Medical Imaging Informatics Training Program

医学影像信息学培训计划

基本信息

批准号：
7213956
负责人：
ALEX BUI
金额：
$ 52.59万
依托单位：
UNIVERSITY OF CALIFORNIA LOS ANGELES
依托单位国家：
美国
项目类别：
财政年份：
2002
资助国家：
美国
起止时间：
2002-07-01 至 2012-06-30
项目状态：
已结题

来源：
https://reporter.nih.gov/project-details/7213956
关键词：
Abdomen Academic Medical Centers Academic Training Accent Address Admission activity Adopted Adult Advertising Advisory Committees Age Air Algorithms Anatomic Models Anatomy Applications Grants Appointment Aptitude Architecture Area Artificial Intelligence Arts Atlases Attention Award Bachelor&apos s Degree Back Basic Science Behavioral Belief Binding Bioinformatics Biological Biological Neural Networks Biology Biomedical Engineering Biometry Body of uterus Brain Brain Mapping Calculi California Cardiac Cardiovascular system Caring Case Study Cations Causations Chemistry Chest Childhood Class Classification Client Clinic Clinical Clinical Data Clinical Research Clinical Trials Code Collection Commit Communication Communities Complex Complex Genetic Trait Comprehension Computational Biology Computer Assisted Computer Simulation Computer Vision Systems Computer information processing Computerized Medical Record Computers Computing Methodologies Condition Consult Coupled Creativeness Cytogenetics Daily Data Data Analyses Data Set Databases Decision Making Decision Support Model Decision Support Systems Decision Theory Depth Detection Development Devices Diagnostic radiologic examination Differential Diagnosis Diffusion Diffusion Magnetic Resonance Imaging Digital Libraries Directories Discipline Discipline of Nuclear Medicine Discriminant Analysis Disease Disease regression Distributed Databases Doctor of Philosophy Doctor&apos s Degree Ecology Education Educational Curriculum Educational process of instructing Effectiveness Electrical Engineering Engineering Ensure Environment Episodic memory Ethical Issues Ethics Evaluation Evaluation Studies Evidence Based Medicine Evolution Exhibits Expert Systems Exposure to Facility Construction Funding Category Faculty Failure Familiarity Feedback Fellowship Figs - dietary Focus Groups Fostering Foundations Functional Magnetic Resonance Imaging Funding Funding Agency Future Generations Genetic Genetic Models Genitourinary system Genome Genomics Goals Grant Graph Group Meetings Guidelines Health Insurance Portability and Accountability Act Healthcare Hospitals Hour Human Human Genetics Image Image Analysis Image Compression Imagery Individual Informatics Information Management Information Retrieval Information Retrieval Systems Information Sciences Information Systems Information Theory Institutes Institution Internet Internships Interview Investigation Java Joints Journals Kidney Knowledge Knowledge acquisition Laboratories Language Lead Learning Length Letters Linguistics Literature Liver Logical Observation Identifiers Names and Codes Lung Machine Learning Magnetic Resonance Magnetic Resonance Imaging Magnetic Resonance Spectroscopy Maintenance Mammography Management Information Systems Maps Master&apos s Degree Materials Testing Mathematics Measurement Measures Medial Medical Medical Imaging Medical Informatics Medical Research Medical center Medicine Mentors Methodology Methods Mining Minor Minority Modality Modeling Molecular Molecular Genetics Multimedia Muscle Musculoskeletal Natural Language Processing Nature Neuraxis Neurogenic Bladder Neurologic Neurosciences Numbers Occupational Groups Online Systems Ontology Operative Surgical Procedures Oral Oral Examination Organ Paper Participant Pathology Pathway interactions Patient Care Patient Data Privacy Patients Pattern Pattern Recognition Perception Performance Perfusion Physicians Physics Physiology Placement Policies Population Positioning Attribute Postdoctoral Fellow Principal Investigator Privacy Process Production Program Evaluation Proteomics Protocols documentation Public Health Informatics Publications Published Comment Published Directory Publishing Pulmonary Emphysema Purpose Qualifying Radiology Specialty Range Reading Recommendation Regulation Relaxation Reporting Representations, Knowledge (Computer)Research Research Design Research Infrastructure Research Personnel Research Project Grants Research Proposals Research Training Residencies Resolution Retrieval Review Literature Robotics Role Rotation Route Running Sampling Scholarship Schools Science Scientist Security Self Assessment Semantics Seminal Sensory Series Services Shadowing (Histology)Side Signal Transduction Simulate Site Societies Software Engineering Software Tools Solid Solutions Sorting - Cell Movement Source Specific qualifier value Speech Staging Standardization Standards of Weights and Measures Statistical Distributions Statistical Models Stress Stroke Structure Students Suggestion Supervision Support of Research Surveys System Systematized Nomenclature of Medicine Systems Theory Teaching Method Technical Expertise Techniques Technology Telemedicine Teleradiology Tern Testing Text Thinking Three-Dimensional Image Three-Dimensional Imaging Time TimeLine Today Training Training Programs Training Support Training and Education Transcript Translational Research Translations Transport Process Ultrasonography Uncertainty Unified Medical Language System United States National Institutes of Health Universities Upper arm Urination Urology Variant Vertebral column Veterans Vision Visual Week Weight Wireless Technology Work World Health Writing X-Ray Computed Tomography advanced system base bioimaging biomedical informatics body system bone career clinical application cluster computing comparative computer based Semantic Analysis computer human interaction computer program computer science computerized tools concept cost effectiveness data acquisition data integration data mining data modeling data structure database design day design desire developmental genetics digital imaging editorial encryption experience falls fundamental research gene therapy human disease image processing image reconstruction imaging Segmentation imaging informatics in vivo indexing informatics training information organization information seeking behavior innovation insight instructor instrument instrumentation interest isophosphamide mustard iterative design knowledge base language processing lecturer lectures lexical markov model mathematical model medical schools medical specialties member molecular imaging musculoskeletal imaging neuroimaging new technology novel object recognition oncology peer positional cloning post-doctoral training practical application programs prospective protein folding real world application reconstruction repository research clinical testing restoration scale up sensor simulation skills social sound statistics success symposium syntax theories tool trend two-dimensional usability user centered design virtual visual process visual processing

