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Effects of ambient humidity and surface topography on fingermark recovery from PLA 3D-printed surfaces 环境湿度和表面形貌对PLA 3d打印表面手印恢复的影响。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-20 DOI: 10.1111/1556-4029.70198
Laura J. Vera Stimpson PhD, Breeshea Robinson Beng (Hons), Julie Bramble MSc, Andrew Langley, Diana-Madalina Suciu MSc

The increasing accessibility of 3D printing, made possible by the affordability of equipment and materials, has led to its widespread adoption in both domestic and industrial applications, with polylactic acid (PLA) being a commonly used material. The layer-by-layer deposition process in fused deposition modeling creates surface texture variations that significantly influence the development and recovery of latent fingermarks. This study examined the effect of raster lines on fingermark development by depositing latent fingermarks on the X, Y, and Z faces of 3D-printed PLA objects. Powder development was applied both along and against the 3D print grain. Development against the grain caused excess powder accumulation within raster lines, partially obscuring ridge detail. In contrast, applying powder along the grain minimized accumulation, enabling clearer visualization of ridge features. Top and side surfaces generally yielded higher quality grades, attributed to smoother surfaces from better interlayer bonding. However, raster lines created discontinuities in ridge transfer, hindering coincident sequence determination. Cyanoacrylate ester fuming effectively addressed this limitation, producing continuous ridge detail on top and side surfaces, and leading to higher quality grades.

由于设备和材料的可负担性,3D打印的可访问性越来越高,这使得其在家庭和工业应用中得到广泛采用,聚乳酸(PLA)是常用的材料。在熔融沉积建模中,逐层沉积过程产生的表面纹理变化会显著影响潜在手印的形成和恢复。本研究通过在3d打印PLA物体的X、Y和Z面沉积潜在手印来检测光栅线对手印发展的影响。粉末显影是沿着和反对3D打印晶粒。对着晶粒的发育导致了光栅线内过量的粉末堆积,部分模糊了山脊的细节。相比之下,沿着颗粒涂抹粉末可以最大限度地减少堆积,使山脊特征更清晰地可视化。由于层间结合更好,表面更光滑,顶部和侧表面通常产生更高的质量等级。然而,栅格线在脊转移中产生不连续,阻碍了一致序列的确定。氰基丙烯酸酯烟熏有效地解决了这一限制,在顶部和侧面表面产生连续的脊状细节,并导致更高质量的等级。
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引用次数: 0
Evaluation of the metabolites 5-aminoisotonitazene, 4′-hydroxy nitazene, N-desethyl isotonitazene, and N-desethyl metonitazene in authentic isotonitazene and metonitazene positive postmortem cases 5-氨基异戊二氮、4′-羟基硝基氮、n -去乙基异戊二氮和n -去乙基甲苯在异戊二氮和甲苯二氮阳性尸检病例中的代谢产物评价
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-20 DOI: 10.1111/1556-4029.70196
Patrick Tishion MS, Doniche Derrick MS, Justine Sorrentino PhD, Gail Cooper PhD

Benzimidazole opioids, isotonitazene (ITZ), and metonitazene (MTZ) and their associated metabolites, 5-aminoisotonitazene (5-AI), 4′-hydroxy nitazene (4′-HN), N-desethyl isotonitazene (N-DI), and N-desethyl metonitazene (N-DM), were evaluated in human postmortem casework. A total of twenty-seven cases that previously tested positive for ITZ (n = 11) and MTZ (n = 16) in routine case analysis were retested for the presence of metabolites in blood and urine specimens by solid-phase extraction and LC/MS/MS. N-DI was the most prevalent metabolite detected in ITZ cases, present in six blood and four urine samples. N-DM was the most prevalent MTZ metabolite, primarily found in urine. 4′-HN was detected in both ITZ and MTZ cases. Fentanyl was the most prevalent co-finding, and all cases were classified as mixed drug intoxications except for two blunt force traumas. Due to the reported potency of N-DI and prevalence of metabolite detection in these cases, this study encourages the addition of nitazene metabolites to routine testing scopes.

