Prasenjit Das – författare

Discover the essential insights and practical applications of explainable AI in healthcare that will empower professionals and enhance patient trust with Explainable AI in the Healthcare Industry, a must-have resource.

Explainable AI (XAI) has significant implications for the healthcare industry, where trust, accountability, and interpretability are crucial factors for the adoption of artificial intelligence. XAI techniques in healthcare aim to provide clear and understandable explanations for AI-driven decisions, helping healthcare professionals, patients, and regulatory bodies to better comprehend and trust the AI models’ outputs.

Explainable AI in the Healthcare Industry presents a comprehensive exploration of the critical role of explainable AI in revolutionizing the healthcare industry. With the rapid integration of AI-driven solutions in medical practice, understanding how these models arrive at their decisions is of paramount importance. The book delves into the principles, methodologies, and practical applications of XAI techniques specifically tailored for healthcare settings.

Discover the essential insights and practical applications of explainable AI in healthcare that will empower professionals and enhance patient trust with Explainable AI in the Healthcare Industry, a must-have resource.

Explainable AI (XAI) has significant implications for the healthcare industry, where trust, accountability, and interpretability are crucial factors for the adoption of artificial intelligence. XAI techniques in healthcare aim to provide clear and understandable explanations for AI-driven decisions, helping healthcare professionals, patients, and regulatory bodies to better comprehend and trust the AI models’ outputs.

Explainable AI in the Healthcare Industry presents a comprehensive exploration of the critical role of explainable AI in revolutionizing the healthcare industry. With the rapid integration of AI-driven solutions in medical practice, understanding how these models arrive at their decisions is of paramount importance. The book delves into the principles, methodologies, and practical applications of XAI techniques specifically tailored for healthcare settings.

This book covers each aspect of gastrointestinal tract pathology in detail, including clinical presentation, endoscopic appearance, disease pathogenesis, gross and microscopic details of each lesion. Ancillary diagnostic methods, molecular subtypes, and prognostic workup have been detailed adequately. The book also covers diseases relevant to South-East Asia, in addition to diseases prevalent worldwide. It contains 24 chapters, categorized into four sections. Section I covers the general aspects of gastrointestinal pathology including normal anatomy of the gastrointestinal tract, endoscopic details relevant for gastrointestinal pathologists and histopathologists, grossing techniques, utility of and details of ancillary tests needed; section II covers all benign diseases in different anatomical parts of the gastrointestinal tract; section III covers preneoplastic lesions and malignancies of the gastrointestinal tract, including a separate chapter on updated molecular classifications of gastrointestinal tract tumors arising from different segments; section IV includes a unique chapter on setting up a gastrointestinal pathology laboratory. This textbook has been written and edited by experts in the field with proven academic and research excellence and include curated contents to provide lucid and updated information to the readers.

This comprehensive review of gastrointestinal pathology is a valuable resource for the faculties, gastrointestinal pathologists, cytologists, histopathologists, practicing pathologists, gastroenterologists, gastrointestinal surgeons, pathology fellows, postgraduates, clinical gastrointestinal fellows, and researchers in related fields.