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Kisbye LW, Rickert A, Hasselstrøm JB, Andersen CU, Lund HA, Rohde MC, Boel LWT. Enhanced autopsy triage (EA-Triage) in drug-related deaths: integrating quick toxicological analysis and postmortem computed tomography. Forensic Sci Med Pathol 2024:10.1007/s12024-024-00819-2. [PMID: 38683282 DOI: 10.1007/s12024-024-00819-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2024] [Indexed: 05/01/2024]
Abstract
The objective was to assess the diagnostic accuracy of an enhanced autopsy triage (EA-Triage) setup consisting of postmortem computed tomography (PMCT), simulated quick toxicological analysis (sQTA), external examination, and case information in determining cause of death (COD) in persons with past or current use of illegal drugs (drug-related deaths). Information on drug-related deaths selected for medico-legal autopsy in 2020-2021 at the Department of Forensic Medicine, Aarhus University, Denmark, was analyzed retrospectively. The included cases underwent conventional autopsy, PMCT, and systematic toxicological analysis. A board-certified forensic pathologist, who was blinded to the internal examination and COD from the medico-legal autopsy, determined COD based on the EA-Triage setup. 154 cases with a median age of 40.6 years (range 17-70 years, 82% males) were included. The COD determined by medico-legal autopsy and that determined by EA-Triage matched in 113 cases (73%), including those with an unknown COD. EA-Triage and medico-legal autopsy determined unknown COD in 45 (29%) and 5 cases (3%), respectively. Excluding cases with an unknown COD, EA-Triage predicted COD in 109 cases (71%); of those, 72 (66%) had no unexplained case circumstances or suspicion of a criminal act. In these 72 cases, the CODs determined by EA-Triage and medico-legal autopsy matched in 71 cases (99%), and the sensitivity and specificity for detecting lethal intoxication were 100% and 90%, respectively. EA-Triage showed strong diagnostic accuracy for determining COD in drug-related deaths. This method may be suitable for enhancing preautopsy triage and guiding police investigations at an early stage.
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Affiliation(s)
- Lea Wold Kisbye
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark.
| | - Annika Rickert
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark
| | - Jørgen Bo Hasselstrøm
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark
| | - Charlotte Uggerhøj Andersen
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark
| | - Henriette Askjær Lund
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark
| | - Marianne Cathrine Rohde
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark
| | - Lene Warner Thorup Boel
- Department of Forensic Medicine, Aarhus University, Palle Juul- Jensens Boulevard 99, Aarhus N, 8200, Denmark
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Heinrich A. Accelerating computer vision-based human identification through the integration of deep learning-based age estimation from 2 to 89 years. Sci Rep 2024; 14:4195. [PMID: 38379027 PMCID: PMC10879188 DOI: 10.1038/s41598-024-54877-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 02/17/2024] [Indexed: 02/22/2024] Open
Abstract
Computer Vision (CV)-based human identification using orthopantomograms (OPGs) has the potential to identify unknown deceased individuals by comparing postmortem OPGs with a comprehensive antemortem CV database. However, the growing size of the CV database leads to longer processing times. This study aims to develop a standardized and reliable Convolutional Neural Network (CNN) for age estimation using OPGs and integrate it into the CV-based human identification process. The CNN was trained on 50,000 OPGs, each labeled with ages ranging from 2 to 89 years. Testing included three postmortem OPGs, 10,779 antemortem OPGs, and an additional set of 70 OPGs within the context of CV-based human identification. Integrating the CNN for age estimation into CV-based human identification process resulted in a substantial reduction of up to 96% in processing time for a CV database containing 105,251 entries. Age estimation accuracy varied between postmortem and antemortem OPGs, with a mean absolute error (MAE) of 2.76 ± 2.67 years and 3.26 ± 3.06 years across all ages, as well as 3.69 ± 3.14 years for an additional 70 OPGs. In conclusion, the incorporation of a CNN for age estimation in the CV-based human identification process significantly reduces processing time while delivering reliable results.
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Affiliation(s)
- Andreas Heinrich
- Department of Radiology, Jena University Hospital - Friedrich Schiller University, Am Klinikum 1, 07747, Jena, Germany.