本研究对苯并咪唑类阿片类药物异戊二氮(ITZ)和甲硝基氮(MTZ)及其相关代谢物5-氨基异戊二氮(5-AI)、4′-羟基硝基氮(4′-HN)、n -去乙基异戊二氮(N-DI)和n -去乙基甲硝基氮(N-DM)进行了研究。采用固相萃取法和LC/MS/MS法,对27例常规病例分析中ITZ阳性(n = 11)和MTZ阳性(n = 16)的血液和尿液标本进行代谢物检测。N-DI是在ITZ病例中检测到的最普遍的代谢物,存在于6份血液和4份尿液样本中。N-DM是最常见的MTZ代谢物,主要存在于尿液中。在ITZ和MTZ病例中均检测到4′-HN。芬太尼是最常见的共同发现,除两例钝器外伤外,所有病例均归类为混合药物中毒。由于N-DI的效力和代谢物检测在这些病例中的流行,本研究鼓励将nitazene代谢物添加到常规检测范围。
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引用次数: 0
Bruises, abrasions, and scars in children aged 4–14 years in Denmark: A comparison between police-reported cases of physical child abuse and a control group 丹麦4-14岁儿童的瘀伤、擦伤和疤痕:警方报告的儿童身体虐待案件与对照组的比较。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-16 DOI: 10.1111/1556-4029.70199
Liselott Slot MD, Lykke Thorlacius-Ussing PhD, Daniella Justesen MD, Anne Birgitte Dyhre Bugge MD, Niels Lynnerup DMdSc, Carl Johan Wingren PhD, Jytte Banner PhD

Differentiating between abusive and accidental skin lesions in children presents significant challenges. Previous studies of skin lesion patterns have mainly focused on bruises in younger children. In this study, we compare the number, location, and distribution of recent (bruises and abrasions) and older (scars) skin lesions between police-reported cases of physical violence and controls of similar age (4–14 years) in a Danish setting. The study included 262 cases and 119 controls. Skin lesions in 19 body regions were assessed. Univariate and multivariate logistic regression models were conducted including body regions, age group, sex, and activity level. Having scars on the buttocks was conclusively associated with the case group (OR: 5.0; 95% CI: 1.5–17). There was a tendency for cases to have more scars on the upper arms, hands, lower parts of the back (midline), and legs. We did not find an association between recent skin lesions (bruises and abrasions) and physical violence. A difference in activity levels between cases and controls may explain the higher number of recent lesions in the control group. It is crucial to promptly examine children exposed to violence. If this is not possible, examining for older skin lesions remains important.

区分虐待和意外的皮肤损伤的儿童提出了重大挑战。以前对皮肤损伤模式的研究主要集中在年幼儿童的瘀伤上。在这项研究中,我们比较了丹麦警方报告的身体暴力案件和相似年龄(4-14岁)的对照组之间最近(瘀伤和擦伤)和较老(疤痕)皮肤损伤的数量、位置和分布。该研究包括262例病例和119例对照。评估了19个身体区域的皮肤病变。采用单因素和多因素logistic回归模型,包括身体部位、年龄组、性别和活动水平。臀部有疤痕与病例组相关(OR: 5.0; 95% CI: 1.5-17)。上臂、手部、背部下部(中线)和腿部的疤痕较多。我们没有发现最近的皮肤损伤(瘀伤和擦伤)与身体暴力之间的联系。病例和对照组之间活动水平的差异可能解释了对照组近期病变数量较高的原因。及时检查遭受暴力侵害的儿童是至关重要的。如果这是不可能的,检查老年皮肤病变仍然很重要。
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引用次数: 0
Law enforcement-associated fatalities: Thirty years of data from the King County Medical Examiner's Office, Seattle, Washington 与执法有关的死亡:华盛顿西雅图金县法医办公室30年来的数据。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-14 DOI: 10.1111/1556-4029.70193
Richard C. Harruff MD, PhD, J. Matthew Lacy MD, Nicole A. Yarid MD, Amanda Maskovyak MD

