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When fire burns the evidence – Lesson 1: It is not always what it seems 当烈火焚烧证据时--第 1 课:事情并不总是看起来那样
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-07-09 DOI: 10.1016/j.legalmed.2024.102483
Dario Raniero , Michela Schiraldi , Francesco Ausania , Stefania Turrina , Domenico De Leo

When a charred corpse is found, a primary unavoidable phase of the subject’s identification is performed. Then, the medico-legal investigation must clarify whether the charring occurred before or after death, and so establish a differential diagnosis between accidental, homicidal, or suicidal modality.

We report three cases of charred corpses in which a death dynamic was initially suspected but subsequently disproved: a suicidal intoxication in arson at first thought to be homicidal strangulation, a suicidal hanging revealed by neck haemorrhages in a suspected accidental fire, a femicide through ligature strangulation concealed with the simulation of a car accident.

Many of the events are accidental, related to fires or traffic accidents. However, it must be considered that charring following a murder was deliberately provoked to prevent the identification of the subject and to conceal evidence of how the murder occurred. Because of the complex operational conditions in the study of a charred corpse, all the diagnostic tools proper to forensic science should be held beyond the preliminary circumstantial suggestions.

We aim to emphasise the importance of a multidisciplinary approach since the solution of the three cases was possible thanks to the combination of crime scene investigation, radiological exams, autopsy, and histopathological and genetic analysis.

当发现一具被烧焦的尸体时,首先不可避免地要进行主体鉴定。然后,法医调查必须澄清焦化是发生在死亡之前还是之后,从而确定意外、他杀或自杀方式之间的鉴别诊断。我们报告了三起尸体烧焦的案例,在这些案例中,死亡动态最初被怀疑,但后来又被推翻:纵火案中的自杀性中毒最初被认为是他杀性勒死;疑似意外火灾中的自杀性上吊,颈部大出血揭示了自杀性上吊;模拟车祸掩盖了结扎性勒死。然而,必须考虑到的是,谋杀案后的炭化是故意挑起的,目的是为了防止辨认出被害者,并掩盖谋杀发生的证据。我们的目的是强调多学科方法的重要性,因为这三个案件的侦破是通过犯罪现场调查、放射学检查、尸体解剖、组织病理学和遗传学分析等综合手段实现的。
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引用次数: 0
An autopsy case of intoxication caused by drug interaction with multiple psychotropic drugs, fluvoxamine, levomepromazine, and trihexyphenidyl 一个因与多种精神药物、氟伏沙明、左旋美丙嗪和三苯氧胺相互作用而导致中毒的尸检病例。
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-07-01 DOI: 10.1016/j.legalmed.2024.102482
Sella Takei , Hiroshi Kinoshita , Mostofa Jamal , Tadayoshi Yamashita , Etsuko Tanaka , Sachiko Kawahara , Hiroko Abe , Kunihiko Tsutsui , Takehiko Murase

A case of death due to combined use of multiple drugs is reported, and the pharmacokinetic interactions are discussed. A woman in her thirties was found dead in her home. A medico-legal autopsy found no findings suggestive of injury or natural disease.

Toxicological analysis using liquid chromatography tandem mass spectrometry (LC-MS/MS) identified a toxic level of fluvoxamine (0.947 µg/mL), and concentrations greater than the therapeutic levels of levomepromazine (0.238 µg/mL) and trihexyphenidyl (0.225 µg/mL) were present, while bromazepam, haloperidol, sulpiride, and 7-aminoflunitrazepam were within or below their therapeutic ranges.

Fluvoxamine is mainly metabolized by cytochrome P450 2D6 (CYP2D6), and levomepromazine is a potent CYP2D6 inhibitor. A high concentration of levomepromazine may increase the blood fluvoxamine level. Since the combined use of levomepromazine and fluvoxamine induces seizures, it may have been involved in causing the subject’s death. In addition, combined use of trihexyphenidyl may potentiate anticholinergic effects of fluvoxamine overdose, including convulsions and coma. It was concluded that the cause of the subject’s death was the interaction of multiple drugs.

