SlideShare a Scribd company logo
1 of 39
Download to read offline
ARTERIAL	SPIN	LABELING	
Pr	Jean-Yves	Gauvrit,	Pr	Jean-Christophe	Ferré	
	
University	hospital	of	Rennes,	Department	of	radiology	and	medical	imaging	
Unit/Project	VisAGeS	U746	INRIA/INSERM,	IRISA,	UMR	CNRS	6074	
Plateforme	Neurinfo	
1st Italian-French Update Imaging – IFUPI
Advanced Multiparametric Imaging - How to use in daily practice
MILAN March 23-24 2018
Introduction	
•  Arterial	Spin	Labeling	(ASL)	
•  MRI	technique	for	assessing	cerebral	blood	flow	(Detre	et	al.	MRM	
1992,	Dixon	et	al.	MRIM	1986)		
•  Non-invasive	
•  Non-irradiating	
•  No	exogenous	contrast	agent	injection	
•  Quantitative		
•  Cerebral	blood	flow	(CBS)	
•  Reliable	and	reproducible	
•  Functional	MRI	and	MR	Angiography	
•  Main	disadvantage:	low	signal-to-noise	ratio	(SNR)	
•  Sequences	available	on	MRI	but	confidential	use	
2	Introduction
ASL	principles	
•  Image	acquisition	
1.	Arterial	spin	labeling	by	a	RF	pulse	
2.	Inversion	time	TI:	time	needed	for	labeled	spins	to	reach	the	volume	of	interest	
3.	Acquisition	of	the	volume	of	interest	
A	second	acquisition	of	the	volume	of	interest	is	then	carried	out	without	labeling	
3	Introduction
ASL	principles	
•  Data	processing	and	quantification	
4	
-	 =	
Tag	image	Control	image	 Perfusion	image	 Cerebral	blood	
flow	(CBF)	map	
→	
Quantification	model	
↓
Introduction	
-	 =	 →	
↓
ASL	principles	
•  ASL	is	a	reliable	technique	for	measuring	CBF	
•  ASL	is	a	reproducible	technique	for	measuring	CBF	
5	Introduction
ASL	principles	
6	Introduction	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware
ASL	principles	
7	Introduction	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware	
Processing	
• Preprocessing	
• CBF	
quantification
ASL	principles	
8	Introduction	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware	
Processing	
• Preprocessing	
• CBF	
quantification	
Applications	
• Artifacts	
• Neuro	
• Others
ASL	principles	
9	Introduction	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware
Continuous	ASL	(CASL)	
•  Historical	method	
•  Continuous	(2-4s)	and	selective	labeling	
of	protons	going	through	a	tagging	plane	
with	an	equilibrium	state	
•  Advantages	
•  High		SNR	
•  Reliable	CBF	quantification	
•  But	
•  High	SAR	and	magnetization	transfer	effects	
(especially	at	3T)	
•  Hardware	limitation	(no	multi-channel	coil)	
Detre	et	al.	Magn	Reson	Med	1992	
10	Acquisition
Pulsed	ASL	(PASL)	
•  Wide	but	short	RF	pulses		
•  Upstream	of	the	region	of	interest	(box):	
	STAR,	QUIPPS,	Q2TIPS	
•  Over	the	whole	region	of	interest:	FAIR	
•  Advantages	
•  Easy	implementation	
•  Multi-channel	coil	
•  Parallel	imaging	possible	
•  Multi-TI	possible	(QUASAR:	arterial	transit	time)	
•  Selective	vascular	labeling	possible	
•  But	
•  Arterial	transit	effects	
•  Lower	SNR	
Edelman	et	al.	Radiology	1994	
Wong	et	al.	Magn	Reson	Med	1998	
Petersen	et	al.	Magn	Reson	Med	2006
Pseudo-continuous	ASL	(pcASL)	
•  “Hybrid”	method	
•  Multiple	short	RF	over	an	extended	
period	(1second)	
•  Advantages	
•  High	SNR	
•  Reproducibility	+++	
•  Easy	implementation	
•  But	
•  No	ArterialTransitTime	determination	
	