Tracking law enforcement-associated fatalities is complicated by an absence of a national database. Death certificates often fail to report deaths due to law enforcement activity. Adopting recommendations by the National Association of Medical Examiners, the present study was conducted using records from the King County Medical Examiner's Office of all deaths associated with law enforcement, including deaths in correctional facilities, from 1995 to 2024. A total of 566 deaths were categorized as Pre-Custody (299) or In-Custody (267). Pre-Custody deaths were subcategorized into: Shooting (178), Vehicular Pursuit (57), Restraint (24), and Other (40). An altercation with law enforcement (40 deaths) or with other individuals (11 deaths) was the most common circumstance preceding the fatal event in the Pre-Custody/Shooting subcategory. In the Pre-Custody/Restraint group, multiple factors contributed to the deaths of all but 5, and stimulant drug intoxication contributed to the deaths of 19. No deaths were caused by tasers or pepper spray. In the In-Custody category, manners of death and demographics differed between deaths from jails and prisons. Racial and ethnic disproportionalities, relative to the county population, were evident in both Pre- and In-Custody deaths. Death certificates mentioned law enforcement involvement in 74% of the Pre-Custody/Shooting deaths and in only 12% of In-Custody deaths due to injuries. As public policies evolve to guide modern policing, creating a national database is imperative. Medical examiners and coroners have an important role in this effort by providing appropriate descriptions in the Describe How Injury Occurred section of death certificates.

由于缺乏全国性的数据库,追踪与执法有关的死亡事件变得更加复杂。死亡证明往往没有报告执法活动造成的死亡。本研究采纳了全国法医协会的建议,利用金县法医办公室1995年至2024年期间与执法有关的所有死亡,包括惩教设施中的死亡的记录进行。共有566例死亡被归类为拘留前(299例)或拘留期间(267例)。拘留前死亡案例被细分为:枪击(178例)、车辆追捕(57例)、约束(24例)和其他(40例)。在羁押前/枪击子类别中,与执法人员发生口角(40人死亡)或与其他人发生口角(11人死亡)是发生致命事件之前最常见的情况。在羁押前/约束组中,多种因素导致了除5人以外的所有死亡,兴奋剂药物中毒导致了19人死亡。没有人死于泰瑟枪或胡椒喷雾。在羁押中死亡类别中,拘留所死亡和监狱死亡的方式和人口统计数据有所不同。在拘留前和拘留期间的死亡中,种族和族裔比例与县人口比例不成比例都很明显。死亡证明提到,74%的拘留前/枪击死亡与执法有关,而在拘留期间因受伤死亡的案件中,执法只涉及12%。随着公共政策的发展,以指导现代警务工作,建立一个国家数据库势在必行。法医和验尸官在这项工作中发挥着重要作用,他们在死亡证明的“描述伤害发生方式”部分提供适当的描述。
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引用次数: 0
Accurately identifying saliva from samples mixed with citric acid-containing beverages by indirect ELISA-based detection of cystatin D 用间接elisa法检测胱抑素D,准确鉴定含柠檬酸饮料混合样品中的唾液。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-14 DOI: 10.1111/1556-4029.70197
Mana Nagata MS, Jun Ohta PhD, Saki Minegishi PhD, Hisako Saitoh PhD, Koichi Sakurada PhD

