04020nam a22005655i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050000900172072001600181072002300197072001500220245025500235250001800490264006900508300006400577336002600641337002600667338003600693347002400729490006100753505103400814520057701848650003902425650002802464650003602492650003202528650003902560650004702599650003602646650002402682700008402706700008602790700008202876700008402958700008403042710003403126773002603160776003603186776003603222776003603258830006803294856004603362912001403408912001503422999001703437978-3-031-65640-8DE-He21320251030113048.0cr nn 008mamaa240917s2024    sz |    s    |||| 0|eng d  a97830316564089978-3-031-65640-87 a10.1007/978-3-031-65640-82doi 4aQ342 7aUYQ2bicssc 7aCOM0040002bisacsh 7aUYQ2thema10aAdvances in Intelligent Disease Diagnosis and Treatmenth[electronic resource] :bResearch Papers in Honour of Prof. Janusz Kacprzyk for Invaluable Contributions /cedited by Chee-Peng Lim, Ashlesha Vaidya, Nikhil Jain, Uday Mahorkar, Lakhmi C. Jain.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aX, 304 p. 131 illus., 70 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aIntelligent Systems Reference Library,x1868-4408 ;v2590 aRecent advances in Artificial Intelligence in Healthcare -- Pancreatic Cancer Classification Using Multimodal Imaging -- Bayesian optimisation active learning semi supervised classification for an automatic microembolus detection system -- Images Processing and Visualization of Brain Tumors -- 3D Lung Tumor Segmentation System using Adaptive Structure Deep Belief Network -- Optimal deep transfer learning models for stenosis detection in X ray angiography images -- Forward Nonlinear Model for Deep Learning of EEG Auditory Attention Detection in Cocktail Party Problem. Computational Intelligence Based Modelling of Polyneuropathy Diagnosis -- Decentralized Diagnostics The Role of Federated Learning in Modern Medical Imaging -- Boundary Detection of Incomplete Shapes in Breast Thermal Images Using Statistical Shape Modeling -- Enhanced Liver Lesion Detection in Multi Phase CT Images using Unsupervised Domain Adaptation and Feature Generalization -- Decision Support System for Skin Lesion Diagnosis using Deep Learning.  aThe book delves into innovations in AI and related computing paradigms for disease detection and diagnosis. The collected chapters elucidate the use of a variety of AI and related methodologies to address specific medical challenges. From detecting pancreatic cancer, classifying micro-emboli in stroke diagnosis, to segmenting brain tumours from MRI data, and more, the culmination of these studies underscores the transformative impact AI and digital technologies can have on healthcare, emphasising their potential to enhance medical treatment and improve patient care. 0aComputational intelligence.964052 0aBiomedical engineering. 0aArtificial intelligence.958441 0aMedical informatics.96069314aComputational Intelligence.96405224aBiomedical Engineering and Bioengineering.24aArtificial Intelligence.95844124aHealth Informatics.1 aLim, Chee-Peng.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9844781 aVaidya, Ashlesha.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9844791 aJain, Nikhil.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9844801 aMahorkar, Uday.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9844811 aJain, Lakhmi C.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9794312 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303165639208iPrinted edition:z978303165641508iPrinted edition:z9783031656422 0aIntelligent Systems Reference Library,x1868-4408 ;v25996703440uhttps://doi.org/10.1007/978-3-031-65640-8  aZDB-2-INR  aZDB-2-SXIT  c63459d63459