Wu	et	al.	Magn	Reson	Med	2007	
12	Acquisition
ASL	principles	
13	Acquisition	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware
Image	acquisition	
•  Context:	low	SNR	
Increase	the	number	of	acquisitions	(labeled-unlabeled	image	
pairs)	but	increase	in	the	acquisition	time	
->	“Clinical	”	compromise	30	acquisitions	(~	3min30)	
•  2D	SS	EPI:	most	commonly	used	method	
•  Satisfactory	SNR	and	fast	acquisition	
•  But	distortions	
•  3D	segmented	SE-EG	(i.e.:	3D	GRASE)	
•  Better	SNR,	less	distortions	,	and	better	coverage	
•  With	suppression	of	the	static	tissue	signal	(background	
suppression)	
14	Acquisition
ASL	principles	
15	Acquisition	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware
ASL:	low	SNR	
•  Increase	the	magnetic	field	
•  Intrinsic	increase	in	SNR	
•  Better	suppression	of	surrounding	tissue	
•  Increase	in	the	labeling	duration	(by	lengthening	of	the	longitudinal	
relaxation)	
•  T1	blood:	1,5T	->1350	ms	 	3T->	1650ms	
Wang	et	al.	Magn	Reson	Med	2002	
16	Acquisition
ASL:	low	SNR	
•  Use	of	multi-channel	coils		
•  Possible	with	PASL	and	pCASL	
•  12	channels->	32	channels:	SNR	+39%	
•  Parallel	imaging	possible	
17	Acquisition	
Ferré	et	al.	JMRI	2012
ASL	principles	
18	Image	processing	
Acquisition	
• Marquage	ASL	
• Acquisition	
des	coupes	
• Matériel	IRM	
Processing	of	
images	
• Preprocessing	
• Quantification
Processing	of	ASL	images	
19	
ASL	images	 Perfusion	
image	
CBF	 pvc-CBF	
Denoising	
Correction	of	partial	
volume	effects	
Quantification	
Correction	of	
movements	
Registration	on	T1	
Subtraction	
Image	processing
ASL	principles	
20	Applications	
Acquisition	
• ASL	labeling	
• Slice	
acquisition	
• MRI	hardware	
Processing	
• Preprocessing	
• CBF	
quantification	
Applications	
• Artifacts	
• Neuro	
• Others
ASL	artifacts 		
ASL-specific	artifacts	
•  Vascular	artifacts	
•  PASL>CASL	
•  Arterial	or	venous	
•  Labeled	blood	in	the	vessels	
•  Arteries:	related	to	arterial	transit	times	
•  Reduction	by	use	of	“crushers”	
	
21	Applications	
TI	1200	 											TI	1700		
Without												Crushers
ASL	artifacts 		
ASL-specific	artifacts	
•  Vascular	artifacts	
•  Loss	of	signal	in	the	upper	slices	
•  Related	to	the	relaxation	of	labeled	protons	
•  Caudo-cranial	2D,	especially	at	1.5T,	reduced	labeling	time	
•  Parallel	imaging:	decrease	the	acquisition	time	of	slices	and	thus	the	time	
between	slices	(Wang	et	al.	MRM	2005)	
	
22	Applications	
Deibler	et	al.	AJNR	2008
ASL	artifacts	 		
ASL-specific	artifacts	
•  Vascular	artifacts	
•  Loss	of	signal	in	the	upper	slices	
•  Physiological	hyperperfusion	/	hypoperfusion	
Physiological	changes	in	perfusion,	particularly	visible	with	PASL	
•  Hyperperfusion	areas	(Mamo	et	al.	Arch	Neurol	1983)	
•  Hypoperfusion	areas	(Hendrikse	et	al.	Radiology	2008):	related	to	aTT	
	
	
23	Applications
ASL	artifacts	 		
Non-specific	artifacts	
•  Movement	artifacts	
•  Magnetic	susceptibility	artifacts	
•  Related	to	SS-EG-EPI	acquisition	
•  Focal	“hypoperfusion”	
•  Decreased	by	non	EPI	imaging	and	parallel	imaging	(decrease	of	TE)		
	
24	Applications	
Without	parallel	imaging 	 							with	GRAPPA	2
Ferré	et	al.	JMRI	2012
Applications	of	ASL	
•  Cerebral	perfusion	assessment	
•  Research	–	Neurosciences	
•  Psychiatric	disease	
•  Depression	(Duhameau	et	al.	Psychiatry	Research	2010)		
•  Neurovascular	disease	
•  In	acute	phase	(Wang	et	al.	Stroke	2012)	
•  In	chronic	phase	
25	
MTT 								ASL	
Applications	
TTM 								ASL
Applications	of	ASL	
•  Tumor	
•  Tumor	characterization	(Wolf	et	al.	JMRI	2005)	
•  Pituitary	Gland	Tumor-Skull	BaseTumor	
•  Post-treatment	follow-up	(Weber	et	al.	Invest	Radiol	2004)	
26	
rCBV 					ASL 		rCBV 					ASL 		
Applications	
rCBV	(DSC)				ASL 		rCBV	(DSC)				ASL
Applications	of	ASL	
•  Cerebral	perfusion	assessment	
•  Dementia	
•  Value	+++	
•  Reveals	hypoperfusion	in	AD,	FTD…	
	(Du	et	al.	Neurology	2006,	Hu	et	al.	Neurology	2010)	
•  European	COST	Action	Arterial	Spin	Labeling	in	Dementia	
•  X	Golay	UCL	-	15	countries	
•  Objectives	
•  Standardizing	and	comparing	ASL	techniques	
•  Developing	image	processing	software	
•  Validating	ASL	as	biomarker	of	the	disease	and	its	progression	
27	
FDG	PET		 									ASL	
Applications	
Esquevin	et		al.	JFR	2012
Functional	MRI	(fMRI)	for	measuring	brain	activity	
•  fMRI:	based	on	the	neurovascular	coupling	concept	
		
