Two Decades of Fatal Workplace Accidents in Milan and Monza, Italy: Trends, Work Sectors, and Causes From Autoptic Data.

BACKGROUND: Work-related fatalities represent an important global public health threat, accounting for over 300,000 deaths annually. Despite preventive strategies, fatalities persist, necessitating comprehensive investigations. Autoptic investigations, when ordered, offer comprehensive data on fatal accidents, in particular with detailed information about the type of accident, lesions, and type of work, enabling a thorough analysis of various factors contributing to workplace deaths. This study investigates work-related fatalities in Milan and Monza Brianza, Lombardy, analyzing patterns, industries, and factors leading to death among workers. METHODS: This retrospective study analyzed all fatal work accident data from the Autopsy Database of the Legal Medicine Institute of Milan from January 2000 to December 2022. We also estimated the risk of fatal accidents per 1.00.000 workers using ISTAT data for the different work sectors. RESULTS: Of the 17,841 violent deaths in Milan and Monza Brianza, 308 resulted from work-related accidents. The majority were male (95.1%). The secondary sector showed the higher estimated risk (27 /106 vs. 19/106 in primary and 2.3/106 in tertiary sector) accounted for 78.5% of fatalities, with specialized workers (35.1%) and construction workers (25%) being the most affected. Falls from above were the leading cause of death (36.7%). A decreasing trend in fatal accidents over the study period was observed, with July having the greatest frequency. The most common causes of death were polytrauma (36.4%) and head injuries (19.2%). Non-Italian workers constitute a noteworthy percentage of fatal cases (24%). CONCLUSIONS: The secondary sector has the most fatal accidents at work despite a decrease in accidents over the observed time period. There is a need for rigorous analysis and interventions, using forensic autopsy case data to help understand causes, and collaboration between institutions is encouraged to develop effective preventive policies.

Applications of artificial intelligence in forensic sciences: Current potential benefits, limitations and perspectives.

In recent years, new studies based on artificial intelligence (AI) have been conducted in the forensic field, posing new challenges and demonstrating the advantages and disadvantages of using AI methodologies to solve forensic well-known problems. Specifically, AI technology has tried to overcome the human subjective bias limitations of the traditional approach of the forensic sciences, which include sex prediction and age estimation from morphometric measurements in forensic anthropology or evaluating the third molar stage of development in forensic odontology. Likewise, AI has been studied as an assisting tool in forensic pathology for a quick and easy identification of the taxonomy of diatoms. The present systematic review follows the PRISMA 2020 statements and aims to explore an emerging topic that has been poorly analyzed in the forensic literature. Benefits, limitations, and forensic implications concerning AI are therefore highlighted, by providing an extensive critical review of its current applications on forensic sciences as well as its future directions. Results are divided into 5 subsections which included forensic anthropology, forensic odontology, forensic pathology, forensic genetics, and other forensic branches. The discussion offers a useful instrument to investigate the potential benefits of AI in the forensic fields as well as to point out the existing open questions and issues concerning its application on real-life scenarios. Procedural notes and technical aspects are also provided to the readers.

Explosion-related deaths: An overview on forensic evaluation and implications.

PURPOSE: Explosion-related deaths are uncommon events which require expertise and confidence so that an appropriate death investigation can be performed. The present study aims to provide a detailed forensic analysis of the issues and implications arising in the event of an explosion. METHODS: A retrospective review of casualty data was conducted on electronic literature databases. Cases concerning deadly explosions registered at the Milan Institute of Legal Medicine were examined and analyzed altogether. RESULTS: Explosions may involve closed or open systems. A security assessment of the site is always necessary. Alterations of the site due to rescue procedures can occur; thus, on-site forensic investigation should be adapted to the environment. Then, a study protocol based on autopsy procedures is presented. Application of the postmortem radiology enforces forensic procedures both for the analysis of blast injuries and skeleton fractures, and for identification purposes. Blast injuries typically cause lacerations of the lungs, intestine and major vessels; moreover, hyoid fractures can be documented. Histopathology may help to define blast injuries effectively. Forensic chemistry, toxicology and ballistics provide useful investigative evidence as well as anthropology and genetics. Different forensic topics regarding explosions are discussed through five possible scenarios that forensic pathologists may come across. Scenarios include self-inflicted explosion deaths, domestic explosions, work-related explosions, terrorist events, and explosions caused by accidents involving heavy vehicles. CONCLUSION: The scenarios presented offer a useful instrument to avoid misinterpretations and evaluation errors. Procedural notes and technical aspects are provided to the readers, with an insight on collaboration with other forensic experts.