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Moghaddam N, Campana L, Abegg C, Vilarino R, Voland C, Dedouit F, Genet P, Fracasso T. Hidden lesions: a case of burnt remains. Forensic Sci Res 2023; 8:163-169. [PMID: 37621452 PMCID: PMC10445669 DOI: 10.1093/fsr/owad019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 06/27/2023] [Indexed: 08/26/2023] Open
Abstract
One of the many challenging cases that forensic pathologists, anthropologists, and forensic imaging experts have to face are burnt human remains. Perpetrators frequently attempt to hide/destroy evidence and make the body unidentifiable by exposing it to fire. We present a case of a partially burnt body found in an apartment after an explosion. First, multidetector computed tomography (MDCT) images and the following autopsy revealed several lesions on the cranium. Forensic anthropologists were involved in order to specify the aetiology of the lesions observed on the cranium. Through an interdisciplinary approach bringing together MDCT scans, 3D surface scans, and anthropological analysis, it was possible to answer the questions raised during the autopsy. Analyses demonstrated that there were signs of blunt force trauma on the cranium vault that the perpetrator likely attempted to hide by exposing the body to fire. This case demonstrates the importance of close collaboration between forensic anthropologists, imaging experts, and forensic pathologists. This multidisciplinary approach allows for a better, more complete reconstitution of forensic cases. Key points The analyses of burnt human remains are one of the many challenging tasks that forensic pathologists and anthropologists have to face.We present an occurrence of a partially burnt body after an explosion and forensic anthropologists were asked whether the nature of the lesions observed on the cranium could be further specified.Anthropological analyses of the skull were consistent with the radiological and autopsy report. It was possible to reconstruct the various lesions on the dry bone.The case demonstrates the importance of an interdisciplinary approach and the close collaboration between forensic anthropologists, imaging experts, and forensic pathologists.
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Affiliation(s)
- Negahnaz Moghaddam
- Unit of Forensic Imaging and Anthropology, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
- Swiss Human Institute of Forensic Taphonomy, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Lorenzo Campana
- Unit of Forensic Imaging and Anthropology, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Claudine Abegg
- Unit of Forensic Imaging and Anthropology, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Raquel Vilarino
- Unit of Forensic Medicine, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Christelle Voland
- Unit of Forensic Medicine, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Fabrice Dedouit
- Unit of Forensic Imaging and Anthropology, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
- Unit of Forensic Imaging and Anthropology, University Centre of Legal Medicine Lausanne-Geneva, Geneva University Hospital and University of Geneva, Switzerland
- Department of Forensic Pathology, Centre Hospitalier Universitaire de Toulouse, Hôpital Rangeuil, France
- Department of Radiology, Centre Hospitalier de Toulouse, Hôpital Rangeuil, France
| | - Pia Genet
- Unit of Forensic Imaging and Anthropology, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
- Unit of Forensic Medicine, University Centre of Legal Medicine Lausanne-Geneva, Geneva University Hospital and University of Geneva, Switzerland
| | - Tony Fracasso
- Unit of Forensic Medicine, University Centre of Legal Medicine Lausanne-Geneva, Lausanne University Hospital and University of Lausanne, Switzerland
- Unit of Forensic Medicine, University Centre of Legal Medicine Lausanne-Geneva, Geneva University Hospital and University of Geneva, Switzerland
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Žiūkaitė G, Jasaitė M, Chmieliauskas S, Vasiljevaitė D, Laima S, Banionis D, Stasiūnienė J. Homicides Disguised as Fire Deaths. Acta Med Litu 2023; 30:86-96. [PMID: 37575373 PMCID: PMC10417010 DOI: 10.15388/amed.2023.30.1.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 03/10/2023] [Accepted: 03/22/2023] [Indexed: 08/15/2023] Open
Abstract
Background When conducting a forensic examination of burnt bodies, it is important to determine whether the victim was exposed to fire while alive or after death. The differential diagnosis between antemortem and postmortem burning is difficult and often cannot be made based on information obtained solely from the autopsy. The aim of the study is to review current literature on this topic and present clinical cases that illustrate how challenging the determination of vitality during the fire and manner of death can be. Materials and methods We present four cases of burnt homicide victims, illustrating the complexity of forensic determination of the cause of death in the fire and the importance of differential diagnosis of antemortem and postmortem exposure to flames. Results In the forensic assessment autopsy is a fundamental to determine the cause of death. When death is related to fire, particular findings during autopsy can help to suspect that the victim was alive. One of the main antemortem signs is the deposition of soot in the respiratory tract. Another important test is the toxicological analysis, which determines the level of carboxyhaemoglobin in the blood: a concentration of more than 50% indicates that the person died in the fire. Conclusions Forensic examination of burnt bodies requires a comprehensive and detailed assessment of all available data. The autopsy, together with additional diagnostic forensic methods, including histological examination, toxicological analysis and postmortem computed tomography, allows the exact cause of death to be determined.