28	
	
ä	
Local	increase	in	brain	metabolism	and	O2	
consumption	
ä	
Increase	in	local	brain	perfusion:		
Arterial	blood	supply	superior	to	actual	needs	
ä	
Local	hyperoxygenation	of	blood	and	downstream	
region	
	BOLD	effect	
↗	Dynamic	
susceptibility	
contrast	(DSC)	by	
arterial	spin	labeled	
(ASL)	MR	
Applications	
EEG	Neuronal	Activation	
Nuclear	Med
Applications	of	ASL:	fASL	
29	Applications	
•  Absolute	quantification	of	DSC-induced	modifications	
•  Usefulness	for	longitudinal	follow-up	
•  Good	intra-individual	reproducibility	
•  Localization	and	quantification	
		
	
•  Improved	spatial	precision	of	neuronal	activity	
•  Smaller	area	but	anatomically	more	precise	
•  Less	sensitivity	to	venous	contamination	
Raoult	et	al.	Neuroimage	2011,	Aguirre	et	al.	Neuroimage	2002
ASL-ARM	
•  First	article	ASL	:		
30	
1.5T	4	min	
2014	dynamique	MRA	
Temporal	resolution	<	100ms	
Applications
ASL-ARM	
•  First	article	ASL	:		
31	
1.5T	4	min	
2014	dynamique	MRA	
Temporal	resolution	<	100ms	
Applications
ASL-ARM	
•  First	article	ASL	:		
32	
1.5T	4	min	
2014	dynamique	MRA	
Temporal	resolution	<	100ms	
Applications
Applications	of	ASL	:	(ASL)MRA	
•  Dynamic	ASL-MRA	(time-resolved	spin	labeled	MRA)	
•  ASL	labeling	+	cardiac	gating	
•  No	constraints	related	to	exogenous	contrast	agent	bolus	
	=>	very	high	temporal	resolution	
	50-100ms	vs.	>500ms	for	dynamic	MRA	(gadolinium)	
	
•  Potential	clinical	usefulness:	characterization	of	arterio-venous	
malformations	(MAVs)	
	 	 	 		
33	
Dynamic	MRA	
Yan	et	al.	Radiology	2010;	Xu	et	al.	JMRI	2010;	Langman	et	al.	Eur	Radiol	2011	
Applications
34	
TR-SL	over	2	cycles	:	20-32	phases	
7	min	;	temporal	resolution	68	ms	
Spatial	resolution	1,5x1,5x1,5	mm3	
Applications	
Applications	of	ASL:	ASL	MRA
35	
TR-SL	over	2	cycles	:	20-32	phases	
7	min	;	temporal	resolution	68	ms	
Spatial	resolution	1,5x1,5x1,5	mm3	
Applications	
Applications	of	ASL:	ASL	MRA
Applications	of	ASL	
•  Extra-cerebral	applications	
•  Renal	perfusion	
•  Mainly	FAIR	techniques	(pulsed	over	the	whole	
region	of	interest)	
•  Measurements	correlated	with	PET		(even	with	renal	
artery	stenosis)	
•  Good	intra-	and	inter-session	reproducibility	
•  Renal	tumor	characterization	(de	Bazelaire	et	al.	Acad	
Radiol	2005;	Lanzmann	et	al.	Radiology	2012)	
•  In	experimental	conditions,	perfusion	of	
•  Diseased	bone	
•  Pancreas	
•  Uterus	and	placenta	
•  Prostate	
36	
Lanzmann	et	al.	Radiology	2012	
Applications
Main	advantages	and	disadvantages	of	ASL	
Advantages	 Disadvantages	
-	No	irradiation	
-	No	exogenous	contrast	agent	injection	
-	Absolute	quantification	of	tissue	blood	flow	
and	tissue	transit	time	possible	
-	Repeated	measurements	possible	
-	Reproducibility	
		
