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Submission Tags: analytics-framework
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<a href="/education/about-education" target="_self" rel="noopener noreferrer">About Education</a>
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<a href="/education/our-programmes" target="_self" rel="noopener noreferrer">Our Programmes</a>
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<a data-href="/education/our-programmes/md-programme" href="/education/our-programmes/md-programme" target="_self" rel="noopener noreferrer">MD</a>
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<li><a href="/education/our-programmes/md-programme/learning-philosophy" target="_self" rel="noopener noreferrer">Learning Philosophy</a></li>
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<li><a href="/education/our-programmes/md-programme/academic-calendars" target="_self" rel="noopener noreferrer">Academic Calendars</a></li>
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<a data-href="/education/our-programmes/md-phd-programme" href="/education/our-programmes/md-phd-programme" target="_self" rel="noopener noreferrer">MD-PhD</a>
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<li><a href="/education/our-programmes/md-phd-programme/director's-message" target="_self" rel="noopener noreferrer">Director's Message</a></li>
<li><a href="/education/our-programmes/md-phd-programme/md-phd-events" target="_self" rel="noopener noreferrer">MD-PhD Events</a></li>
<li><a href="/education/our-programmes/md-phd-programme/class-of-phd" target="_self" rel="noopener noreferrer">PhD Student Directory</a></li>
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<a data-href="/education/our-programmes/phd" href="/education/our-programmes/phd" target="_self" rel="noopener noreferrer">PhD</a>
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<li><a href="/education/our-programmes/phd/ibm-phd" target="_self" rel="noopener noreferrer">Integrated Biology and Medicine PhD</a></li>
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<li><a href="/education/our-programmes/phd/qbm-phd" target="_self" rel="noopener noreferrer">Quantitative Biology and Medicine PhD</a></li>
<li><a href="/education/our-programmes/phd/career-development" target="_self" rel="noopener noreferrer">Career Development Programme (CDeP)</a></li>
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<a data-href="/education/our-programmes/masters" href="/education/our-programmes/masters" target="_self" rel="noopener noreferrer">Master</a>
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<li><a href="/education/our-programmes/masters/directors-message" target="_self" rel="noopener noreferrer">Directors' Message</a></li>
<li><a href="/education/our-programmes/masters/curriculum" target="_self" rel="noopener noreferrer">Curriculum</a></li>
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<a href="/education/student-resources" target="_self" rel="noopener noreferrer">Student Resources</a>
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<a data-href="/education/student-resources/student-life" href="/education/student-resources/student-life" target="_self" rel="noopener noreferrer">Student Affairs & Alumni Relations</a>
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<li><a href="/education/student-resources/student-life/colleges" target="_self" rel="noopener noreferrer">Duke-NUS College System</a></li>
<li><a href="/education/student-resources/student-life/student-council" target="_self" rel="noopener noreferrer">Student Council</a></li>
<li><a href="/education/student-resources/student-life/student-interest-groups-(sig)" target="_self" rel="noopener noreferrer">Student Interest Groups (SIG)</a></li>
<li><a href="/education/student-resources/student-life/community-service" target="_self" rel="noopener noreferrer">Community Service</a></li>
<li><a href="/education/student-resources/student-life/student-wellness" target="_self" rel="noopener noreferrer">Student Wellness</a></li>
<li><a href="/education/student-resources/student-life/our-team" target="_self" rel="noopener noreferrer">Our Team</a></li>
<li><a href="/education/student-resources/student-life/graduation-and-hooding-ceremony" target="_self" rel="noopener noreferrer">Graduation and Hooding Ceremony</a></li>
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<a data-href="/education/student-resources/student-services" href="/education/student-resources/student-services" target="_self" rel="noopener noreferrer">Student Services</a>
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<li><a href="/education/student-resources/student-services/registrar-services" target="_self" rel="noopener noreferrer">Registrar Services</a></li>
<li><a href="/education/student-resources/student-services/cpc" target="_self" rel="noopener noreferrer">Clinical Performance Centre (CPC)</a></li>
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<a href="/education/amei" target="_self" rel="noopener noreferrer">AMEI</a>
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<a href="/education/gateway-to-learning" target="_self" rel="noopener noreferrer">Gateway to Learning</a>
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<a data-href="/education/gateway-to-learning/courses" href="/education/gateway-to-learning/courses" target="_self" rel="noopener noreferrer">Courses</a>