报告了一例因联合使用多种药物而导致死亡的病例,并讨论了药代动力学相互作用。一名 30 多岁的妇女被发现死于家中。法医尸检没有发现受伤或自然疾病的迹象。使用液相色谱串联质谱法(LC-MS/MS)进行的毒理学分析确定了氟伏沙明的毒性水平(0.947 微克/毫升),左美丙嗪(0.238 微克/毫升)和三羟苯丙胺(0.225 微克/毫升)的浓度高于治疗水平,而溴西泮、氟哌啶醇、舒必利和 7-aminoflunitrazepam 的浓度在其治疗范围之内或以下。氟伏沙明主要通过细胞色素 P450 2D6 (CYP2D6)代谢,而左美丙嗪是一种强效的 CYP2D6 抑制剂。高浓度的左美丙嗪可能会增加氟伏沙明的血药浓度。由于联合使用左美丙嗪和氟伏沙明会诱发癫痫发作,因此可能是导致受试者死亡的原因之一。此外,联合使用三苯氧胺可能会增强氟伏沙明过量时的抗胆碱能效应,包括抽搐和昏迷。结论是,受试者的死因是多种药物的相互作用。
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引用次数: 0
Facial morphological analysis for the development of a representative atlas of the brazilian population 为编制巴西人口代表性图集而进行的面部形态分析
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-07-01 DOI: 10.1016/j.legalmed.2024.102473
Tainá Nascimento Falcão , Laíse Nascimento Correia Lima , Lucas Faria Porto , Carlos Eduardo Palhares Machado , Bianca Marques Santiago

The objective of this study was to propose categories of morphological classification for the face and its anatomical structures, as well as to propose illustrations to support the development of an atlas that facilitates facial morphological analysis of adult Brazilians. It was a descriptive study based on the analysis of the frequency and distribution of 13 photoanthropometric facial ratios (RFAs) obtained from a representative sample of the Brazilian population. RFAs related to facial height and width, eye width, intercanthal distance, nose length and width, philtrum ridge height and width, mouth thickness and width, upper and lower lip thickness, and chin height were analyzed. The study included a sample of 5.000 individuals aged between 18 and 22 years, evenly distributed between genders. Data normality was assessed using the Shapiro-Wilk test, considering them as parametric when p > 0.05. For the RFAs that showed normal distribution, mean ± 1.5 standard deviations (SD) were used to categorize facial measurements as regular, below average, or above average. Non-parametric RFAs were analyzed based on the median and 10th and 90th percentiles of the data. Based on the established average iris diameter, which is considered the most stable facial measurement, the values of the described RFAs were converted to a numerical scale in centimeters, allowing for the illustration of female and male faces. In this way, it was possible to categorize the facial anatomical structures and, consequently, visualize the facial morphological pattern of the adult Brazilian population.

这项研究的目的是为面部及其解剖结构的形态分类提出建议,并提出图解,以支持巴西成人面部形态分析图集的开发。这是一项描述性研究,分析了从巴西人口代表性样本中获得的 13 个面部光人类测量比率(RFAs)的频率和分布情况。研究分析了与面部高度和宽度、眼宽、鼻间距、鼻长和鼻宽、腮脊高度和宽度、嘴的厚度和宽度、上下唇厚度和下巴高度有关的 RFAs。这项研究的样本包括 5000 名年龄在 18 至 22 岁之间的人,性别分布均匀。数据的正态性采用 Shapiro-Wilk 检验法进行评估,当 p > 0.05 时将其视为参数数据。对于呈正态分布的 RFA,采用平均值 ± 1.5 标准差(SD)将面部测量值分为正常、低于平均值或高于平均值。非参数 RFA 根据数据的中位数、第 10 和第 90 百分位数进行分析。平均虹膜直径被认为是最稳定的面部测量值,根据已确定的平均虹膜直径,所述 RFA 的值被转换为以厘米为单位的数字刻度,以便说明女性和男性的面部情况。通过这种方法,可以对面部解剖结构进行分类,从而直观地了解巴西成年人口的面部形态模式。
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引用次数: 0
Population specific dental age estimation model for South Indian children based on normalized open apices method: A cross sectional study 基于归一化开尖法的南印度儿童特定人群牙龄估计模型:横断面研究
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-30 DOI: 10.1016/j.legalmed.2024.102481
Rachana Prabhu , Laxmikanth Chatra , Prashanth Shenoy , K. Yashaswini , Vishnudas Prabhu

