What Is Pattern Analysis
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Pattern Analysis for Histopathologic Diagnosis of Melanocytic Lesions
Pattern analysis is a powerful method that changed dermatopathology, nowadays an indispensable tool in the diagnostic workup of inflammatory and neoplastic lesions. The diagnosis of melanocytic lesions can also be mastered by pattern analysis, which is the link between pathology, dermatoscopy, and clinical dermatology and supports the integration of all views. The histopathologic diagnosis of melanocytic lesions can be challenging for novices and experts alike. While classifications of melanocytic lesions come and go, pattern analysis is timeless; it can be assigned to any classification, current or future, and provides a framework that allows to address complex and uncertain cases in a repeatable manner. While uncertainty cannot be totally eliminated, pattern analysis helps to express this uncertainty in a meaningful way. Written by expert dermatopathologists with experience in dermatoscopy, this book is dedicated to young colleagues and to those who have not yet settled on one of the competing schools of thought; it is intended as a practical guide to help making correct observations, to describe them with a well-defined terminology, and to yield critical decisions in the face of incomplete or conflicting information. The illustrations contained in the volume are all original pictures in high-quality and full-color: reproductions of histopatological cuts in low and high magnification will assist pathologists, dermatologists, and dermatopathologists in interpreting histological slides of melanocytic skin lesions.
Kernel Methods for Pattern Analysis
Author: John Shawe-Taylor
language: en
Publisher: Cambridge University Press
Release Date: 2004-06-28
Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.
Handbook of Bloodstain Pattern Analysis
The Handbook of Bloodstain Pattern Analysis captures the latest understanding of the science that supports bloodstain pattern analysis (BPA) and includes the results of numerous research studies using modern technologies not found in previously published books. It provides the BPA community with a modern, up-to-date reference and training manual to outline and validate the utility, repeatability, and reliability of BPA science. BPA has recently been presented in the news media as an example of “junk” science used in a handful of cases involving wrongful convictions. However, the reality is that the primary issue for BPA in these wrongful convictions is not the science: it is the result of substandard training and the lack of experience of BPA analysts, prior to beginning casework and testifying in court as experts. As such, this book is written to serve as an essential study guide for analysts preparing to sit for the International Association for Identification (IAI) Bloodstain Pattern Analyst Certification exam. The contents of the book are guided by the ANSI/ASB Standards for a Bloodstain Pattern Analysis Training Program. Each chapter has been written by top experts conversant on the relevant BPA, BPA terminology, forensic science, physics, fluid dynamics, crime scene analysis, education/training, bias, and current relevant legal considerations for use of BPA in court. Handbook of Bloodstain Pattern Analysis is the most up-to-date resource on BPA currently available, providing a definitive training manual for practitioners, and an essential reference for forensic pathologists, police investigators, crime scene investigators, attorneys, and students enrolled in forensic science university courses.