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<a data-href="/education/gateway-to-learning/educatorspace" href="/education/gateway-to-learning/educatorspace" target="_self" rel="noopener noreferrer">EducatorSPACE</a>
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<li>
<a data-href="/education/gateway-to-learning/learnerspace" href="/education/gateway-to-learning/learnerspace" target="_self" rel="noopener noreferrer">LearnerSPACE</a>
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<a href="/education/research-and-innovations" target="_self" rel="noopener noreferrer">Research & Innovation</a>
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<a data-href="/education/research-and-innovations/educational-research" href="/education/research-and-innovations/educational-research" target="_self" rel="noopener noreferrer">Educational Research</a>
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<li><a href="/education/research-and-innovations/educational-research/medical-education-conferences" target="_self" rel="noopener noreferrer">Medical Education Conferences</a></li>
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<li>
<a data-href="/education/research-and-innovations/innovations-in-tel" href="/education/research-and-innovations/innovations-in-tel" target="_self" rel="noopener noreferrer">Innovations in Education</a>
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<li>
<a data-href="/education/research-and-innovations/derc" href="/education/research-and-innovations/derc" target="_self" rel="noopener noreferrer">Departmental Ethics Review Committee</a>
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<li><a href="#">RESEARCH</a><a href="javascript:void(0)" class="collapser" aria-label="hidden collapser"></a>
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<a href="/research/about-research" target="_self" rel="noopener noreferrer">About Research</a>
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<a href="/research/signature-programmes" target="_self" rel="noopener noreferrer">Signature Programmes</a>
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<a data-href="/research/signature-programmes/cscb" href="/research/signature-programmes/cscb" target="_blank" rel="noopener noreferrer">Cancer & Stem Cell Biology</a>
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<a data-href="/research/signature-programmes/cardiovascular-metabolic-disorders" href="/research/signature-programmes/cardiovascular-metabolic-disorders" target="_blank" rel="noopener noreferrer">Cardiovascular & Metabolic Disorders</a>
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<li>
<a data-href="/research/signature-programmes/emerging-infectious-diseases" href="/research/signature-programmes/emerging-infectious-diseases" target="_blank" rel="noopener noreferrer">Emerging Infectious Diseases</a>
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<li>
<a data-href="/research/signature-programmes/health-services-systems-research" href="/research/signature-programmes/health-services-systems-research" target="_blank" rel="noopener noreferrer">Health Services & Systems Research</a>
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<li>
<a data-href="/research/signature-programmes/neuroscience-behavioural-disorders" href="/research/signature-programmes/neuroscience-behavioural-disorders" target="_blank" rel="noopener noreferrer">Neuroscience & Behavioural Disorders</a>
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<li>
<a href="/research/centres" target="_self" rel="noopener noreferrer">Research Centres</a>
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<li>
<a data-href="/research/centres/centre-for-ageing-research-and-education" href="/research/centres/centre-for-ageing-research-and-education" target="_blank" rel="noopener noreferrer">Centre for Ageing Research and Education</a>
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<li>
<a data-href="/research/centres/centre-for-computational-biology" href="/research/centres/centre-for-computational-biology" target="_blank" rel="noopener noreferrer">Centre for Computational Biology</a>
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<li>
<a data-href="/research/centres/centre-for-outbreak-preparedness" href="/research/centres/centre-for-outbreak-preparedness" target="_blank" rel="noopener noreferrer">Centre for Outbreak Preparedness</a>
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<li>
<a data-href="/research/centres/centre-for-quatitative-medicine" href="/research/centres/centre-for-quatitative-medicine" target="_blank" rel="noopener noreferrer">Centre for Quantitative Medicine</a>
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<li>
<a data-href="/research/centres/centre-for-regulatory-excellence" href="/research/centres/centre-for-regulatory-excellence" target="_blank" rel="noopener noreferrer">Centre of Regulatory Excellence</a>
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<li>
<a data-href="/research/centres/centre-for-technology-and-development" href="/research/centres/centre-for-technology-and-development" target="_blank" rel="noopener noreferrer">Centre for Technology and Development</a>
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<li>