Age estimation plays significant role in forensic science especially when there is unavailability of the information concerned to the deceased. Use of population specific models of age estimation results in questionable evidence legally when tried on Indian children. The present study was designed to assess the accuracy of Cameriere’s Italian and Balwant Rai Indian model on South Indian children and to derive and validate a novel model for south Indian children by considering a sample from a larger geographical area with a greater sample size of 2500. Accuracy of both the models for South Indian children was analysed using root mean square error. Significant differences were observed in estimated age across all age groups and between sexes, using above models. Root mean square error using Cameriere’s Italian model was 1.54 and for Balwant Rai Indian model, it was found to be 1.78. The error for all the age groups was found to be 1.49 to 1.60 using Cameriere’s model and 1.41 to 2.1 using Rai’s model. A novel Population specific model was derived based on open apices of left mandibular seven teeth. Root mean square error with novel derived Population specific model was found to be less than 1 year overall being 0.94 and for all the age groups ranged from 0.91 to 0.96. The derived Population specific model exhibits superior accuracy compared to both the models and hence it can be considered for dental age estimation of the south Indian children in medico-legal cases.

年龄估计在法医学中发挥着重要作用,尤其是在无法获得死者相关信息的情况下。在印度儿童身上使用特定人群的年龄估计模型会导致证据的合法性受到质疑。本研究旨在评估卡梅里尔的意大利模型和巴尔万特-拉伊的印度模型在南印度儿童身上的准确性,并通过考虑来自更大地理区域的样本和 2500 个更大样本量,为南印度儿童推导和验证一个新模型。使用均方根误差分析了两种模型对南印度儿童的准确性。使用上述模型,各年龄组和不同性别之间的估计年龄存在显著差异。卡梅里埃意大利模型的均方根误差为 1.54,而巴尔旺特-拉伊印度模型的均方根误差为 1.78。所有年龄组的误差在卡梅里埃模型中为 1.49 至 1.60,在拉伊模型中为 1.41 至 2.1。根据左下颌七颗牙齿的开尖情况,得出了一个新的特定人群模型。发现新推导的特定人群模型的均方根误差小于 1 年,总体为 0.94,所有年龄组的均方根误差在 0.91 至 0.96 之间。与这两种模型相比,推导出的特定人群模型显示出更高的准确性,因此可以考虑在医疗法律案件中对南印度儿童的牙齿年龄进行估计。
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引用次数: 0
Massive bleeding from an infected pseudoaneurysm in an arteriovenous graft that resulted in death: A case report 动静脉移植感染性假性动脉瘤大出血致死:病例报告。
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-26 DOI: 10.1016/j.legalmed.2024.102480
Akiko Tashiro , Shogo Shimbashi , Motoo Yoshimiya , Sakon Noriki , Hideki Hyodoh

We report an autopsy of a death due to a ruptured infected pseudoaneurysm; a man in his 70s was found dead with massive bleeding from the shunt of his right arm. Autopsy and pathological examination revealed that the cause of death was hemorrhagic shock due to rupture of an infected pseudoaneurysm. Ruptured aneurysms and pseudoaneurysm are a complication of dialysis, and death is rare because they are treated immediately on discovery. However, these ruptures often occur in non-medical facilities and could result in death if the patient does not have knowledge of first aid. Thus, patient education is important. Approximately only half of the deaths due to massive bleeding from a shunt are autopsied. In Japan, autopsies or partial autopsies are considered necessary to determine whether a bleeding was traumatic and to prevent medical errors from being overlooked.

我们报告了一起因感染性假动脉瘤破裂导致死亡的尸检病例;一名 70 多岁的男子被发现死于右臂分流管大量出血。尸检和病理检查显示,死亡原因是感染性假动脉瘤破裂导致失血性休克。动脉瘤和假性动脉瘤破裂是透析的一种并发症,由于一经发现就会立即治疗,因此很少发生死亡。但是,这些破裂通常发生在非医疗机构,如果患者不了解急救知识,就可能导致死亡。因此,患者教育非常重要。因分流管大量出血而死亡的患者中,大约只有一半会进行尸检。在日本,尸体解剖或部分尸体解剖被认为是必要的,以确定出血是否是外伤性的,并防止医疗失误被忽视。
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引用次数: 0
Relationship between N-terminal pro-brain natriuretic peptide concentration and heart-type fatty acid-binding protein in postmortem urine 死后尿液中 N 端前脑钠肽浓度与心脏型脂肪酸结合蛋白之间的关系
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-26 DOI: 10.1016/j.legalmed.2024.102479
Shojiro Takasu, Sari Matsumoto, Yuko Kanto, Kyoko Iwadate, Kimiharu Iwadate