The Adult Male Rape Victim: Forensic Description of a Series of 57 Cases.

A retrospective analysis on 57 adult male victims of sexual violence has been performed. Age, nationality and anamnesis of the victims, location of the assault, type of violence, number and identity of the assailants, presence of physical injuries, lapse of time between the assault and the request of medical assistance, and toxicological and semen detection tests were analyzed. Victims were mostly in the 31- to 40-year age group. Ten victims referred themselves as either active homosexuals or bisexuals. Forced oral and/or anal penetration was registered in 86.8% of cases, mostly performed by a single assailant. Anogenital injuries were recorded in 61.4% of cases, whereas extragenital injuries in 35.1%: abrasions and perianal reddening were the most frequent acute anogenital marks, whereas the head and lower limbs were the body parts most commonly affected by blunt trauma. No clinically severe injuries were found. Anal and perianal swabs for semen detection tested positive in less than 20% cases, whereas oral swabs always tested negative. When performed, nearly 50% of cases tested positive in drug tests, above all for psychoactive substances. No definite forensic diagnosis in terms of confirmation of rape was possible on the basis of type and topography of injuries.

Asbestos Lung Burden in Necroscopic Samples from the General Population of Milan, Italy.

The present study analysed the asbestos lung burden in necroscopic samples from 55 subjects free from asbestos-related diseases, collected between 2009 and 2011 in Milan, Italy. Multiple lung samples were analysed by light microscopy (asbestos bodies, AB) and EDXA-scanning electron microscopy (asbestos fibres and other inorganic fibres). Asbestos fibres were detected in 35 (63.6%) subjects, with a higher frequency for amphiboles than for chrysotile. Commercial (CA) and non-commercial amphiboles (NCA) were found in roughly similar frequencies. The estimated median value was 0.11 million fibres per gram of dry lung tissue (mf g(-1)) for all asbestos, 0.09 mf g(-1) for amphiboles. In 44 (80.0%) subjects no chrysotile fibres were detected. A negative relationship between asbestos mass-weighted fibre count and year of birth (and a corresponding positive increase with age) was observed for amphiboles [-4.15%, 95% confidence interval (CI) = -5.89 to -2.37], talc (-2.12%, 95% CI = -3.94 to -0.28), and Ti-rich fibres (-3.10%, 95% CI = -5.54 to -0.60), but not for chrysotile (-2.84%, 95% CI = -7.69 to 2.27). Residential district, birthplace, and smoking habit did not affect the lung burden of asbestos or inorganic fibres. Females showed higher burden only for amphiboles (0.12 versus 0.03 mf g(-1) in males, P = 0.07) and talc fibres (0.14 versus 0 mf g(-1) in males, P = 0.03). Chrysotile fibres were shorter and thinner than amphibole fibres and NCA fibres were thicker than CA ones. The AB prevalence was 16.4% (nine subjects) with concentrations ranging from 10 to 110 AB g(-1) dry, well below the 1000 AB g(-1) threshold for establishing occupational exposure. No AB were found in subjects younger than 30 years. Our study demonstrated detectable levels of asbestos fibres in a sample taken from the general population. The significant increase with age confirmed that amphibole fibres are the most representative of cumulative exposure.

Lethal pulmonary thromboembolism: an autopsy-based study on a rare but legally relevant event.

CONTEXT: Pulmonary thromboembolism (PTE) is the severe end stage of many different diseases producing prolonged patient immobilization or a hypercoagulative state. Lethal PTE is also one of the most frequent topics for suspected medical malpractice, especially when dealing with patients originally affected by non-critical illnesses and suddenly killed by a non-prevented embolic event. The crucial forensic question about a lethal PTE is the following one: was this lethal PTE an unpreventable complication or was it a consequence of real medical malpractice? MATERIALS AND METHODS: The authors analyzed the 1999-2009 autopsy archive of the Institute of Forensic Medicine of Milan University and selected all the cases where PTE was the cause of death. For every selected case, the authors also collected all the available demographic and clinical data. Statistical analysis was performed using SPSS V.16.00. RESULTS: In the period 1999-2009, 129 (1.25%) cases out of a total of 10,288 autopsies were diagnosed as having suffered lethal PTE. The male to female ratio was 1:2 (34.1% versus 65.9%). The mean age at death was 67 ± 18 years. In 41% of cases the death occurred outside of the hospital and in the absence of any medical support; in 36.5% of cases it occurred during the territorial paramedical support or during the very first evaluation in the emergency; and in the remaining 22.5% of cases it occurred during a period of hospitalization. In 33.4% of the selected cases, a typical preliminary event was positively identified: a pure major trauma (18.6%); a trauma followed by a major surgery (7%); a major non post-traumatic surgery (7%); and a non-surgical delivery. Symptoms suggesting PTE were detected in 46 cases (35.7%). Nine cases underwent a judicial autopsy in the same original hypothesis of a medical malpractice for incorrect prophylaxis in acutely bed-restricted patients. CONCLUSIONS: Post-surgical PTE cannot be automatically labeled a consequence of medical malpractice. The combination of correct prophylaxis, careful diagnostic monitoring of the high-risk patient and the correct therapy surely reduces the occurrence of lethal PTE, but it does not completely erase such an insidious pathology. In the hypothesis of a causative medical malpractice, only careful analysis by an experienced forensic pathologist can make a reliable distinction between an unpreventable complication and real medical malpractice.