In forensic saliva testing, false negatives of the Phadebas® and false positives of the RSID™-saliva methods generated by citric acid are critical issues for interpreting the results. Citric acid-containing beverages, which are typically mixed with forensic saliva samples, may produce indistinguishable results in two commercially available saliva tests in the presence and absence of saliva. To solve this issue, this study aimed to evaluate the usefulness of the indirect enzyme-linked immunosorbent assay (ELISA)-based method of detecting cystatin D to identify saliva in citric acid-containing beverage-mixed samples. Four commercially available beverages were mixed with human saliva or ultrapure water, and the mixed stain samples were examined by the aforementioned three saliva tests. Two conventional saliva tests could not distinguish between the samples with and without saliva. Although the positive detection rates of the ELISA method decreased when mixed with beverages, no saliva-free beverage samples produced false positives. Our results indicate that the detection of cystatin D by indirect ELISA would be useful in identifying saliva from samples potentially mixed with citric acid-containing beverages.

在法医唾液检测中,Phadebas®的假阴性和RSID™-唾液法中柠檬酸产生的假阳性是解释结果的关键问题。含柠檬酸的饮料通常与法医唾液样本混合,在有和没有唾液的两种市售唾液测试中可能产生难以区分的结果。为了解决这一问题,本研究旨在评价基于间接酶联免疫吸附试验(ELISA)的胱抑素D检测方法在含柠檬酸饮料混合样品中检测唾液的有效性。将四种市售饮料与人类唾液或超纯水混合,并通过上述三种唾液测试检测混合染色样品。两种传统的唾液测试不能区分有唾液和没有唾液的样本。虽然与饮料混合后,ELISA法的阳性检出率有所下降,但无唾液饮料样品无假阳性。本研究结果表明,间接ELISA法检测胱抑素D可用于鉴定含有柠檬酸饮料的唾液样品。
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引用次数: 0
Using posterior probability informed thresholds to develop best practice recommendations for MorphoPASSE using the innominate, cranial, and combined traits 使用后验概率通知阈值,利用未命名、颅形和综合特征,制定MorphoPASSE的最佳实践建议。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-12 DOI: 10.1111/1556-4029.70192
Kate M. Lesciotto JD, PhD, Alexandra R. Klales PhD

MorphoPASSE is a free program that estimates sex based on morphological traits of the innominate, cranium, or a combined set of traits; however, MorphoPASSE does not provide recommendations on which set of traits performs best or recommend a posterior probability (PP) threshold for sex classification in modern forensic casework. The goals of this study were to compare accuracy rates when using different sets of traits and when imposing posterior probability informed thresholds (PPITs). Innominate and cranial trait score data were collected from four modern US documented skeletal collections (n = 285). Accuracy rates for five mutually exclusive PP intervals were calculated, and PP intervals that were significantly different from chance were condensed into PPITs. Using a PPIT of 0.85–1.00 produced high accuracy rates of 97.3% for the innominate traits and 90.2% for the cranial traits. Using the combined set of innominate and cranial traits resulted in significantly higher accuracy (99.6%) with a lower PPIT of 0.75–1.00. Additionally, the combined trait model corrected all previous misclassifications by either producing a correct sex classification or leaving the individual unclassified for failing to reach the required PPIT. Therefore, when both elements are available, the combined set of traits is recommended with a 0.75–1.00 PPIT. Individuals with a PP falling between 0.75 and 1.00 should be reported as consistent with the male or female reference samples, while those falling below should be reported as “could not be estimated.” Use of these recommendations will help standardize the use of MorphoPASSE and reporting sex estimation results.