<a data-href="/research/centres/lien-centre-for-palliative-care" href="/research/centres/lien-centre-for-palliative-care" target="_blank" rel="noopener noreferrer">Lien Centre for Palliative Care</a>
</li>
<li>
<a data-href="/research/centres/centre-for-clinician-scientist-development" href="/research/centres/centre-for-clinician-scientist-development" target="_blank" rel="noopener noreferrer">Centre for Clinician Scientist Development</a>
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<li>
<a data-href="/research/centres/cvr" href="/research/centres/cvr" target="_self" rel="noopener noreferrer">Centre for Vision Research</a>
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<li>
<a data-href="/research/centres/pre-hospital-emergency-research-centre" href="/research/centres/pre-hospital-emergency-research-centre" target="_blank" rel="noopener noreferrer">Pre-hospital & Emergency Research Centre</a>
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<li>
<a href="/research/joint-institutes-and-centres" target="_self" rel="noopener noreferrer">Joint Institutes and Centres</a>
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<li>
<a href="/research/support-departments" target="_self" rel="noopener noreferrer">Support Departments</a>
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<li>
<a data-href="/research/support-departments/research-operations" href="/research/support-departments/research-operations" target="_self" rel="noopener noreferrer">Research Operations Department (ROD)</a>
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<li>
<a data-href="/research/support-departments/srd" href="/research/support-departments/srd" target="_self" rel="noopener noreferrer">Sponsored Research Department (SRD)</a>
</li>
<li>
<a data-href="/research/support-departments/research-affairs" href="/research/support-departments/research-affairs" target="_self" rel="noopener noreferrer">Research Affairs Department (RAD)</a>
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<a href="/research/research-facilities" target="_self" rel="noopener noreferrer">Research Facilities</a>
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<li>
<a data-href="/research/research-facilities/behavioural-phenotyping-core-facility" href="/research/research-facilities/behavioural-phenotyping-core-facility" target="_self" rel="noopener noreferrer">Behavioural Phenotyping Core Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/biostatistics-core-facility" href="/research/research-facilities/biostatistics-core-facility" target="_self" rel="noopener noreferrer">Biostatistics Core Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/core-imaging-facility" href="/research/research-facilities/core-imaging-facility" target="_self" rel="noopener noreferrer">Core Imaging Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/duke-nus-genome-biology-facility" href="/research/research-facilities/duke-nus-genome-biology-facility" target="_self" rel="noopener noreferrer">Genome Biology Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/flow-cytometry-core-facility" href="/research/research-facilities/flow-cytometry-core-facility" target="_self" rel="noopener noreferrer">Flow Cytometry Core Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/histopathology-facility" href="/research/research-facilities/histopathology-facility" target="_self" rel="noopener noreferrer">Histopathology Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/in-vivo-molecular-imaging-facility-(ltmi)" href="/research/research-facilities/in-vivo-molecular-imaging-facility-(ltmi)" target="_self" rel="noopener noreferrer">In Vivo Molecular Imaging Facility (LTMI)</a>
</li>
<li>
<a data-href="/research/research-facilities/insectary" href="/research/research-facilities/insectary" target="_self" rel="noopener noreferrer">Insectary Core Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/metabolomics-facility" href="/research/research-facilities/metabolomics-facility" target="_self" rel="noopener noreferrer">Metabolomics Facility@DUKE-NUS</a>
</li>
<li>
<a data-href="/research/research-facilities/mouse-monitoring-core" href="/research/research-facilities/mouse-monitoring-core" target="_self" rel="noopener noreferrer">Mouse Monitoring Core</a>
</li>
<li>
<a data-href="/research/research-facilities/scage" href="/research/research-facilities/scage" target="_self" rel="noopener noreferrer">SCAGE Core Facility</a>
</li>
<li>
<a data-href="/research/research-facilities/viremics-core-facility" href="/research/research-facilities/viremics-core-facility" target="_self" rel="noopener noreferrer">ViREMiCS Core Facility</a>
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<li><a href="#">ACADEMIC MEDICINE</a><a href="javascript:void(0)" class="collapser" aria-label="hidden collapser"></a>
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<a href="/academic-medicine/about-academic-medicine" target="_self" rel="noopener noreferrer">About Academic Medicine</a>
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<a data-href="/academic-medicine/about-academic-medicine/academic-clinical-programmes" href="/academic-medicine/about-academic-medicine/academic-clinical-programmes" target="_self" rel="noopener noreferrer">Academic Clinical Programmes</a>
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<ul>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/anaesthesiology-and-perioperative-sciences" target="_self" rel="noopener noreferrer">Anaesthesiology and Perioperative Sciences</a>