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Affiliation(s)
| | - Marta Jasaitė
- Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Sigitas Chmieliauskas
- Department of Pathology, Forensic Medicine, Institute of Biomedical Sciences of the Faculty of Medicine of Vilnius University, Vilnius, Lithuania
| | - Diana Vasiljevaitė
- Department of Pathology, Forensic Medicine, Institute of Biomedical Sciences of the Faculty of Medicine of Vilnius University, Vilnius, Lithuania
| | - Sigitas Laima
- Department of Pathology, Forensic Medicine, Institute of Biomedical Sciences of the Faculty of Medicine of Vilnius University
| | - Dalius Banionis
- Department of Pathology, Forensic Medicine, Institute of Biomedical Sciences of the Faculty of Medicine of Vilnius University, Vilnius, Lithuania
| | - Jurgita Stasiūnienė
- Department of Pathology, Forensic Medicine, Institute of Biomedical Sciences of the Faculty of Medicine of Vilnius University, Vilnius, Lithuania
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Sanderson S, Lawler H. Comparing the diagnostic accuracy of post-mortem CT with invasive autopsy in fire-related deaths: a systematic review. Forensic Imaging 2023. [DOI: 10.1016/j.fri.2023.200533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Lyness JR, Collins AJ, Rutty JE, Rutty GN. Comparison of findings identified at traditional invasive autopsy and postmortem computed tomography in suicidal hangings. Int J Legal Med 2022; 136:1865-1881. [PMID: 35960370 PMCID: PMC9576641 DOI: 10.1007/s00414-022-02874-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 08/03/2022] [Indexed: 12/01/2022]
Abstract
Cases of suicidal hanging are a common death referred for medico-legal autopsy throughout the world. Although some advocate using postmortem computed tomography (PMCT) without traditional invasive autopsy (TIA) to investigate such deaths, others reject this approach. There is currently limited evidence to guide practice. In this context, the TIA reports and PMCT images of 50 cases of suspected suicidal hanging during an 11-month period were reviewed. The reviewers were blinded to the findings of the other modality. A Cohen’s Kappa coefficient (K) was calculated to assess agreement between TIA and PMCT across a range of pertinent findings. This analysis demonstrated perfect agreement for identification of a ligature (K = 1.00) and a strong level of agreement for identification of a ligature suspension point (K = 0.832) but only a minimal level of agreement for overall ligature mark (K = 0.223). PMCT demonstrated a weak level of agreement for fractures of hyoid bone (K = 0.555) and thyroid cartilage (K = 0.538). Three probable fractures not identified at TIA were identified on PMCT. TIA was shown to be superior in the identification of intramuscular and laryngeal fracture–related haemorrhage/bruising whereas PMCT was superior to TIA in identifying body gas deposition. There was overall good correlation between the natural disease and trauma identified elsewhere in the body during the TIA and PMCT. The study demonstrates that PMCT can assist the investigation of suspected suicidal hangings. However, the accuracy of many findings is limited, and if it is used as an alternative to the TIA, potentially pertinent findings, such as fractures of the laryngeal cartilages, could be missed.
