{"title":"ISFRI guidelines working group: best practice standards for non-contrast postmortem computed tomography (PMCT) of blunt force trauma","authors":"Jamie Elifritz , Garyfalia Ampanozi , Ludo Beenen , Laura Filograna","doi":"10.1016/j.fri.2025.200630","DOIUrl":"10.1016/j.fri.2025.200630","url":null,"abstract":"","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200630"},"PeriodicalIF":0.8,"publicationDate":"2025-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144595797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-06-30DOI: 10.1016/j.fri.2025.200642
Joël Fehr , Astrid Kurmann , Philippe Handschin , Ampanozi Garyfalia , Sabine Franckenberg , Raffael Golomingi , Till Sieberth , Lars C. Ebert , Akos Dobay
{"title":"Automated volumetric estimation of six basic thoracic and abdominal organs in postmortem computed tomography data using deep learning techniques","authors":"Joël Fehr , Astrid Kurmann , Philippe Handschin , Ampanozi Garyfalia , Sabine Franckenberg , Raffael Golomingi , Till Sieberth , Lars C. Ebert , Akos Dobay","doi":"10.1016/j.fri.2025.200642","DOIUrl":"10.1016/j.fri.2025.200642","url":null,"abstract":"<div><h3>Purpose</h3><div>Computed tomography (CT) has become a widely adopted and standard procedure as an adjunct to autopsies in numerous countries. However, owing to the high number of cases and the limited availability of skilled practitioners, the need to streamline the diagnostic process has spurred the advancement of automated solutions. These solutions leverage deep learning methodologies to potentially automate diagnoses by analyzing postmortem CT data. Here, we show how deep learning techniques enable segmentation and volume evaluation to be concurrently performed for six basic thoracic and abdominal organs in postmortem CT data: the heart, lungs, liver, spleen, kidneys, and urinary bladder. Based on these automated volumetric estimations we automatically derived the weight of the heart, lungs, liver, spleen, and kidneys.</div></div><div><h3>Methods</h3><div>We developed a convolutional neural network tailored for conducting volumetric data segmentation in postmortem computed tomography images based on the U-Net architecture.</div></div><div><h3>Results</h3><div>Our best model achieved an overall Dice score (F<sub>1</sub> score) of 0.907±0.029. The heart, lung, and liver yielded higher scores than did the spleen, kidneys, and urinary bladder. We also automated the weight calculation of the heart, lungs, liver, spleen, and kidneys.</div></div><div><h3>Conclusion</h3><div>Our study demonstrated that a convolution neural network such as U-Net could reliably estimate concurrently the volumes of six basic thoracic and abdominal organs from postmortem CT data. Our study also shows how this information can be subsequently used to automatically estimate their weight. However, post- and perimortem changes pose substantial challenges for automatically processing postmortem CT data.</div></div>","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200642"},"PeriodicalIF":0.8,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144579206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-06-15DOI: 10.1016/j.fri.2025.200633
Jamie Elifritz , Micillo Andrea , Fabrice Dedouit , Laura Filograna
{"title":"ISFRI guidelines working group: Best practice standards for non-contrast postmortem computed tomography (PMCT) of overdose","authors":"Jamie Elifritz , Micillo Andrea , Fabrice Dedouit , Laura Filograna","doi":"10.1016/j.fri.2025.200633","DOIUrl":"10.1016/j.fri.2025.200633","url":null,"abstract":"","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200633"},"PeriodicalIF":0.8,"publicationDate":"2025-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144548335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The sternum as a key to identity: enhancing biological profiling in forensic science","authors":"Sushobhita Singh , Pallavi Kumari , Tejasvi Pandey","doi":"10.1016/j.fri.2025.200640","DOIUrl":"10.1016/j.fri.2025.200640","url":null,"abstract":"<div><h3>Purpose</h3><div>Forensic anthropometry focuses on the precise measurement and analysis of human skeletal elements, which is crucial for constructing biological profiles in forensic investigations. This examination specifically looks at the forensic applications of the sternum, concentrating on its role in estimating sex, stature, and age.</div></div><div><h3>Method</h3><div>The review emphasizes the importance of the combined length of the manubrium and sternal body for accurate estimations of sex and stature, particularly in challenging cases. It explores age estimation based on morphological changes and ossification patterns, noting promising results from some studies. The examination also discusses the integration of digital tools such as 3D imaging and advanced morphometric software to enhance the precision and reliability of sternum-based analyses.