Defensive medicine and outcomes for medical malpractice liability.

Defensive medicine is a significant force driving the high costs of healthcare systems and has a substantial influence on physicians' behavior because they primarily concern about malpractice liability and not patient's health protection. This attitude disagrees with deontological duties and could impair physicians' ability of judgment and clinical reasoning. Reducing defensive medicine also could mean improving the quality in healthcare systems and eliminating unnecessary costs.

Intentional child and adolescent homicides in Milan (Italy): A 30-year interdisciplinary study.

This study aims to discuss the forensic and criminological implications of child homicides in the territory of Milan, Italy. The authors present a retrospective study on all the cases of child and adolescent homicides, that were observed at the Institute of Legal Medicine of Milan (Italy) in the last 30 years (from January 1991 to December 2020). A total of 46 child homicides were collected, focusing on the sociological features, by highlighting peculiar cases, risk factors, potential changing social trends, and comparing our cases with the current literature. The analysis revealed a statistically significant relationship (p < 0.05) for male adolescents and indicated that adolescent homicides were more frequently perpetrated in extrafamilial contexts. In contrast, neonaticides and infanticides were mainly committed at home. Furthermore, the Fisher's Exact test revealed that child murders were mainly committed by immigrants in the Milan district after 2005 (p < 0.05). The two main causes of death were due to sharp and firearm injuries. While the relationship between homicide clusters and homicides committed by sharp objects was not significant, adolescent homicides were mainly committed using firearms (p < 0.05). The present study may help to identify risk factors for homicides against child and adolescent. Consequently, policies that identify, prevent, and minimize this extreme violence should be designed to interrupt the vicious circle of such dreadful murderous events. Child and adolescent homicides deserve additional focus and better education for healthcare professionals and further research should be carried out to develop therapeutic and caring strategies.

Environment, Environmental Crimes, Environmental Forensic Medicine, Environmental Risk Management and Environmental Criminology.

Forensic medicine has always held the human environment, either seen as a source for pathological agents or the background of judicial events, in great consideration. The concept of the environment has evolved through time, expanding itself to include all the physical and virtual sub-spaces in which we exist. We can nowadays talk of technoenvironmental reality; virtual spaces exploded because of the COVID-19 pandemic making us come to terms with the fact that those are the places where we work, where we socialize and, even, where we meet our doctors and can be cured. Artificial Intelligence (AI) has contributed to shaping new virtual realities that have got their own rules yet to be discovered, carved and respected. We already fight a daily battle to save our natural environment: along with the danger of green crimes, comes the need for environmental justice and environmental forensic medicine that will probably develop a forensic branch and an experimental branch, to implement our technical culture leading to definition of the real dimension of the risk itself to improve the role of legal medicine in the Environmental Risk Management. While green criminology addresses widespread green crimes, a virtual environment criminology will also develop, maybe with a contribution of AI in the justice field. For a sustainable life, the environmental revolution must rapidly take place, and there is the need for a new justice, a new forensic medicine and a new criminology too.

Forensic considerations on the two major civilian terrorist events occurred in Milan: A retrospective autopsy-based study.