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<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/cardiovascular-sciences" target="_self" rel="noopener noreferrer">Cardiovascular Sciences</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/emergency-medicine" target="_self" rel="noopener noreferrer">Emergency Medicine</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/family-medicine" target="_self" rel="noopener noreferrer">Family Medicine</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/medicine" target="_self" rel="noopener noreferrer">Medicine</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/musculoskeletal-sciences" target="_self" rel="noopener noreferrer">Musculoskeletal Sciences</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/neuroscience" target="_self" rel="noopener noreferrer">Neuroscience</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/obstetrics-and-gynaecology" target="_self" rel="noopener noreferrer">Obstetrics and Gynaecology</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/oncology" target="_self" rel="noopener noreferrer">Oncology</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/ophthalmology-and-visual-sciences" target="_self" rel="noopener noreferrer">Ophthalmology and Visual Sciences</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/oral-health" target="_self" rel="noopener noreferrer">Oral Health</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/paediatrics" target="_self" rel="noopener noreferrer">Paediatrics</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/pathology" target="_self" rel="noopener noreferrer">Pathology</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/radiological-sciences" target="_self" rel="noopener noreferrer">Radiological Sciences</a></li>
<li><a href="/academic-medicine/about-academic-medicine/academic-clinical-programmes/surgery" target="_self" rel="noopener noreferrer">Surgery</a></li>
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</li>
<li>
<a data-href="/academic-medicine/about-academic-medicine/the-singhealth-duke-nus-amc-joint-institutes-and-centres" href="/academic-medicine/about-academic-medicine/the-singhealth-duke-nus-amc-joint-institutes-and-centres" target="_self" rel="noopener noreferrer">SingHealth Duke-NUS AMC Joint Institutes and Centres</a>
</li>
<li>
<a data-href="/academic-medicine/about-academic-medicine/singhealth-duke-nus-disease-centres" href="/academic-medicine/about-academic-medicine/singhealth-duke-nus-disease-centres" target="_self" rel="noopener noreferrer">SingHealth Duke-NUS Disease Centres</a>
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</ul><a href="javascript:void(0)" class="collapser" aria-label="hidden collapser"></a>
</li>
<li>
<a href="/academic-medicine/academic-programmes-management-department-(apmd)" target="_self" rel="noopener noreferrer">About Academic Programmes Management Department</a>
<ul>
<li>
<a data-href="/academic-medicine/academic-programmes-management-department-(apmd)/am-initiatives" href="/academic-medicine/academic-programmes-management-department-(apmd)/am-initiatives" target="_self" rel="noopener noreferrer">Academic Medicine Initiatives</a>
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</ul><a href="javascript:void(0)" class="collapser" aria-label="hidden collapser"></a>
</li>
<li>
<a href="/academic-medicine/appointments-development-department-(add)" target="_self" rel="noopener noreferrer">About Appointments and Development Department</a>
<ul>
<li>
<a data-href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources" href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources" target="_self" rel="noopener noreferrer">Faculty Development Resources</a>
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<ul>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/faculty-development-programme" target="_self" rel="noopener noreferrer">Faculty Development Programmes</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/funding-opportunities" target="_self" rel="noopener noreferrer">Funding Opportunities</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/mentoring" target="_self" rel="noopener noreferrer">Mentoring</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/appointments-promotion-tenure" target="_self" rel="noopener noreferrer">Appointments, Promotion and Tenure</a>
</li>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/employment-terms" target="_self" rel="noopener noreferrer">Employment Terms</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/contact-us" target="_self" rel="noopener noreferrer">Contact ADD</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/faculty-development-resources/new-and-promoted-faculty" target="_self" rel="noopener noreferrer">Promoted & Newly Appointed Faculty</a></li>
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</li>
<li>
<a data-href="/academic-medicine/appointments-development-department-(add)/hall-of-macs" href="/academic-medicine/appointments-development-department-(add)/hall-of-macs" target="_self" rel="noopener noreferrer">Hall of Master Academic Clinicians</a>
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<ul>