</div></div><div><h3>Results</h3><div>The review highlights the sternum’s benefits for estimating sex and stature, as well as the potential for age estimation. Despite the recognized advantages, it points out gaps in the current research, particularly the lack of studies on ancestry estimation.</div></div><div><h3>Conclusion</h3><div>The review offers a thorough overview of the sternum’s forensic value and calls for ongoing research to improve accuracy and broaden its application. It underscores the evolving importance of forensic anthropometry, emphasizing how technological advancements are revolutionizing the analysis of skeletal remains and expanding the capabilities of forensic investigators. The findings highlight the necessity of continued research and innovation in refining sternum-based identification methods for forensic and anthropological applications.</div></div>","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200640"},"PeriodicalIF":0.8,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144280119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-06-03DOI: 10.1016/j.fri.2025.200641
E. Pefferkorn , L. Pestourie , F. Savall , N. Telmon , F. Dedouit , C. Guilbeau-Frugier
{"title":"Fortuitous discovery of a metallic foreign body on post-mortem CT scan: bullet or not bullet?","authors":"E. Pefferkorn , L. Pestourie , F. Savall , N. Telmon , F. Dedouit , C. Guilbeau-Frugier","doi":"10.1016/j.fri.2025.200641","DOIUrl":"10.1016/j.fri.2025.200641","url":null,"abstract":"<div><div>In the expanding field of post-mortem imaging, post-mortem computed tomography (PMCT) has emerged as an essential tool for forensic pathologists. It is particularly valuable for detecting and accurately localizing metallic foreign bodies, thereby assisting the forensic pathologist during the autopsy. This study presents a case of an accidental finding of a foreign body during a PMCT, initially misinterpreted as a potential ballistic foreign body by the forensic pathologist who had quickly reviewed the scan prior to the autopsy, due to its metallic appearance and the victim’s history of involvement in armed conflicts. The forensic pathologist, unaware of a miniaturized pacemaker, specifically a Transcatheter Pacing System (TPS), initially suspected a cardiac bullet but ruled this out upon autopsy, as there were no signs of trauma or cutaneous entry wounds and the discovery of the TPS. Advanced processing techniques allowed the identification of the characteristic anchoring tines of the TPS, confirming its nature and distinguishing it from a bullet. This highlights the importance of precise post-mortem images’ interpretation.</div></div>","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200641"},"PeriodicalIF":0.8,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144263820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-05-29DOI: 10.1016/j.fri.2025.200638
Apameh Khatam-Lashgari , Sara Tangmose Larsen , Mette Lønstrup Harving , Niels Lynnerup , Chiara Villa
{"title":"Forensic age estimation of the knee and clavicle using post-mortem CT","authors":"Apameh Khatam-Lashgari , Sara Tangmose Larsen , Mette Lønstrup Harving , Niels Lynnerup , Chiara Villa","doi":"10.1016/j.fri.2025.200638","DOIUrl":"10.1016/j.fri.2025.200638","url":null,"abstract":"<div><div>Age is crucial for constructing a biological profile to match data from missing persons in Disaster Victim Identification (DVI). For adolescents and young adults, methods often rely on bone end closures. Post-mortem computed tomography (PMCT) is a reliable tool for forensic age estimation in DVI cases. This study aimed to develop reference material for estimating the age of deceased adolescents and young adults using PMCT of the knee and clavicle in a Danish population. Results from the knee and clavicle were compared, and decision trees were created for final age estimates based on various bone combinations. The study included 221 individuals (57 females, 164 males) aged 10-25 years who underwent PMCT before medico-legal autopsy. Using the staging method by Schmeling et al. and Kellinghaus et al. ossification in the distal femoral, proximal tibial, proximal fibular, and medial clavicular epiphyses were evaluated. Large age intervals were observed for all bone stages, except for the earliest and latest clavicle stages. The clavicle stage distribution correlated well with chronological age, and reference values were consistent with previous studies. Individuals of younger age exhibited higher knee-bone stages than clavicle stages. Decision trees indicated that age intervals could be narrowed by combining clavicle stages with femur and fibula stages, though caution is required when intervals are too narrow. This study provides reference material for forensic age estimation in adolescents and young adults using PMCT of the knee and clavicle, relevant in DVI cases where limited body parts are available for analysis.