MorphoPASSE是一个免费的程序,可以根据无名、头盖骨或多种特征的形态特征来估计性别;然而,MorphoPASSE并没有就哪一组特征表现最好提供建议,也没有推荐现代法医案件性别分类的后验概率(PP)阈值。本研究的目的是比较使用不同特征集和施加后验概率通知阈值(PPITs)时的准确率。无名和颅骨特征评分数据收集自四个现代美国记录的骨骼标本(n = 285)。计算5个相互排斥的PP区间的准确率,并将与概率差异显著的PP区间浓缩为ppit。使用0.85-1.00的PPIT,对未命名特征的准确率为97.3%,对颅骨特征的准确率为90.2%。使用不知名和颅部特征的组合,准确率显著提高(99.6%),PPIT较低,为0.75-1.00。此外,组合性状模型通过产生正确的性别分类或因未达到所需的PPIT而使个体未分类,纠正了之前所有的错误分类。因此,当这两个元素都可用时,推荐使用0.75-1.00 PPIT组合性状集。PP值介于0.75和1.00之间的个体应报告为与男性或女性参考样本一致,而低于该值的个体应报告为“无法估计”。使用这些建议将有助于规范MorphoPASSE的使用和报告性别估计结果。
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引用次数: 0
A comparative analysis of accuracy and sensitivity in semen testing: ABAcard p30™, RSID Semen™, and Seratec PSA™ 精液检测:ABAcard p30™、RSID semen™和Seratec PSA™的准确性和敏感性比较分析
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-10-09 DOI: 10.1111/1556-4029.70194
Heather Rogers MS, Rhonda C. Williams PhD

Confirmatory semen tests are used to determine the possible presence of semen in an evidence sample. Current test kits target proteins like PSA and semenogelin, but these markers can yield false positive results when identifying potential semen evidence. This study evaluated the sensitivity and specificity of three rapid immunochromatographic semen detection kits: RSID™ Semen, Seratec™ PSA, and ABAcard™ p30. These kits are marketed as confirmatory tests for semen. Test samples included serial semen dilutions, bodily fluids, and materials previously shown to cause false positives. All tests were performed according to manufacturers' protocols. Combined test results indicated a 9.4% false positive rate. False positives occurred across all kits with absorbent hygiene products (e.g., tampons, menstrual pads, and diapers). RSID™ Semen failed to detect semen in a 1:10,000 dilution and when mixed with dirt, indicating a 3% false negative rate and a false positive rate of 9%. ABAcard™ p30 produced false positives with female urine. While Seratec™ PSA demonstrated the highest sensitivity with only a 1% false negative rate, its false positive rate (12%) was the highest observed. ABAcard™ p30 exhibited superior performance with the lowest false positive rate (6%) and a false negative rate of 2%. While most forensic labs have moved away from using these kits as confirmatory tests, it is vital to emphasize why reporting their results as definitive semen evidence is problematic. These tests cannot confirm semen presence and should not be used alone as confirmatory evidence in forensic reports.

精液确认试验用于确定证据样本中精液的可能存在。目前的检测试剂盒针对的是PSA和精液凝胶等蛋白质,但在识别潜在精液证据时,这些标记可能会产生假阳性结果。本研究评估了三种快速免疫层析精液检测试剂盒的灵敏度和特异性:RSID™semen、Seratec™PSA和ABAcard™p30。这些试剂盒作为精液的确证测试销售。测试样本包括连续稀释的精液、体液和以前显示会导致假阳性的材料。所有测试均按照制造商的协议进行。综合检测结果显示假阳性率为9.4%。所有含有吸收性卫生用品(如卫生棉条、月经垫和尿布)的试剂盒均出现假阳性。RSID™精液在1:10 000的稀释和与污垢混合时未能检测到精液,表明假阴性率为3%,假阳性率为9%。ABAcard™p30在女性尿液中产生假阳性。虽然Seratec™PSA表现出最高的敏感性,只有1%的假阴性率,但其假阳性率(12%)是观察到的最高的。ABAcard™p30表现出优异的性能,假阳性率最低(6%),假阴性率为2%。虽然大多数法医实验室已经不再使用这些试剂盒作为确认性测试,但必须强调为什么将其结果报告为明确的精液证据是有问题的。这些检测不能确认精液的存在,不应单独用作法医报告中的确认证据。
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引用次数: 0
Cremation weights for an Italian contemporary sample 意大利当代样品的火化重量。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-09-29 DOI: 10.1111/1556-4029.70181
Barbara Bertoglio MSc, PhD, Matteo Di Maso MSc, PhD, Debora Mazzarelli BSc, Francesca Magli MSc, Alessandra Mazzucchi MSc, PhD, Michela Zana MSc, Giulia Caccia MSc, PhD, Cristina Cattaneo MD, PhD

