04618nam a22005055i 4500001001800000003000900018005001700027007001500044008004100059020001800100024003500118050000900153072001600162072002300178072001500201245018700216250001800403264006900421300006500490336002600555337002600581338003600607347002400643490006200667505198900729520062402718650003203342650002803374650003403402650002903436650003203465650004703497650002203544650002903566700008203595700008203677700007703759710003403836773002603870776003603896776003603932776003603968830006204004856004604066978-3-031-63592-2DE-He21320251030112905.0cr nn 008mamaa240822s2024    sz |    s    |||| 0|eng d  a97830316359227 a10.1007/978-3-031-63592-22doi 4aQ342 7aUYQ2bicssc 7aCOM0040002bisacsh 7aUYQ2thema10aAI for Health Equity and Fairnessh[electronic resource] :bLeveraging AI to Address Social Determinants of Health /cedited by Arash Shaban-Nejad, Martin Michalowski, Simone Bianco.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXIX, 306 p. 77 illus., 67 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aStudies in Computational Intelligence,x1860-9503 ;v11640 aArtificial Intelligence for Personalized Care, Wellness and Longevity Research -- Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories -- Ambulance Routing for Optimizing Stroke Patient Outcomes -- Navigating the Synthetic Realm Harnessing Diffusion based Models for Laparoscopic Text to Image Generation -- Generation of Clinical Skin Images with Pathology with Scarce Data -- MILFORMER Weighted Dual Stream Class Centered Random Attention Multiple Instance Learning for Whole Slide Image Classification -- Multi-Prompt Fine Tuning of Foundation Models for Enhanced Biomedical Image Segmentation -- A Transformer Approach for Cognitive Impairment Classification -- Deep Learning Approach to Identify Diabetic Retinopathy Severity and Progression Using Ultra Wide Field Retinal Images -- DOST Domain Obedient Self supervision for Trustworthy Multi Label Classification with Noisy Labels -- Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies -- Can GPT Improve the State of Prior Authorization via Guideline Based Automated Question Answering -- Designing Retrieval Augmented Language Models for Clinical Decision Support -- Co morbidity Representation in Artificial Intelligence Tapping into Unused Clinical Knowledge -- MedBlindTuner Towards Privacy preserving Fine tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption -- Knowledge Grounded Medical Dialogue Generation -- Interpretable Classification of Early Stage Parkinson’s Disease from EEG -- Semantic and Visual Attention Driven Multi LSTM Network for Automated Clinical Report Generation -- Hierarchical Multi Label Classification of Online Vaccine Concerns -- A Semantic Architecture for Continuous Health Monitoring, Risk Prediction, and Proactive Decision Making -- On the Feasibility of Multimodal Dialog Based Remote Balance Assessment -- SAIC Integration of Speech Anonymization and Identity Classification.  aThis book aims to highlight the latest achievements in the use of AI for improving Health Equity and Fairness. The edited volume contains selected papers presented at the 2024 Health Intelligence workshop, co-located with the Thirty-Eight Association for the Advancement of Artificial Intelligence (AAAI) conference, and presents an overview of the issues, challenges, and potentials in the field, along with new research results. This book provides information for researchers, students, industry professionals, clinicians, and public health agencies interested in the applications of AI in medicine and public health. 0aComputational intelligence. 0aBiomedical engineering. 0aEngineeringxData processing. 0aArtificial intelligence.14aComputational Intelligence.24aBiomedical Engineering and Bioengineering.24aData Engineering.24aArtificial Intelligence.1 aShaban-Nejad, Arash.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt1 aMichalowski, Martin.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt1 aBianco, Simone.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt2 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303163591508iPrinted edition:z978303163593908iPrinted edition:z9783031635946 0aStudies in Computational Intelligence,x1860-9503 ;v116440uhttps://doi.org/10.1007/978-3-031-63592-2