The clinical use of N-terminal pro-brain natriuretic peptide (NT-proBNP) and blood concentrations of heart-type fatty acid-binding protein (HFABP) is well-established in diagnosing heart conditions. However, their applicability in forensics is controversial due to postmortem changes. NT-proBNP and HFABP are excreted in the urine due to their small molecular weights and may be found in postmortem urine samples; however, their correlation has not been evaluated. In this study, we compared the concentrations of urinary NT-proBNP and HFABP in 386 forensic autopsy cases. The urinary NT-proBNP levels were significantly higher in acute myocardial infarction (AMI), congestive heart failure (CHF), sepsis, and hyperthermia cases, with the highest levels in CHF cases. Similarly, HFABP concentration was significantly higher in CHF, sepsis, and hyperthermia cases, with the highest level observed in hyperthermia cases. However, the difference in urinary HFABP levels between the AMI and control cases was not significant. Our analysis revealed a correlation between postmortem urine NT-proBNP and HFABP levels, and the NT-proBNP/HFABP ratio was high in patients with CHF and sepsis cases and low in those with hyperthermia. The difference between the ratios was possibly due to the combined release of ventricular myocardial cells in response to ventricular wall stress and myocardial injury for NT-proBNP, as well as myocardial and skeletal muscle injuries for HFABP. This study, for the first time, demonstrates the utility of postmortem measurements of urinary NT-proBNP and HFABP levels, offering valuable insights for improving the accuracy of postmortem diagnosis in forensic medicine.

N 端前脑钠尿肽(NT-proBNP)和心脏型脂肪酸结合蛋白(HFABP)的血液浓度在诊断心脏疾病方面的临床应用已得到广泛认可。然而,由于尸体的变化,它们在法医学中的适用性还存在争议。NT-proBNP 和 HFABP 由于分子量较小,会随尿液排出体外,因此可能会在死后尿液样本中发现这两种蛋白,但它们之间的相关性尚未得到评估。在这项研究中,我们比较了 386 例法医尸检样本中尿液中 NT-proBNP 和 HFABP 的浓度。急性心肌梗死(AMI)、充血性心力衰竭(CHF)、败血症和高热病例的尿液中 NT-proBNP 水平明显较高,其中 CHF 病例的水平最高。同样,充血性心力衰竭、败血症和高热病例的 HFABP 浓度也明显较高,其中高热病例的浓度最高。然而,急性心肌梗死病例和对照组病例尿液中的 HFABP 水平差异并不明显。我们的分析表明,死后尿液中的 NT-proBNP 与 HFABP 水平之间存在相关性,且 CHF 和败血症患者的 NT-proBNP/HFABP 比值较高,而高热患者的比值较低。NT-proBNP和HFABP比率之间的差异可能是由于心室壁应力和心肌损伤对心室心肌细胞的联合释放,以及心肌和骨骼肌损伤对HFABP的影响。这项研究首次证明了死后测量尿液中 NT-proBNP 和 HFABP 水平的实用性,为提高法医学死后诊断的准确性提供了宝贵的见解。
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引用次数: 0
Review of the lethal mechanism of insulin poisoning and the characteristic of forensic identification 回顾胰岛素中毒的致死机制和法医鉴定的特点
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-24 DOI: 10.1016/j.legalmed.2024.102478
Zhonghao Yu , Yuhao Yuan , Jiaxin Zhang, Yiling Li, Zhaoxuan Wang, Yubei Wang, Yijie Duan, Yiwu Zhou

Insulin, as the only hypoglycemic hormone in the body, plays a key role in blood sugar control. However, excessive insulin intake can lead to insulin poisoning and even death, which often occurs in clinical and forensic work. At present, some researches on insulin poisoning have been carried out at home and abroad, however, it seems that the mechanism and forensic characteristics of insulin poisoning are not clear and complete. Therefore, in this paper, we reviewed the potential mechanism of insulin poisoning, the methods of insulin detection and the forensic identification of poisoning cases, aiming at providing services for the forensic identification of insulin poisoning.

