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IntelliSpaceDiscovery 3Philips IntelliSpaceDiscovery 3End-to-end AI solution for medical researchIntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.

Philips IntelliSpace Discovery 3Your upgrade to artificial intelligencein medical researchPhilips IntelliSpace Discovery is an integrated AI solution that enables theentire process of generating new AI applications, providing data integration,training and deployment in the research setting.The IntelliSpace Discovery Research Suites include tools to create tailoreddata analysis and AI solutions in a clinical environment.How can you benefit from IntelliSpace Discovery?IntelliSpace Discovery offers an open and programmablesolution for AI combined with advanced visualization anddata management.1. Gain ubiquitous access to all research applications anddata: access the zero-footprint client-server architecturefrom any client in your network via standard web-browsers2. Drive clinical research: The easy-to-use research suitesfor physicians and technicians provide access to state-ofthe-art analysis and AI methods3. Enable targeted development of AI methods:The integrated development and analytics environmentsallow direct data access and real-time feedback betweenphysicians and data scientists to enhance collaboration4. Evaluate new AI tools efficiently: Process complete testdatasets using the AI runtime environment, embeddedin the batch-processing architecture5. Leverage your existing work: Link to standard researchtools such as Python and integrate your own results– versatile programming interfaces provide seamlessintegration with IntelliSpace Discovery6. Gain full control over all research data and results:The study data management solution interfaces a vendorneutral research archive (VNRA) integrating all relevantdata, documents and results7. Benefit from Philips’ scientific expertise: Need helpdeveloping your solution? Tackle common challengestogether with Philips experts to enable you get the mostout of IntelliSpace Discovery. We are on hand to help inthe following areas: interfacing and integration of tools,data ingestion, model creation and training8. Future-proof your solution: In the rapidly evolvingAI technology environment, Philips RightFiT serviceagreements deliver upgrades and updates to yoursolution, providing access to next-generation researchsuites, cutting-edge deep learning frameworks and allfuture platform enhancements9. Participate in a full ecosystem of solutions:Discovery Store offers a rich set of readily availabletools and AI solutions for research. Use this platformto share your algorithms and tools with the ISD researchcommunityIntelliSpace Discovery solution consists of:1. An advanced visualization (AV) solution for use byphysicians and technicians, which provides access toAI tools and advanced data processing and reviewcapabilities2. An interface to a development environment built onstate-of-the-art IDEs and AI frameworks for the creationof new analytic models for use by data scientists andsoftware developers3. A runtime environment for ease of deployment in anyresearch environmentDataManagement4. A data management solution (DMS) that supportsaggregation, curation and annotation of data relevantfor developing specific AI assets5. Philips Research Services to tailor the solutionto your individual needs6. IntelliSpace Discovery Store to access latest researchapplications and plugins. The store also supports sharingyour algorithms and plugins with the communityResearch Front-EndOncologyNeurologyCardiologyVascular(4D qFlow)Analytics andML toolsBatch processingand EvaluationIDEs,FrameworksSDM InterfaceAI PlatformPatient Directory andData collectionsAnnotationand ReviewIntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.IntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.

