Hari/Tanggal/Waktu: Thursday, May 28, 2020 at 10:30 AM Eastern Daylight Time
Registrasi dan Online Meeting:
https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&partnerref=mktgemail&eventid=2323908&sessionid=1&key=6884E8AC88A2719B15950DFE56CFF90A®Tag=&sourcepage=register
Abstract:
Medical imaging refers to several different technologies used to view
the human body and its organs or tissues to diagnose, monitor, or
treat medical conditions. Commonly used methods include medical X-ray
imaging, computed tomography, magnetic resonance imaging (MRI), and
ultrasound. ML involves creating algorithms that automatically improve
with experience, and relies on pattern recognition to do so. Hence, ML
is naturally suited for identifying patterns, which can be well
utilized for medical image analysis. In more and more cases, ML
systems are identifying patterns that are beyond human perception, so
the use of ML in medical image analysis and visualization for
computer-aided diagnosis (CAD) is continually increasing.
This lecture will outline the fundamental ML processes involved in
medical image analysis. Achieving prediction and classification for
CAD applications will also be discussed. Some preliminary ideas of 3D
reconstruction and viewing as applied in medical image analysis will
also be presented.
Pembicara: Dr. Amlan Chakrabarti, Professor University of Calcutta
Short Bio:
Amlan Chakrabarti is a Full Professor in the A.K.Choudhury
School of Information Technology at the University of Calcutta. He is
an M.Tech. from the University of Calcutta and did his Doctoral
research at Indian Statistical Institute, Kolkata. He was a
Post-Doctoral fellow at the School of Engineering, Princeton
University, USA during 2011-2012. He is the recipient of the
prestigious Department of Science and Technolgy, Govt. of India
BOYSCAST fellowship award in Engineering Science (2011), Indian
National Science Academy (INSA) Visiting Faculty Fellowship (2014),
Japan Society for the Promotion of Science (JSPS) Invitation Research
Award (2016), Erasmus Mundus Leaders Award from EU (2017) and Hamied
Visiting Professorship from University of Cambridge (2018) and Siksha
Ratna Award by Dept. of Higher Education Govt. of West Bengal (2018).
He has also served in various capacities in various higher education
organizations both at national and international levels.
He has received multiple project grants in the areas of Security in
Cyberphysical Systems, Embedded System Design, VLSI Design, Quantum
Computing, Computer Vision and Data Science from various national and
international agencies (DST, DRDO, MietY, UGC, DAE, Ministry of Social
Empowerment, WB-DST, TCS, Intel India etc.).
He is a Sr. Member of IEEE and ACM, Distinguished Speaker of ACM,
Secretary of IEEE CEDA India Chapter, Vice President of Data Science
Society and Life Member of CSI India.