胰岛素作为人体内唯一的降糖激素,在血糖控制中起着关键作用。然而,过量摄入胰岛素会导致胰岛素中毒,甚至死亡,这在临床和法医工作中经常发生。目前,国内外已对胰岛素中毒进行了一些研究,但对胰岛素中毒的机理和法医学特征似乎还不够明确和完整。因此,本文综述了胰岛素中毒的潜在机制、胰岛素的检测方法以及中毒案件的法医鉴定,旨在为胰岛素中毒的法医鉴定提供服务。
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引用次数: 0
β stimulator induces upregulation of miR-27a in the rat heart one hour after the injection 注射一小时后,β刺激物诱导大鼠心脏中的 miR-27a 上调。
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-24 DOI: 10.1016/j.legalmed.2024.102475
Tadashi Hosoya , Kazuki Harada , Jun Kanetake

MicroRNAs (miRs) are non-coding small RNA containing 18 to 22 nucleotides, that post-transcriptionally regulates mRNA expression. Chronic injection of β stimulator is known to induce cardiac injury and change of miRs expression level in the heart with some pathological changes such as fibrosis, heart failure, myocardial infarction. We investigated the changes in the expression level of miRs in the rat heart one hour after isoproterenol (a β stimulator) injection.

Male Sprague-Dawley rats were assigned into three groups and received subcutaneous injection of normal sarin (NS) or 0.1 mg/kg isoproterenol (ISO-0.1) or 10 mg/kg isoproterenol (ISO-10). After one hour, we collected their heart and plasma. Total RNA was extracted from the left ventricle and used for deep miRNA sequencing. Based on the results of miRNA sequencing, we performed real-time polymerase chain reaction (RT-PCR) using 8 miR primers. Cardiac injury was evaluated by hematoxylin and eosin, and phosphotungstic acid–hematoxylin staining and measuring troponin-I levels in plasma.

Troponin-I was significantly increased in ISO-0.1 and ISO-10 groups, but histological observation did not show any cardiac necrosis. miRNA sequencing identified 14 upregulated miRs and 12 downregulated miRs. Of the 26 miRs, RT-PCR confirmed miR-144-3p/5p and miR-451-5p were decreased, and that 5 miRs (miR-27a-5p, miR-30b-3p, miR-92a-1-5p, miR-132-5p, miR-582-3p) were upregulated.

This study showed that β stimulus causes downregulation of miR-144/451 cluster and increases expression of five 5 miRs in the heart, especially 6.5-fold upregulation of miR-27a-5p as early as one hour after isoproterenol injection. Therefore, these miRs might be good biomarkers for cardiac injury.

微RNA(miRs)是一种含有18至22个核苷酸的非编码小RNA,可在转录后调节mRNA的表达。众所周知,长期注射β刺激剂会诱发心脏损伤,并改变心脏中miRs的表达水平,导致纤维化、心力衰竭、心肌梗死等病理变化。我们研究了大鼠心脏在注射异丙肾上腺素(一种 β 刺激剂)一小时后 miRs 表达水平的变化。雄性 Sprague-Dawley 大鼠被分为三组,分别皮下注射普通沙林(NS)或 0.1 毫克/千克异搏定(ISO-0.1)或 10 毫克/千克异搏定(ISO-10)。一小时后,我们收集它们的心脏和血浆。从左心室提取总 RNA,用于 miRNA 深度测序。根据 miRNA 测序结果,我们使用 8 个 miR 引物进行了实时聚合酶链反应(RT-PCR)。通过苏木精和伊红、磷钨酸-苏木精染色以及测量血浆中肌钙蛋白-I的水平来评估心脏损伤。ISO-0.1和ISO-10组的肌钙蛋白-I明显升高,但组织学观察并未发现任何心脏坏死。在26个miRs中,RT-PCR证实miR-144-3p/5p和miR-451-5p下降,5个miRs(miR-27a-5p、miR-30b-3p、miR-92a-1-5p、miR-132-5p和miR-582-3p)上调。这项研究表明,β刺激会导致miR-144/451簇下调,并增加心脏中5种miRs的表达,尤其是miR-27a-5p早在注射异丙肾上腺素一小时后就上调了6.5倍。因此,这些 miRs 可能是心脏损伤的良好生物标志物。
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引用次数: 0
Postmortem changes in the eye on computed tomography images 计算机断层扫描图像上的眼球死后变化。
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-24 DOI: 10.1016/j.legalmed.2024.102477
Motoo Yoshimiya, Shogo Shimbashi, Hideki Hyodoh

Background

Ocular tension decreases with increasing postmortem interval (PMI) and eyes collapse with extreme progression of postmortem change; however, time-related changes in postmortem computed tomography (PMCT) findings have not been clarified. This study aimed to quantitatively evaluate the vitreous volume and CT values of the vitreous body to clarify time-related changes in PMCT.

