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An	overview	of	MRI	in	biomedical	research
What	is	biomedical	research?	
	“Biomedical research is the broad area
of science that involves the
investigation of the biological process
and the causes of disease through
careful implementation, observation,
laboratory work, analysis and testing”
And	google	scholar	says	….
Agenda	
• 	Overview	of	MRI	system	
		
	
• 	Understanding	of	biological	process	
•  Developmental	biology	
	
• Understanding	the	cause	of	pathology	
•  Angiogenesis	in	cancer	
• Workflow	of	an	MRI	project	in	biomedical	research
Gradient	
coils	
Subject	
Radio	
frequency	
coil	
Magnet	
Overview	of	a	MRI	system	
Image	courtesy:	MRI	scanner	cutaway:	Colinmcnulty.com
y
x
z
Larmor Equation
MagneJsm:	Effect	of	the	B0	,	G.r	and	B1	fields
Overview	of	a	MRI	system	
Image	courtesy:	MRI	scanner	cutaway:	
Colinmcnulty.com	
MIRC	 7
hYp://embryo.soad.umich.edu/.	
Developmental	biology	–	growth	of	the	fetus
Smitha	R.S.,	et.	al.,	ISMRM	2014	
Images	courtesy:	Dr.	Sona	Pungavkar,	NanavaJ	Mumbai	
Pathology	management
C(t)		=	f(ΔR1(t))	
T1	–	weighted	
images	for	
baseline	
T1	shortening	
contrast	agent	
[10]	Yankeelov	TE,	et.	al	MRI;23(4).	2005		
*Model		implemented		by	Dr.	Vikram	Kodibagkar	in	MATLAB	
[10]	
Tissue	perfusion,	microvascular	
density	and		
extravascular	-extracellular	volume		
--		tumor	staging,	monitor	treatment	
response	
Imaging	cancer	–	dynamic	contrast	enhanced	MRI
Starts	at	frame	6		(post-contrast)	
CS	
CS_Gauss	
CS_Glines	
CS_Thresh	
DCE	in	acJon
T2w	 Overlay	
T1w			
pre-contrast	
T1w			
post-contrast	
0 10 20 30 40 50 60
0.150
0.175
0.200
0.225
0.250
ROIIntensity
Frame #
Original Keyhole Keylines Keythresh
Gauss Glines Gthresh
Muscle	
0 10 20 30 40 50 60
0.175
0.200
0.225
0.250
ROIIntensity
Frame #
Original Keyhole Keylines Keythresh
Gauss Glines Gthresh
Poorly		perfused	region	
0 10 20 30 40 50 60
0.15
0.20
0.25
0.30
0.35
0.40
ROIIntensity
Frame #
Original Keyhole Keylines Keythresh
Gauss Glines Gthresh
Well	perfused	region	
Imaging	cancer	–	region	wise	analysis
Workflow	of	an	MR	project	
Biomedical	engg.	
quesJon	
Hardware	–	RF	
coils	
Pulse	sequence	
design	–	RF	pulses,	
trajectories	
ReconstrucJon	–	
undersampled	data	
QuanJtaJon	–	MR	
parameterizaJon	
MulJ-stage	
validaJon	
PART	II	
PART	III
MRI in biomedical research

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MRI in biomedical research