI

Temporal Convolutional Neural Networks for Radar Micro-Doppler Based Gait Recognition.

Sensors (Basel, Switzerland) Jan 7, 2021
The capability of sensors to identify individuals in a specific scenario is a topic of high relevance for sensitive sectors such as public security. A traditional approach involves cameras; however, camera-based surveillance systems lack discretion a...
Humans Neural Networks, Computer Gait Forensic Anthropology Ultrasonography, Doppler Radar
View on PubMed DOI

On the use of machine learning algorithms in forensic anthropology.

Legal medicine (Tokyo, Japan) Aug 6, 2020
The classification performance of the statistical methods binary logistic regression (BLR), multinomial and penalized multinomial logistic regression (MLR, pMLR), linear discriminant analysis (LDA), and the machine learning algorithms naïve Bayes cla...
Support Vector Machine Discriminant Analysis Pelvis Algorithms Female Male Forensic Anthropology Body Remains Sex Determination by Skeleton Racial Groups Skull Humans Machine Learning
View on PubMed DOI

Data mining for sex estimation based on cranial measurements.

Forensic science international Aug 2, 2020
The aim of the present study is to develop effective and understandable classification models for sex estimation and to identify the most dimorphic linear measurements in adult crania by means of data mining techniques. Furthermore, machine learning ...
Humans Machine Learning Forensic Anthropology Data Mining Sex Determination by Skeleton Skull Middle Aged Adolescent Imaging, Three-Dimensional Anatomic Landmarks Cephalometry Logistic Models Aged, 80 and over Decision Trees Algorithms Young Adult Tomography, X-Ray Computed Adult Aged
View on PubMed DOI

Exploration and Research of Human Identification Scheme Based on Inertial Data.

Sensors (Basel, Switzerland) Jun 18, 2020
The identification work based on inertial data is not limited by space, and has high flexibility and concealment. Previous research has shown that inertial data contains information related to behavior categories. This article discusses whether inert...
Humans Neural Networks, Computer Forensic Anthropology
View on PubMed DOI

Sex estimation from sacrum and coccyx with discriminant analyses and neural networks in an equally distributed population by age and sex.

Forensic science international Sep 12, 2019
Sex estimation is an essential step in the process of the identification of the skeletal remains in forensic anthropology since it reduces the number of possible matches by half. In this study, sex estimation with 21 sacral and coccygeal metric param...
Forensic Anthropology Coccyx Turkey Humans Sex Determination by Skeleton Male Neural Networks, Computer Sacrum Middle Aged Tomography, X-Ray Computed Discriminant Analysis Young Adult Female Adult Aged
View on PubMed DOI

CADOES: An interactive machine-learning approach for sex estimation with the pelvis.

Forensic science international Jul 5, 2019
The pelvis is consistently regarded as the most sexually dimorphic region of the human skeleton, and methods for sex estimation with the pelvic bones are usually very accurate. In this investigation, population-specific osteometric models for the ass...
Humans Female Male Neural Networks, Computer Machine Learning Datasets as Topic Logistic Models Sex Determination by Skeleton Pelvic Bones Forensic Anthropology Least-Squares Analysis
View on PubMed DOI

Sex estimation using sternum part lenghts by means of artificial neural networks.

Forensic science international May 10, 2019
In addition to the pelvis, cranium and phalanges, the sternum is also used for postmortem sex identification. Bone measurements may be obtained on cadaveric bones. Alternatively, computerized tomography may be used to obtain measurements close to the...
Sternum Forensic Anthropology Tomography, X-Ray Computed Female Humans Male Adult Neural Networks, Computer Middle Aged Sex Determination by Skeleton
View on PubMed DOI

SPINNE: An app for human vertebral height estimation based on artificial neural networks.

Forensic science international Mar 6, 2019
The absence or poor preservation of vertebrae often prevent the application of the anatomical method for stature estimation. The main objective of this paper was to develop a web app based on artificial neural network (ANN) models to estimate the ver...
Young Adult Adult Male Humans Neural Networks, Computer Female Middle Aged Body Height Mobile Applications Forensic Anthropology Spine
View on PubMed DOI

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...
Male Deep Learning Imaging, Three-Dimensional Skull Forensic Anthropology Australia Sex Determination by Skeleton Tomography, X-Ray Computed Female Adult Humans Neural Networks, Computer Software
View on PubMed DOI
Popular Topics
Recent Journals