Methods

We retrospectively reviewed PMCT images of the eyes of subjects who underwent autopsy at our institution between July 2023 and February 2024. They were classified into four PMI groups: PMI-1: < 1 day, PMI-2: 1–2 days, PMI-3: 3–6 days, PMI-4: ≥ 7 days. The vitreous volumes and mean CT values of the vitreous chambers were measured. Additionally, the presence of intraocular gas and crystalline lens dislocation was observed.

Results

The PMCT images of 131 eyes of 66 patients (41 males, 25 females) were analyzed. The mean age was 63.7 (22–99) years. The volume of the vitreous cavity was significantly decreased at PMI-3 and PMI-4, which indicated scleral depression. Intraocular gas appeared in PMI-4. Lens dislocation began at PMI-3 and was more frequently observed at PMI-4 and in the higher-temperature environment group.

Conclusion

Ocular findings on PMCT are useful for estimating the time of death.

背景:眼球张力会随着死后间隔(PMI)的增加而降低,眼球会随着死后变化的极端进展而塌陷;然而,死后计算机断层扫描(PMCT)结果中与时间相关的变化尚未明确。本研究旨在定量评估玻璃体体积和玻璃体 CT 值,以明确 PMCT 的时间相关变化:我们回顾性地查看了2023年7月至2024年2月期间在我院接受尸检的受试者的眼部PMCT图像。他们被分为四个 PMI 组:PMI-1:<1天,PMI-2:1-2天,PMI-3:3-6天,PMI-4:≥7天。测量玻璃体体积和玻璃体腔的平均 CT 值。此外,还观察了是否存在眼内气体和晶状体脱位:分析了 66 名患者(41 名男性,25 名女性)131 只眼睛的 PMCT 图像。平均年龄为 63.7(22-99)岁。在 PMI-3 和 PMI-4 处,玻璃体腔的体积明显缩小,这表明巩膜凹陷。PMI-4 出现眼内气体。晶状体脱位始于 PMI-3,在 PMI-4 和较高温度环境组中更常被观察到:结论:PMCT的眼部检查结果有助于估计死亡时间。
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引用次数: 0
Deep learning in sex estimation from photographed human mandible using the Human Osteological Research Collection 利用人类骨质研究收藏库,从拍摄的人类下颌骨中进行性别估计的深度学习。
IF 1.3 4区 医学 Q3 MEDICINE, LEGAL Pub Date : 2024-06-23 DOI: 10.1016/j.legalmed.2024.102476
Anniina Kuha , Jan Ackermann , Juho-Antti Junno , Anna Oettlé , Petteri Oura

Sex estimation is a necessary part of forensic and osteological analyses of skeletal human remains in the construction of a biological profile. Several skeletal traits are sexually dimorphic and used for skeletal sex estimation. The human mandible and morphological traits therein have been long used for sex estimation, but the validity of using the mandible in this purpose has become a concern. In this study, we examined the potential of artificial intelligence (AI) and especially deep learning (DL) to provide accurate sex estimations from the mandible. We used 193 modern South African mandibles from the Human Osteological Research Collection (HORC) in the Sefako Makgatho Health Sciences university with known sex to conduct our study. All mandibles were photographed from the same angle and the photographs were analyzed with an open-source DL software. The best-performing DL algorithm estimated the sex of males with 100% accuracy and females with 76.9% accuracy. However, further studies with a higher number of specimens could provide more reliable validity for using AI when building the biological profile from skeletal remains.

性别估计是对人类遗骸骨骼进行法医和骨骼学分析以构建生物特征的必要组成部分。一些骨骼特征具有性别二态性,可用于骨骼性别估计。人类下颌骨及其形态特征长期以来一直被用于性别估计,但使用下颌骨进行性别估计的有效性已成为一个令人担忧的问题。在这项研究中,我们考察了人工智能(AI),特别是深度学习(DL)在通过下颌骨提供准确性别估计方面的潜力。我们使用了 193 个已知性别的南非现代下颌骨,这些下颌骨来自 Sefako Makgatho 健康科学大学的人类骨骼研究收藏馆(HORC)。所有下颌骨均从同一角度拍摄,并使用开源 DL 软件对照片进行分析。表现最好的 DL 算法估计男性性别的准确率为 100%,估计女性性别的准确率为 76.9%。然而,使用更多标本进行进一步研究,可以为使用人工智能从骨骼遗骸建立生物特征提供更可靠的有效性。
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引用次数: 0
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