Artificial Intelligence In Forensic Microbiology


Artificial Intelligence In Forensic Microbiology
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Artificial Intelligence In Forensic Microbiology


Artificial Intelligence In Forensic Microbiology
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Author : Chen Li
language : en
Publisher: Frontiers Media SA
Release Date : 2023-05-02

Artificial Intelligence In Forensic Microbiology written by Chen Li and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-02 with Science categories.




Artificial Intelligence Ai In Forensic Sciences


Artificial Intelligence Ai In Forensic Sciences
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Author : Zeno Geradts
language : en
Publisher: John Wiley & Sons
Release Date : 2024-01-29

Artificial Intelligence Ai In Forensic Sciences written by Zeno Geradts and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-29 with Medical categories.


ARTIFICIAL INTELLIGENCE (AI) IN FORENSIC SCIENCES Foundational text for teaching and learning within the field of Artificial Intelligence (AI) as it applies to forensic science Artificial Intelligence (AI) in Forensic Sciences presents an overview of the state-of-the-art applications of Artificial Intelligence within Forensic Science, covering issues with validation and new crimes that use AI; issues with triage, preselection, identification, argumentation and explain ability; demonstrating uses of AI in forensic science; and providing discussions on bias when using AI. The text discusses the challenges for the legal presentation of AI data and interpretation and offers solutions to this problem while addressing broader practical and emerging issues in a growing area of interest in forensics. It builds on key developing areas of focus in academic and government research, providing an authoritative and well-researched perspective. Compiled by two highly qualified editors with significant experience in the field, and part of the Wiley — AAFS series ‘Forensic Science in Focus’, Artificial Intelligence (AI) in Forensic Sciences includes information on: Cyber IoT, fundamentals on AI in forensic science, speaker and facial comparison, and deepfake detection Digital-based evidence creation, 3D and AI, interoperability of standards, and forensic audio and speech analysis Text analysis, video and multimedia analytics, reliability, privacy, network forensics, intelligence operations, argumentation support in court, and case applications Identification of genetic markers, current state and federal legislation with regards to AI, and forensics and fingerprint analysis Providing comprehensive coverage of the subject, Artificial Intelligence (AI) in Forensic Sciences is an essential advanced text for final year undergraduates and master’s students in forensic science, as well as universities teaching forensics (police, IT security, digital science and engineering), forensic product vendors and governmental and cyber security agencies.



Machine Learning In Microbial Forensics


Machine Learning In Microbial Forensics
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Author : Hayes Cary
language : en
Publisher: Cary Hayes
Release Date : 2023-04-19

Machine Learning In Microbial Forensics written by Hayes Cary and has been published by Cary Hayes this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-19 with categories.


Microbial ecosystems are complex, with hundreds of members interacting with each other and the environment. The intricate and hidden behaviors underlying these interactions make research questions challenging - but can be better understood through machine learning. However, most machine learning that is used in microbiome work is a black box form of investigation, where accurate predictions can be made, but the inner logic behind what is driving prediction is hidden behind nontransparent layers of complexity



Forensic Microbiology


Forensic Microbiology
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Author : David O. Carter
language : en
Publisher: John Wiley & Sons
Release Date : 2017-03-21

Forensic Microbiology written by David O. Carter and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-21 with Law categories.


Forensic Microbiology focuses on newly emerging areas of microbiology relevant to medicolegal and criminal investigations: postmortem changes, establishing cause of death, estimating postmortem interval, and trace evidence analysis. Recent developments in sequencing technology allow researchers, and potentially practitioners, to examine microbial communities at unprecedented resolution and in multidisciplinary contexts. This detailed study of microbes facilitates the development of new forensic tools that use the structure and function of microbial communities as physical evidence. Chapters cover: Experiment design Data analysis Sample preservation The influence of microbes on results from autopsy, toxicology, and histology Decomposition ecology Trace evidence This diverse, rapidly evolving field of study has the potential to provide high quality microbial evidence which can be replicated across laboratories, providing spatial and temporal evidence which could be crucial in a broad range of investigative contexts. This book is intended as a resource for students, microbiologists, investigators, pathologists, and other forensic science professionals.



Microbial Forensics


Microbial Forensics
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Author : Bruce Budowle
language : en
Publisher: Academic Press
Release Date : 2010-10-27

Microbial Forensics written by Bruce Budowle and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-27 with Law categories.


