AIMC Topic: Autopsy

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Measurement-oriented deep-learning workflow for improved segmentation of myelin and axons in high-resolution images of human cerebral white matter.

Journal of neuroscience methods Aug 1, 2019
BACKGROUND: Standard segmentation of high-contrast electron micrographs (EM) identifies myelin accurately but does not translate easily into measurements of individual axons and their myelin, even in cross-sections of parallel fibers. We describe aut...
Microscopy, Electron White Matter Cerebrum Myelin Sheath Axons Image Interpretation, Computer-Assisted Humans Deep Learning Workflow Autopsy
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Machine learning performance in a microbial molecular autopsy context: A cross-sectional postmortem human population study.

PloS one Apr 15, 2019
BACKGROUND: The postmortem microbiome can provide valuable information to a death investigation and to the human health of the once living. Microbiome sequencing produces, in general, large multi-dimensional datasets that can be difficult to analyze ...
Datasets as Topic DNA, Archaeal Autopsy High-Throughput Nucleotide Sequencing Postmortem Changes RNA, Ribosomal, 16S Sequence Analysis, DNA Microbiota Adult Cross-Sectional Studies Male Time Factors Aged DNA, Bacterial Aged, 80 and over Middle Aged Humans Young Adult Adolescent Machine Learning Female
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Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text.

Journal of biomedical informatics Feb 26, 2018
We address the assignment of ICD-10 codes for causes of death by analyzing free-text descriptions in death certificates, together with the associated autopsy reports and clinical bulletins, from the Portuguese Ministry of Health. We leverage a deep n...
Natural Language Processing Autopsy Data Mining International Classification of Diseases Clinical Coding Death Certificates Humans Neural Networks, Computer Electronic Health Records
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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 ...
Terminology as Topic Humans Cause of Death Autopsy Documentation Machine Learning Natural Language Processing
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Automatic ICD-10 multi-class classification of cause of death from plaintext autopsy reports through expert-driven feature selection.

PloS one Feb 6, 2017
OBJECTIVES: Widespread implementation of electronic databases has improved the accessibility of plaintext clinical information for supplementary use. Numerous machine learning techniques, such as supervised machine learning approaches or ontology-bas...
Death Humans Autopsy International Classification of Diseases Models, Theoretical Algorithms Support Vector Machine Cause of Death Databases, Factual Clinical Decision-Making
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An autopsy case of cardiac tamponade caused by a ruptured ventricular aneurysm associated with acute myocarditis.

Legal medicine (Tokyo, Japan) Dec 8, 2015
We report an autopsy case of hemopericardium caused by rupture of a ventricular aneurysm associated with acute myocarditis in an infant boy aged 2 years and 10 months. Three days before his death, the patient developed fever. On the day of death, he ...
Aneurysm, Ruptured Cardiac Tamponade Humans Autopsy Child, Preschool Immunohistochemistry Male Rupture, Spontaneous Myocarditis Heart Ventricles
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Artificial Intelligence-Assisted Matching of Human Postmortem Donors to Ocular Research Projects.

Advances in experimental medicine and biology Jan 1, 2025
The scarcity of human ocular samples with short postmortem intervals (PMIs) is a significant issue in ophthalmic research and drug discovery. A contributing factor is that eye banks must manually match donor data to prospective research project crite...
Humans Artificial Intelligence Tissue Donors Databases, Factual Autopsy Retrospective Studies Natural Language Processing Eye Banks Biomedical Research
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Visualization Analysis of Artificial Intelligence Literature in Forensic Research.

Fa yi xue za zhi Feb 25, 2024
OBJECTIVES: To analyze the literature on artificial intelligence in forensic research from 2012 to 2022 in the Web of Science Core Collection Database, to explore research hotspots and developmental trends.
Autopsy Forensic Sciences Artificial Intelligence China Forensic Medicine
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The artificial intelligence in autopsy and crime scene analysis.

La Clinica terapeutica Jan 1, 2024
BACKGROUND: In the evolving field of forensic medicine, artificial intelligence (AI) technologies may revolutionize traditional autopsy practices by enhancing the precision and efficiency of postmortem examinations.
Humans Neural Networks, Computer Autopsy Artificial Intelligence Machine Learning Forensic Medicine
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New perspectives of forensic pathology through machine learning approach on autopsy data: a pilot study.

La Clinica terapeutica Jan 1, 2024
BACKGROUND: The analysis, interpretation and storage of information is entrusted to the individual expert, who bases his judgments on the knowledge resulting from the experience. The aim of this experimental study is to analyse and introduce a new li...
Forensic Pathology Organ Size Cause of Death Autopsy Humans Female Machine Learning Aged Male Adult Middle Aged Pilot Projects
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