IntelliSpace Discovery at a glanceResearchSuitesModalitiesPACS andInformationSystemsOther sourcese.g. ML toolsResearchFront-EndApplicationsMachine LearningSolutionOpenInnovationPlatformRemote NodeVNAInterfaceIntelliSpace Discovery– one solution for AIAlgorithmsExecutionDockerStudy Data ManagementPlugin SDKTraining /InferenceEnginePluginsLocalDatabasesVNRAResearch front-end applicationsStudy data managementMachine learning solutionA number of Research Suites offer dedicated functionalityfor the analysis of data from different modalities and clinicalapplications. Furthermore, the core package provides apatient directory for data management, auto- and batchprocessing capabilities, APIs to interface your own toolsand standard research software, as well as a multi-modalityimage viewer.IntelliSpace Discovery provides a full-featured Study DataManagement Solution, which lets you integrate DICOMstudies with clinical information, patient treatments, diseasestates, comorbidities, and more. The data is hierarchicallystructured according to projects, subjects and experiments.And user rights management helps you deliver the rightinformation to the different user roles in your clinical study.Clinicians and hospital administrators have never had accessto more data and at the same time, it has never been harderfor them to process it: Too much data and too little time.For data scientists, IntelliSpace Discovery interfaces acollaborative development environment designed tosupport an end-to-end workflow for creating AI assets.AI can generate value across the health continuum, with itsability to help translate large amounts of data into actionableinsights.The Study Data Management Solution interfaces with avendor neutral research archive (VNRA) and is based onopensource software. It facilitates common managementand handling of imaging and non-imaging data. Consumingdata from multiple sources, it maintains it in a centralizedrepository to distribute to approved users. In addition toa built-in web interface, access and management of theVNRA is provided by an application directly embedded inIntelliSpace Discovery.At Philips, we have recognized this potential and haveresponded with an AI platform for healthcare researchthat supports both data scientists and physicians.With these analytics and machine learning tools, you cancreate projects and start editing your code in your preferredIDEs. To this end, you can utilize tools such as R-Studio andJupyter Notebook. Common deep learning frameworks suchas TensorFlow and H2O can be used in the scalable Dockerenvironment. Moreover, you can easily extend the openplatform with further frameworks, including PyTorch andother Python libraries, to further improve your efficiency.IntelliSpace Discovery solutionis built on four pillars:1. Research front-endapplications2. Study data managementinterfacing to VNRA3. Machine learning solution4. Philips Research ServicesIntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.IntelliSpace Discovery provides a comprehensive set ofsolutions for data aggregation, curation, integration andannotation, as well as deep learning network training anddeployment for evaluation and analysis of new live data.The Annotation Suite supports annotation of images usinglabels, key-value pairs, quality rating and many more userdefined parameters for complete study data. This helpsyou efficiently review large datasets, both for ground-truthgeneration and review of AI results on test datasets.IntelliSpace Discovery also provides a Machine LearningSoftware Development Kit (SDK), which delivers methodsfor accessing data for preparation and pre-processing,analysis measures, and ways to control and evaluateoutcome and performance.IntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.

Research suitesResearch Oncology SuiteResearch Cardiology SuiteThe Research Oncology Suite implements dedicatedfunctionality for longitudinal follow-up. In addition toside-by-side visualization of multiple DICOM studies,the solution supports detailed inspection of individualstudies with versatile viewing layouts. ROS provides multiplesemi-automatic volumetric segmentation tools for rapiddelineation of target volumes. It supports calculationof a range of statistical features of segmented volumes,including lesion volume and the diameters required byRECIST criteria, such as maximum diameter and orthogonaldiameter. The lesions, i.e. tumors and lymph nodes, canbe labelled to automatically determine RECIST responsecriteria. Moreover, functional parameters can be extracted,including from parametric maps, for alternative responseassessment. The ROS features the Algorithm Plugin Interfaceto integrate plugins for parametric mapping, registration,segmentation, feature extraction and more.The Research Cardiology Suitesupports visualization and analysisof multimodal and multiparametriccardiac images. It allows cardiacreorientation (SA, HLA, VLA) for CTA,simultaneous viewing of cardiac datafrom MRI, CT, CR and movie viewof dynamic data, e.g. interventionalX-ray or U/S. Of course, the ResearchCardiology Suite also features theAlgorithm Plugin Interface to runadditional plugins, for exampleautomatic cardiac segmentation ofup to 17 anatomical structures.Research Neurology SuiteResearch Vascular SuiteThe Research Neurology Suite providesadvanced visualization and analysisof brain image data with a particularfocus on functional MRI. It comes withfour main packages: fMRI analysis, DTIanalysis, general imaging analysis toolsand the Algorithm Plugin Framework.Additionally, the suite offers interfacesto opensource packages such as AFNI,SPM and FreeSurfer developed byneuroscience communities.IntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.The IntelliSpace Discovery ResearchVascular Suite (RVS) offers a solutionfor reviewing and analyzing 4Dphase-contrast MRI data for flowquantification in arbitrary planesand anatomies. The RVS providesthe functionality to analyze bothplanar and volumetric flow datasets.It allows the visualization of thevelocity field as measured by MR ontop of the anatomical images withcolor maps representing the flow.Furthermore, it provides graphical andtable representations of various flowparameters.IntelliSpace Discovery is for research use only and cannot be usedfor patient diagnosis or treatment selection.