Microbial Forensics is a rapidly evolving scientific discipline. In the last decade, and particularly due to the anthrax letter attacks in the United States, microbial forensics has become more formalized and has played an increasingly greater role in crime investigations. This has brought renewed interest, development and application of new technologies, and new rules of forensic and policy engagement. It has many applications ranging from biodefense, criminal investigations, providing intelligence information, making society more secure, and helping protect precious resources, particularly human life. A combination of diverse areas is investigated, including the major disciplines of biology, microbiology, medicine, chemistry, physics, statistics, population genetics, and computer science. Microbial Forensics, Second Edition is fully revised and updated and serves as a complete reference of the discipline. It describes the advances, as well as the challenges and opportunities ahead, and will be integral in applying science to help solve future biocrimes. A collection of microbiology, virology, toxicology and mycology as it relates to forensics, in one reference New and expanded content to include statistical analysis of forensic data and legal admissibility and the standards of evidence, to name a few Includes research information and application of that research to crime scene analysis, which will allow practitioners to understand and apply the knowledge to their practice with ease



Technology In Forensic Science


Technology In Forensic Science
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Author : Deepak Rawtani
language : en
Publisher: John Wiley & Sons
Release Date : 2020-08-28

Technology In Forensic Science written by Deepak Rawtani and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-28 with Medical categories.


The book "Technology in Forensic Science" provides an integrated approach by reviewing the usage of modern forensic tools as well as the methods for interpretation of the results. Starting with best practices on sample taking, the book then reviews analytical methods such as high-resolution microscopy and chromatography, biometric approaches, and advanced sensor technology as well as emerging technologies such as nanotechnology and taggant technology. It concludes with an outlook to emerging methods such as AI-based approaches to forensic investigations.



Artificial Intelligence In Environmental Microbiology


Artificial Intelligence In Environmental Microbiology
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Author : Mohammad-Hossein Sarrafzadeh
language : en
Publisher: Frontiers Media SA
Release Date : 2022-07-05

Artificial Intelligence In Environmental Microbiology written by Mohammad-Hossein Sarrafzadeh and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-05 with Science categories.




Basic Concepts And Recent Advances In Microbial Diversity Taxonomy Speciation And Evolution


Basic Concepts And Recent Advances In Microbial Diversity Taxonomy Speciation And Evolution
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Author : Suchitra Godbole
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2024-03-05

Basic Concepts And Recent Advances In Microbial Diversity Taxonomy Speciation And Evolution written by Suchitra Godbole and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Education categories.


This book delves into the fundamental principles that underpin the classification and understanding of bacteria, from the basic concepts to the latest advances. This book encompasses numerous topics related to diversity, such as speciation and evolution of species, microbial diversity, and methods for estimating diversity and taxonomy of bacteria. The reader can gain valuable insights into the cutting-edge techniques used to identify and classify bacteria, such as genomics, metagenomics, and phylogenetic analysis. With expert contributions from leading scientists, this comprehensive guide offers a holistic view of the microbial world in the context of their role in global biodiversity, and explores the upcoming role of machine learning and artificial intelligence for exploration of bacterial diversity. For students and researchers in microbiology, genetics and biotechnology, this book is an essential resource for unravelling the mysteries of bacterial speciation, evolution, diversity, and taxonomy.



Brief Lessons In Microbiology


Brief Lessons In Microbiology
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Author : Mario Juhas
language : en
Publisher: Springer Nature
Release Date : 2023-04-29

Brief Lessons In Microbiology written by Mario Juhas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-29 with Science categories.


Recent discoveries in microbiology are hard to grasp for those unfamiliar with scientific jargon, and the research data can be overwhelming even for those working in other scientific fields. This book aims to remedy this situation by presenting the most interesting findings and current trends in microbiology in an easy-to-read and understandable format. The first part tells the story of the beginnings of microbiology itself and introduces the reader to the founders of this fascinating research discipline. The second part focuses on communication between microorganisms and how they organize themselves into fascinating microbial cities called “biofilms”. The reader also learns how bacteria exchange genetic material - mechanisms that are the root of the emergence of multidrug-resistant superbugs, pathogens that pose a major burden to human health and our healthcare systems. The third part is devoted to the latest techniques being used by scientists to study, control, and manipulate microorganisms for our benefit. The final part links the first three parts together and highlights how infectious diseases, including coronaviruses, can be transmitted from animals to humans, how global warming is affecting emerging diseases, and provides information on the actions that need to be taken to get ahead of pathogenic microbes and future pandemics. This comprehensive, state-of-the-art book is intended for anyone interested in microbiology and epidemiology, from biology and biomedical students in schools and colleges, to patients suffering from infectious diseases who want to learn more about their condition. The concepts covered in this book contribute to UN Sustainable Development Goal 3: Health and Well-Being.



Driving Forensic Innovation In The 21st Century


Driving Forensic Innovation In The 21st Century
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Author : Simona Francese
language : en
Publisher: Springer Nature
Release Date :

Driving Forensic Innovation In The 21st Century written by Simona Francese and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.