The increased demand for the study of cremated remains, combined with their poor state of preservation, presents anthropologists with highly complex and challenging cases. In this context, cremains weight is considered a stable parameter, not influenced by the fragmentation state of the remains, useful in anthropological investigations. However, few data are available in the literature so far, and no study has been performed on the Italian population. To this purpose, the present study aims to provide cremains weights from a sample of 160 cremations belonging to Italian adult individuals, who were cremated at the Crematorium of Milan (Italy) recently (2012–2014). Mean weights were reported for both sexes, and the relationship with some anthropological and biological variables (i.e., age at death, height, body weight, and body mass index) was evaluated by univariate and multivariate analyses. As expected, the results showed a significant negative relationship with age at death (p-value: <0.01) and a significant positive relationship with the remaining variables, especially in males (p-value: <0.01). Comparison with the literature showed a close similarity with Portuguese data and a midway position between Asian and American samples, thus suggesting an intercontinental variation. However, few pieces of information are available so far to understand such variation, and further analyses are needed to identify the factors able to explain the variation observed. This is the first study supplying cremains weights for a middle-aged and elderly Italian sample. This data could help anthropologists during the evaluation of human cremated remains by complementing or supporting other evidence.

对火化遗骸研究的需求不断增加,加之其保存状况不佳,这给人类学家带来了高度复杂和具有挑战性的案例。在这种情况下,骨灰重量被认为是一个稳定的参数,不受遗体破碎状态的影响,在人类学调查中很有用。然而,到目前为止,文献中几乎没有可用的数据,也没有对意大利人口进行过研究。为此,本研究旨在提供最近(2012-2014)在意大利米兰火葬场火化的160名意大利成年人的骨灰重量样本。报告了男女的平均体重,并通过单变量和多变量分析评估了与一些人类学和生物学变量(即死亡年龄、身高、体重和体重指数)的关系。正如预期的那样,结果显示与死亡年龄呈显著负相关(p值:
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引用次数: 0
The impact of institutional authority on forensic evidence evaluation by criminal justice professionals 制度权威对刑事司法专业人员法医证据评价的影响。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-09-25 DOI: 10.1111/1556-4029.70190
Rosanne H. D. de Roo MSc, Lonneke Stevens PhD, Christianne J. de Poot PhD

Accurate and reliable decision-making in the criminal justice system depends on accurate expert reporting and on the correct interpretation of evidence by the judges, prosecutors, and defense lawyers. The present study aims to gain insight into the judiciary's capability to assess the accuracy and reliability of forensic expert reports by first examining the extent to which criminal justice professionals are able to differentiate between an accurate (or sound) expert report and an inaccurate (or unsound) expert report. In an online questionnaire, 133 participants assessed both a sound and an unsound expert report. The findings show that, on average, participants were unable to significantly distinguish between sound and unsound forensic expert reports. Second, the study explored the influence of institutional authority on the evaluation of forensic expert reports. Reports that were not recognized as flawed—particularly those originating from well-known and reputable institutions—were subjected to less critical examination, increasing the risk of evaluation errors. These results suggest that the perceived institutional authority influences the assessment of forensic evidence. The study highlights the need for tools to support criminal justice professionals in evaluating forensic evidence, particularly when experts are unregistered. Recommendations include adhering to established quality standards, consulting counter-expert evaluations, improving courtroom communication, and enhancing forensic knowledge through training. Overall, the findings underscore the importance of critical evidence evaluation to reduce the risk of misinterpretation and wrongful convictions in the judicial process.