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Affiliation(s)
| | | | - Jane E Rutty
- The Faculty of Health and Life Sciences, De Montfort University, Leicester, UK
| | - Guy N Rutty
- East Midlands Forensic Pathology Unit, University of Leicester, Leicester, UK
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Henningsen MJ, Larsen ST, Jacobsen C, Villa C. Sensitivity and specificity of post-mortem computed tomography in skull fracture detection-a systematic review and meta-analysis. Int J Legal Med 2022; 136:1363-1377. [PMID: 35286468 DOI: 10.1007/s00414-022-02803-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 02/16/2022] [Indexed: 11/29/2022]
Abstract
Post-mortem computed tomography (PMCT) has been increasingly used as routine examination in forensic pathology. No recent review of the growing number of papers on the ability of PMCT to detect skull fracture exists, and original papers report sensitivities from 0.85 to 1.00. This systematic review (PROSPERO: CRD42021233264) aims to provide a meta-analysis of sensitivity and specificity of PMCT in skull fracture detection. We searched PubMed, MEDLINE and Embase for papers published between January 2000 and August 2021 reporting raw numbers, sensitivity and specificity or Abbreviated Injury Score for PMCT compared to autopsy. Papers without both PMCT and autopsy, no separate reporting of the neuro-cranium, exclusively on children, sharp trauma, gunshot or natural death as well as case reports and reviews were excluded. Two authors independently performed inclusion, bias assessment and data extraction. QUADAS-2 was used for bias assessment and a random effects models used for meta-analysis. From 4.284 hits, 18 studies were eligible and 13 included in the meta-analysis for a total of 1538 cases. All deceased were scanned on multi-slice scanners with comparable parameters. Images were evaluated by radiologists or pathologists. Intra- and inter-observer analyses were rarely reported. In summary, sensitivity of PMCT for detection of fractures in the skull base was 0.87 [0.80; 0.92] with specificity 0.96 [0.90; 0.98], and sensitivity for the vault was 0.89 [0.80; 0.94] with specificity 0.96 [0.91; 0.98]. The mixed samples are a limitation of the review.
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Affiliation(s)
- Mikkel Jon Henningsen
- Department of Forensic Medicine, Section of Forensic Pathology, University of Copenhagen, Frederik V's vej 11, 2100, Copenhagen, Denmark.
| | - Sara Tangmose Larsen
- Department of Forensic Medicine, Section of Forensic Pathology, University of Copenhagen, Frederik V's vej 11, 2100, Copenhagen, Denmark
| | - Christina Jacobsen
- Department of Forensic Medicine, Section of Forensic Pathology, University of Copenhagen, Frederik V's vej 11, 2100, Copenhagen, Denmark
| | - Chiara Villa
- Department of Forensic Medicine, Section of Forensic Pathology, University of Copenhagen, Frederik V's vej 11, 2100, Copenhagen, Denmark
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Sessa F, Esposito M, Messina G, Di Mizio G, Di Nunno N, Salerno M. Sudden Death in Adults: A Practical Flow Chart for Pathologist Guidance. Healthcare (Basel) 2021; 9:870. [PMID: 34356248 PMCID: PMC8307931 DOI: 10.3390/healthcare9070870] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 12/27/2022] Open
Abstract
The medico-legal term "sudden death (SD)" refers to those deaths that are not preceded by significant symptoms. SD in apparently healthy individuals (newborn through to adults) represents a challenge for medical examiners, law enforcement officers, and society as a whole. This review aims to introduce a useful flowchart that should be applied in all cases of SD. Particularly, this flowchart mixes the data obtained through an up-to-date literature review and a revision of the latest version of guidelines for autopsy investigation of sudden cardiac death (SCD) in order to support medico-legal investigation. In light of this review, following the suggested flowchart step-by-step, the forensic pathologist will be able to apply all the indications of the scientific community to real cases. Moreover, it will be possible to answer all questions relative to SD, such as: death may be attributable to cardiac disease or to other causes, the nature of the cardiac disease (defining whether the mechanism was arrhythmic or mechanical), whether the condition causing SD may be inherited (with subsequent genetic counseling), the assumption of toxic or illicit drugs, traumas, and other unnatural causes.
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Affiliation(s)
- Francesco Sessa
- Department of Clinical and Experimental Medicine, University of Foggia, 71122 Foggia, Italy;
| | - Massimiliano Esposito
- Department of Medical, Surgical and Advanced Technologies “G.F. Ingrassia”, University of Catania, 95121 Catania, Italy; (M.E.); (M.S.)
| | - Giovanni Messina
- Department of Clinical and Experimental Medicine, University of Foggia, 71122 Foggia, Italy;
| | - Giulio Di Mizio
- Forensic Medicine, Department of Law, Economy and Sociology, Campus “S. Venuta”, Magna Graecia University, 88100 Catanzaro, Italy;
| | - Nunzio Di Nunno
- Department of History, Society and Studies on Humanity, University of Salento, 73100 Lecce, Italy;
| | - Monica Salerno
- Department of Medical, Surgical and Advanced Technologies “G.F. Ingrassia”, University of Catania, 95121 Catania, Italy; (M.E.); (M.S.)
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