</div></div>","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200638"},"PeriodicalIF":0.8,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144203060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-05-15DOI: 10.1016/j.fri.2025.200632
Jamie Elifritz , Chris O’Donnell , Garyfalia Ampanozi , Thomas Ruder , Lenetta Boyce , Natasha Davendralingam , Maarja Mölder , Laura Filograna , ISFRI Guideline Working Group
{"title":"ISFRI guidelines working group: best practice standards for non-contrast postmortem computed tomography (PMCT) of adults","authors":"Jamie Elifritz , Chris O’Donnell , Garyfalia Ampanozi , Thomas Ruder , Lenetta Boyce , Natasha Davendralingam , Maarja Mölder , Laura Filograna , ISFRI Guideline Working Group","doi":"10.1016/j.fri.2025.200632","DOIUrl":"10.1016/j.fri.2025.200632","url":null,"abstract":"","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200632"},"PeriodicalIF":0.8,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144513986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-05-08DOI: 10.1016/j.fri.2025.200634
Natasha Davendralingam , Ludo Beenen , Jamie Elifritz , Yohsuke Makino , Laura Filograna , ISFRI Guideline Working Group
{"title":"ISFRI guidelines working group: Best practice standards for non-contrast postmortem computed tomography (PMCT) investigations of medical treatment and in-hospital deaths","authors":"Natasha Davendralingam , Ludo Beenen , Jamie Elifritz , Yohsuke Makino , Laura Filograna , ISFRI Guideline Working Group","doi":"10.1016/j.fri.2025.200634","DOIUrl":"10.1016/j.fri.2025.200634","url":null,"abstract":"","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"42 ","pages":"Article 200634"},"PeriodicalIF":0.8,"publicationDate":"2025-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144513984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forensic ImagingPub Date : 2025-04-29DOI: 10.1016/j.fri.2025.200637
Muhammad Faiz Mohd Fauad , Aspalilah Alias , Ker Woon Choy , Helmi Mohd Hadi Pritam , Eric Chung , Arofi Kurniawan , Khalid Ayidh Alqahtani
{"title":"Unlocking sexual dimorphism: geometric morphometrics analysis of the Atlas (C1) bone in Malaysian populations","authors":"Muhammad Faiz Mohd Fauad , Aspalilah Alias , Ker Woon Choy , Helmi Mohd Hadi Pritam , Eric Chung , Arofi Kurniawan , Khalid Ayidh Alqahtani","doi":"10.1016/j.fri.2025.200637","DOIUrl":"10.1016/j.fri.2025.200637","url":null,"abstract":"<div><div>Sexual identification is the most crucial step in the forensic anthropology field. Traditional morphometric techniques, involving caliper-based measurements, are often labor-intensive and time-consuming. In contrast, the geometric morphometric method (GMM) offers a more efficient approach, integrating qualitative and quantitative assessments of biological forms based on precise geometric characterizations of their shape. This study aimed to assess sexual dimorphism of the Atlas (C1) bone on lateral cervical radiographs using GMM. A cross-sectional design was employed, utilizinglateral cervical radiographs from a sample of 413 individuals, including 208 males and 205 females, age ranged between 35 and 45 years old. Six 2D landmarks were identified and marked on the digitalized radiographs using TPSDig2 (Version 2.31) software. GMM analysis conducted by MorphoJ software. Eight principal components (PC) accounted for 100 % of the shape variability produced. Procrustes ANOVA showed that centroid size and shape were significantly different between different sexes. Discriminant function analysis (DFA) revealed a correct classification rate for 87.9 % of cases, with an identification accuracy of 87.0 % for males and 88.8 % for females. There were significant differences among males and females in the height of the C1 vertebral body with <em>p</em> < 0.05 via independent t-test. In conclusion, there was a significant sexual dimorphism of the C1 vertebra by GMM, which could serve as an alternative method in physical anthropology and forensic medicine.</div></div>","PeriodicalId":40763,"journal":{"name":"Forensic Imaging","volume":"41 ","pages":"Article 200637"},"PeriodicalIF":0.8,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143895414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}