在刑事司法系统中,准确可靠的决策取决于准确的专家报告以及法官、检察官和辩护律师对证据的正确解释。本研究旨在通过首先检查刑事司法专业人员能够区分准确(或健全)专家报告和不准确(或不健全)专家报告的程度,深入了解司法机构评估法医专家报告准确性和可靠性的能力。在一份在线调查问卷中,133名参与者评估了一份健全和一份不健全的专家报告。研究结果表明,平均而言,参与者无法显著区分可靠和不可靠的法医专家报告。其次,研究探讨了制度权威对法医鉴定报告评价的影响。那些没有被认为有缺陷的报告,特别是那些来自知名和信誉良好的机构的报告,受到的审查不那么严格,增加了评估错误的风险。这些结果表明,感知的制度权威影响法医证据的评估。该研究强调需要工具来支持刑事司法专业人员评估法医证据,特别是在专家未注册的情况下。建议包括遵守既定的质量标准、咨询反专家评估、改善法庭沟通以及通过培训提高法医知识。总的来说,调查结果强调了关键证据评估对于减少司法程序中误解和错误定罪的风险的重要性。
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引用次数: 0
Cross-comparison of barefoot and sock-clad footprint evidence using an enhanced Siamese network approach 使用增强型暹罗网络方法交叉比较赤脚和穿袜子的足迹证据。
IF 1.8 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2025-09-23 DOI: 10.1111/1556-4029.70180
Yangbo Li BEng, Baien Guo BEng, Yao Shen PhD, Shuliang Hu BEng, Zhihui Li PhD, Lei Yang BEng, Yuxin Wei PhD

Traditional barefoot impression examination faces significant limitations in comparing impressions with sock-clad impressions. This paper presents the first cross-comparison study of barefoot and sock-clad impressions in challenging mixed datasets. We propose an enhanced Siamese network approach for the cross-comparison of barefoot and sock-clad impression evidence. Our methodology employs a dual-branch feature extraction framework based on ResNet34, enhanced with a channel-level generalized mean (GeM) pooling strategy and metric learning through hard sample mining. Research utilized 800 right footprint samples from 800 participants, augmented with 800 left footprint samples generated through mirror transformation, totaling 1600 samples for evaluation. Experimental results demonstrate that the proposed method achieves 63.4% Top-1 accuracy and 90.9% Top-10 accuracy in challenging mixed retrieval environments. The ResNet34 architecture with improved GeM pooling showed superior performance compared to alternative network architectures and pooling strategies. This research addresses critical challenges in the comparison of sock-clad impressions to barefoot impressions, particularly for cases where perpetrators wear socks to minimize distinctive impression evidence and sounds in burglary, homicide, and other crimes, providing a more objective, quantifiable automatic comparison method for barefoot and sock-clad impression identification with substantial practical value for criminal investigations.

传统的光脚印痕检查在印痕与穿袜子印痕的比较上存在明显的局限性。本文提出了赤脚和穿袜子的印象在具有挑战性的混合数据集的首次交叉比较研究。我们提出了一种增强的暹罗网络方法来交叉比较赤脚和穿袜子的印象证据。我们的方法采用了基于ResNet34的双分支特征提取框架,并通过硬样本挖掘增强了通道级广义均值(GeM)池化策略和度量学习。研究利用800名参与者的800个右足迹样本,加上镜像变换生成的800个左足迹样本,共1600个样本进行评估。实验结果表明,该方法在具有挑战性的混合检索环境下,Top-1准确率为63.4%,Top-10准确率为90.9%。与其他网络架构和池化策略相比,具有改进GeM池化的ResNet34架构表现出卓越的性能。本研究解决了穿袜子印痕与赤脚印痕比较中的关键挑战,特别是在入室盗窃、杀人等犯罪中,犯罪者为了减少独特的印痕证据和声音而穿袜子的情况下,为赤脚印痕与穿袜子印痕的识别提供了一种更客观、可量化的自动比较方法,对刑事侦查具有重要的实用价值。
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引用次数: 0
期刊
Journal of forensic sciences
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