Explosion-related deaths are a disregarded topic of forensic sciences, despite the pivotal role of the forensic pathologist in such investigations. In fact, very few scientific articles have been published up to now, even if there is a considerable increase of terrorist attacks worldwide due to the use of improvised explosive devices (IEDs). In this paper, the authors show a retrospective autopsy-based study on the two major civilian terrorist events which occurred in Milan (Italy). The first one took place in a closed system, where a gelignite bomb was set inside the National Agriculture Bank in December 1969. 17 people were killed, and all of them underwent forensic autopsies, which were performed at the Milan Institute of Legal Medicine. The second event took place in an open system, where a car bomb exploded in Palestro Street in July 1993. 5 people were killed, forensic autopsies were performed as well. A total of 22 explosion-related deaths were assessed in this study. For each victim, the analysis of clothes, external and internal examinations were reported; furthermore, a statistical analysis using Fisher's exact test was carried out in order to show differences among blast injuries that occurred in a closed system versus an open system. The analysis of the autopsy reports, which included the descriptions of clothes, and the injury patterns allowed a possible reconstruction of the bodily exposure side of the victims in relation to the origin site of the explosive devices.

Prediction model for autopsy diagnosis of driver and front passenger in fatal road traffic collisions.

Road traffic collisions (RTC) analysis is almost a daily activity in many autopsy room. Especially when analyzing an RTC with multiple occupants in the car, it can be necessary to distinguish driver from front seat passenger in order to provide the judicial authority with elements useful to understand and to prove who was driving, considering the criminal and civil responsabilities that may derive from it. Despite this, it is beyond doubt that there is enormous difficulty in providing such information. The aim of this paper is then to evaluate whether it is possible to differentiate driver and front seat passenger in case of fatal collisions using a mathematical model based on injury pattern alone. Autopsy reports concerning 90 drivers and 60 front-seat passengers were analyzed. Statistical analysis was used to detect injuries capable of discriminating between driver and passenger, considering skin, skeletal and visceral injuries. Results show that certain skin injuries, fractures and internal organ lesions are possibly associated with drivers and front seat passenger status and the overall injury pattern seems to be able to provide useful information. A mathematical model is presented. The process to distinguishing driver from front seat passenger following fatal motor vehicle collision may use multiple sources of information, including autopsy injury pattern analysis.

A pilot study for investigating the feasibility of supervised machine learning approaches for the classification of pedestrians struck by vehicles.

This research focuses on the application of Artificial Intelligence (AI) methodologies to the problem of classifying vehicles involved in lethal pedestrian collisions. Specifically, the vehicle type is predicted on the basis of traumatic injury suffered by casualties, exploiting machine learning algorithms. In the present study, AI-assisted diagnosis was shown to have correct prediction about 70% of the time. In pedestrians struck by trucks, more severe injuries were appreciated in the facial skeleton, lungs, major airways, liver, and spleen as well as in the sternum/clavicle/rib complex, whereas the lower extremities were more affected by fractures in pedestrians struck by cars. Although the distinction of the striking vehicle should develop beyond autopsy evidence alone, the presented approach which is novel in the realm of forensic science, is shown to be effective in building automated decision support systems. Outcomes from this system can provide valuable information after the execution of autoptic examinations supporting the forensic investigation. Preliminary results from the application of machine learning algorithms with real-world datasets seem to highlight the efficacy of the proposed approach, which could be used for further studies concerning this topic.

The pathological diagnosis of the height of fatal falls: A mathematical approach.

The authors analyzed the injury pattern of 385 victims of fall from a height which underwent a complete autopsy, with the objective to investigate whether it was possible to construct a mathematical model to be used for height of the fall diagnosis. The cases were selected and enrolled according to a balanced stratification of the heights of the fall, allowing a subdivision into seven classes consisting of 55 subjects each: 6m or less, 9m, 12m, 15m, 18m, 21m, 24m or more (maximum 36m). For each case anthropologic and necroscopic data was collected and analyzed to obtain a standardized description of the injury pattern was obtained, dividing the body into 4 major anatomical areas (Head, Thorax, Abdomen, Skeleton), each of them further divided in 5 major organs. Every organ was finally divided into 5 objective degrees of injury. Statistical analysis was performed on all the available data using IBM SPSS Statistics 20, to test the performance of the "injury pattern assessment table" in the diagnosis of the height of the fall and to develop a related mathematical model. Our findings confirm that the height of the fall is significantly associated with age, weight of the body and the injury pattern. An Injury Pattern Assessment Table and two mathematical models which correlates the height of the fall with analyzed variables are presented.

Alleged malpractice in anesthesiology: analysis of a series of private insurance claims.