<li><a href="/academic-medicine/appointments-development-department-(add)/hall-of-macs/2022" target="_self" rel="noopener noreferrer">2022</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/hall-of-macs/2021" target="_self" rel="noopener noreferrer">2021</a></li>
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</ul><a href="javascript:void(0)" class="collapser" aria-label="hidden collapser"></a>
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<li><a href="#">INNOVATION</a><a href="javascript:void(0)" class="collapser" aria-label="hidden collapser"></a>
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<li>
<a href="/innovation/research" target="_self" rel="noopener noreferrer">Office of Innovation & Entrepreneurship</a>
<ul>
<li>
<a data-href="/innovation/research/centre-for-technology-and-development" href="/innovation/research/centre-for-technology-and-development" target="_self" rel="noopener noreferrer">Centre for Technology and Development</a>
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<a data-href="/research/research-facilities/duke-nus-genome-biology-facility" href="/research/research-facilities/duke-nus-genome-biology-facility" target="_self" rel="noopener noreferrer">Genome Biology Facility</a>
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<a data-href="/research/research-facilities/flow-cytometry-core-facility" href="/research/research-facilities/flow-cytometry-core-facility" target="_self" rel="noopener noreferrer">Flow Cytometry Core Facility</a>
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<a data-href="/research/research-facilities/in-vivo-molecular-imaging-facility-(ltmi)" href="/research/research-facilities/in-vivo-molecular-imaging-facility-(ltmi)" target="_self" rel="noopener noreferrer">In Vivo Molecular Imaging Facility (LTMI)</a>
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<a data-href="/research/research-facilities/metabolomics-facility" href="/research/research-facilities/metabolomics-facility" target="_self" rel="noopener noreferrer">Metabolomics Facility@DUKE-NUS</a>
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<a data-href="/research/research-facilities/mouse-monitoring-core" href="/research/research-facilities/mouse-monitoring-core" target="_self" rel="noopener noreferrer">Mouse Monitoring Core</a>
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<a data-href="/research/research-facilities/scage" href="/research/research-facilities/scage" target="_self" rel="noopener noreferrer">SCAGE Core Facility</a>
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<a data-href="/academic-medicine/about-academic-medicine/the-singhealth-duke-nus-amc-joint-institutes-and-centres" href="/academic-medicine/about-academic-medicine/the-singhealth-duke-nus-amc-joint-institutes-and-centres" target="_self" rel="noopener noreferrer">SingHealth Duke-NUS AMC Joint Institutes and Centres</a>
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<a data-href="/academic-medicine/appointments-development-department-(add)/hall-of-macs" href="/academic-medicine/appointments-development-department-(add)/hall-of-macs" target="_self" rel="noopener noreferrer">Hall of Master Academic Clinicians</a>
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<li><a href="/academic-medicine/appointments-development-department-(add)/hall-of-macs/2022" target="_self" rel="noopener noreferrer">2022</a></li>
<li><a href="/academic-medicine/appointments-development-department-(add)/hall-of-macs/2021" target="_self" rel="noopener noreferrer">2021</a></li>
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DUKE-NUS RANKED AMONG SINGAPORE'S BEST EMPLOYERS 2023
SPOTLIGHT
Wishing you and your loved ones a joyous Eid Mubarak from all of us at Duke-NUS
EVENTS
24 Apr 2023
NCRIS Research in Progress (RIP) Meeting on 24 Apr 2023 (Mon) @12pm
25 Apr 2023
2023 Executive Certificate Workshop: Manufacturing and Quality Management System
(Conducted Face-to-Face)
27 Apr 2023
Workshop: Latent Class Analysis
28 Apr 2023
NBD Seminar Series (on-site): Food rewards vs drug rewards: What are the
determinants of addiction liability?
05 May 2023
NBD Distinguished Overseas Speaker Seminar (Hybrid): New paths of intervention
to fight Ewing sarcoma derived from a Drosophila study model
View all events
NEWS
14 Apr 2023
SingHealth, A*Star to collaborate, fund innovative projects to advance medical
technology (Straits Times)
An imaging system which could improve the diagnosis of eye diseases and make
procedures such as Lasik more effective is ...
14 Apr 2023
Scientists from Singapore and Sweden achieve promising results towards restoring
vision in blindness caused by cellular degeneration in the eye
Research reveals a promising stem cell approach to correct photoreceptor cell
degeneration, which underlies several form...
13 Apr 2023
Clinical trial of Duke-NUS, SGH co-developed AI system underway following HSA
approval
More than 70 people presenting at Singapore General Hospital’s emergency room
with chest pain have been recruited to a n...
View all news
Prof Scott Compton
Associate Dean
'Clinicians First, Clinicians Plus' signposts that our graduates are expected to
be more than just a clinician seeing patients. We aspire to promote the
development of clinicians that will lead change in systems to improve the health
of not only their patients, but for patients everywhere.
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