项目摘要

DESCRIPTION (provided by applicant): The objective of this grant is to support training of the upcoming generation of scientists in medical imaging informatics. The next significant challenge in biomedical informatics will be to support new knowledge discovery: thus, the application domain of this training program will be on informatics in support of clinical and translational research. In addition to existing informatics research, fundamental theories and developments from a spectrum of disciplines (computer science, applied math, statistics, medicine) will be required to facilitate such informatics research, and must be integrated into a forward-looking training program. This program further focuses on imaging informatics: with the now ubiquitous usage of imaging as an in vivo method for objectively documenting and understanding human disease, new and unique research challenges arise in the acquisition, the understanding, and the usage of such data towards creating novel insights. Evolving from the current UCLA NLM training grant in imaging-based medical informatics, doctoral (PhD) and postdoctoral training are offered through an approved degree-granting track in medical imaging informatics in the UCLA Biomedical Engineering Interdepartmental Program. The program consists of a comprehensive one year core curriculum that provides a breadth of understanding in biomedical informatics (medical data standards and information architectures; knowledge representation; medical decision making; information extraction/ retrieval; bioinformatics) and the underlying principles of medical image acquisition, standardization, and content understanding. Further specialization is achieved through subsequent elective courses that provide expertise in a given informatics area. Importantly, the program stresses informatics research and its subsequent application, requiring trainees to conduct novel and innovative investigations as part of the course of study. Core faculty are drawn from an interdisciplinary group of researchers in the UCLA Schools of Medicine, Engineering, Letters & Sciences, and Information Studies. This program will be able to leverage the wide array of biomedical and informatics endeavors from its core faculty and across the UCLA campus to provide students with numerous opportunities for research. Additionally, this training program will support short-term summer training for undergraduate students to encourage interest in biomedical and imaging informatics graduate work.

描述（由申请人提供）：这笔赠款的目的是支持下一代医学成像信息学科学家的培训。生物医学信息学的下一个重大挑战将是支持新的知识发现：因此，该培训计划的应用领域将是支持临床和转化研究的信息学。除了现有的信息学研究之外，还需要来自一系列学科（计算机科学、应用数学、统计学、医学）的基础理论和发展来促进此类信息学研究，并且必须将其纳入前瞻性的培训计划中。该计划进一步关注成像信息学：随着成像作为客观记录和理解人类疾病的体内方法的广泛使用，在获取、理解和使用这些数据来创造新的疾病方面出现了新的和独特的研究挑战。见解。博士 (PhD) 和博士后培训由当前 UCLA NLM 基于成像的医学信息学培训资助演变而来，通过 UCLA 生物医学工程跨部门计划中批准的医学成像信息学学位授予途径提供。该计划包括为期一年的综合核心课程，提供对生物医学信息学（医学数据标准和信息架构；知识表示；医学决策；信息提取/检索；生物信息学）和医学图像采集的基本原理的广泛理解，标准化和内容理解。通过随后提供特定信息学领域专业知识的选修课程可以实现进一步的专业化。重要的是，该计划强调信息学研究及其后续研究应用程序，要求学员进行新颖和创新的调查作为课程的一部分学习。核心教师来自加州大学洛杉矶分校医学院、工程学院、文学与科学学院和信息研究学院的跨学科研究人员小组。该项目将能够利用其核心教师和整个加州大学洛杉矶分校校园在生物医学和信息学方面的广泛努力，为学生提供大量的研究机会。此外，该培训计划还将支持本科生的短期暑期培训，以鼓励他们对生物医学和成像信息学研究生工作的兴趣。