BACKGROUND: Medical malpractice is currently a crucial topic and anesthesia is a key specialty for the improvement of patient safety. However, death and permanent impairment due to anesthesia still occur and studies of insurance analysis data are increasing. We investigated the main features of a major Italian insurance broker's archive in order to identify possible recurrent pitfalls in this critical field of medicine. METHODS: Three hundred seventeen Italian claims were analyzed, filling out a standardized form that recorded information on patient and physician's characteristics, procedures, sequence and location of events and outcomes. The operative setting, the type of anesthesia performed the origin of the multidisciplinary team malpractice hypothesis, the final clinical outcome and the malpractice investigation results were also analyzed. RESULTS: In 225 malpractice claims, the adverse event was surgery-linked, either intraoperatively (114 cases) or postoperatively (111 cases): abdominal surgery (26%), orthopedics (22%), gynecology (20%), heart surgery (11%) and neurosurgery (9.5%) were the most frequently involved surgical specialties. In 92 cases, the claim was unlinked to a surgeon's activity, with dental damage in oral intubation procedures as the greatest contributor (42.3%). Anesthetists' malpractice was technically ascertained in 39% of cases, 74.8% resulting in permanent impairment. CONCLUSIONS: Malpractice was mainly suspected in surgery-linked procedures. Most of the claims were settled for procedural error in performing locoregional anesthesia and oral intubation procedures. 60% of all closed claims resulted in no malpractice ascertained. Confirmed malpractice typically deals with non surgery-linked and non multidisciplinary team cases, causing permanent impairment.

How reliable are parenchymal tissues for the evaluation of carbon monoxide poisoning? A pilot study.

Dealing with burnt bodies, the forensic pathologist must first of all answer the question whether the victim was alive at the moment of the fire. This study aims at clarifying whether some human solid tissues may be reliably used for the forensic diagnosis of Co poisoning on burnt bodies providing no collectable blood during the autopsy. From 34 selected cases, both cardiac blood and parenchymal samples were collected to perform CO-oxymeter, spectrophotometry, and gas chromatography tests: blood CO estimations (blood COHb% and blood[CO]) and parenchymal[CO] values have been compared with special focus on R values. The solid tissues having the best correlations with blood CO amount turned out to be the lung (R 0.84), the liver (R 0.83), the kidney (R 0.79), and the spleen (R 0.92).

The medical malpractice in Milan-Italy. A retrospective survey on 14 years of judicial autopsies.

The medical malpractice is a rising and central topic for the forensic pathologist and forensic autopsies are a mandatory step in the judicial evaluation of the suspected medical malpractice. Reliable national and international registers about the medical malpractice are still missing and nowadays the necroscopic archives are therefore one of the best sources of data about such a complex phenomenon. We analyzed the archive of the Institute of Forensic Medicine of the Milan University from 1996 to 2009 and selected 317 lethal cases of suspected medical malpractice. The mean age of our cases was 60±18 years for males and 58±19 years for the females. In 70% of such cases the patient death occurred in a hospital setting. The first 24h of hospitalization turned out to be the hottest period for deaths followed by malpractice claims. The surgical branches were obviously the most involved, with abdominal surgery, orthopedics, neurosurgery and gynecology as the main contributors. Just 12% of the total amount of cases came from all the internistic branches put together. Non-hospital malpractice was typically caused by misdiagnosed myocardial infarctions and aortic ruptures. A full forensic report was present in 71 cases (all belonging to the 2007-2009 period): in 69% of cases the judicial autopsy revealed as a sufficient tool for diagnosing the cause of death; medical malpractice was confirmed in only 17% of the whole cases and a causal link between the ascertained malpractice and the patient death was recognized in only 12.7% cases.

The injury pattern in fatal suicidal falls from a height: an examination of 307 cases.

Falls from a height are a common cause of suicidal death in urban settings. The aim of the present work is to describe and discuss a specific set of 307 autopsies performed in a metropolitan city such as Milan, Italy from 2006 to 2011, with a special focus on the relationship between the injury pattern and height of the fall, age at death and weight at death. The rib cage (92%), the lungs (76%), the heart (53%) and the liver (58%) turned out to be the most injured structures in the whole population. Age resulted statistically significant for heart, thoracic aorta, mesentery, kidney hilus, hip bones and right forearm injuries. Weight resulted statistically significant for subtentorial brain, facial skull, rib cage, lungs and liver injuries. Height was significant for the facial skull (including the jaw), lungs, heart, thoracic aorta, diaphragm, liver, cervical spine, sacroiliac joints, pubic symphysis, right arm and left leg. A simple Injury Extension Score was also calculated which showed a correlation with height. A great variability does exist across all the available forensic literature concerning falls from a height. As a strong common denominator for the injury pattern across all the available literature there is however the very low prevalence of neck injuries, the very high prevalence of rib cage fractures and a definite thorax and upper abdomen injury.