		
-	Low	signal-to-noise	ratio:	
Minimal	acquisition	time	of	3	min	
Limited	spatial	resolution	
-	Quantification	of	tissue	blood	volume	
impossible	(i.e.:	cerebral	blood	volume)	
-	No	standardization	of	techniques	(type	of	
labeling,	image	acquisition,	post-processing)	
among	manufacturers	
-	Optimization,	automation	and	standardization	
of	post-processing	are	still	being	developed	
37
Remenber	
•  ASL:	 Access	 to	 the	 different	 compartments	 pertaining	 to	
“neurovascular	coupling”	
•  fASLf	is	an	alternative	to	fMRI	BOLD	for	detecting	cerebral	
activation	
•  Dynamic	ASL-MRA:	possibility	of	high	temporal	resolution	
(<100ms)		
•  Clinical	validation	of	fASL	and	ASL-MRA	is	currently	ongoing	
38
Remember	
•  ASL:	MRI	method	for	perfusion	assessment		
•  Non-irradiating	
•  No	exogenous	contrast	agent	
•  Quantitative	and	reproducible	
•  Numerous	techniques,	characterized	by	
•  Labeling	type	(PASL	or	pcASL)	
•  Image	acquisition	mode	(2D	or	3D	/	EPI…)	
•  Image	processing:	important	step	
•  There	are	ASL-specific	artifacts	
•  Close	to	clinical	use	
39

More Related Content

What's hot

Magnetic resonance spectroscopy
Magnetic resonance spectroscopyMagnetic resonance spectroscopy
Magnetic resonance spectroscopyAnurag Singh
 
CT Imaging of Cerebral Ischemia and Infarction
CT Imaging of Cerebral Ischemia and Infarction CT Imaging of Cerebral Ischemia and Infarction
CT Imaging of Cerebral Ischemia and Infarction Sakher Alkhaderi
 
MRI brain; Basics and Radiological Anatomy
MRI brain; Basics and Radiological AnatomyMRI brain; Basics and Radiological Anatomy
MRI brain; Basics and Radiological AnatomyImran Rizvi
 
INTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRI
INTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRIINTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRI
INTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRIDrShreya Shukla
 
Imaging of white matter diseases
Imaging of white matter diseasesImaging of white matter diseases
Imaging of white matter diseasesNavni Garg
 
Imaging of kidny i htn by dr.abd alla shady md
Imaging of kidny i htn by dr.abd alla shady mdImaging of kidny i htn by dr.abd alla shady md
Imaging of kidny i htn by dr.abd alla shady mdFarragBahbah
 
Brachial plexus imaging
Brachial  plexus imagingBrachial  plexus imaging
Brachial plexus imagingNeurologyKota
 
RADIOLOGICAL ANATOMY OF BASAL GANGLIA
RADIOLOGICAL ANATOMY OF BASAL GANGLIARADIOLOGICAL ANATOMY OF BASAL GANGLIA
RADIOLOGICAL ANATOMY OF BASAL GANGLIADr I Gurubharath .
 
Diagnostic Imaging of Cerebellopontine Angle Masses
Diagnostic Imaging of Cerebellopontine Angle MassesDiagnostic Imaging of Cerebellopontine Angle Masses
Diagnostic Imaging of Cerebellopontine Angle MassesMohamed M.A. Zaitoun
 
Doppler ultrasound of carotid arteries
Doppler ultrasound of carotid arteriesDoppler ultrasound of carotid arteries
Doppler ultrasound of carotid arteriesSamir Haffar
 
Magnetic Resonance Perfusion
Magnetic Resonance PerfusionMagnetic Resonance Perfusion
Magnetic Resonance PerfusionRahman Ud Din
 
K space and parallel imaging
K space and parallel imagingK space and parallel imaging
K space and parallel imagingASHIK E H
 
magnetic resonance angiography
magnetic resonance angiographymagnetic resonance angiography
magnetic resonance angiographyqavi786
 
Radiological features of intracranial tumors 1
Radiological features of intracranial tumors 1Radiological features of intracranial tumors 1
Radiological features of intracranial tumors 1Dr Praveen kumar tripathi
 
Radiology of demyelinating diseases
Radiology of demyelinating diseases Radiology of demyelinating diseases
Radiology of demyelinating diseases NeurologyKota
 

What's hot (20)

Magnetic resonance spectroscopy
Magnetic resonance spectroscopyMagnetic resonance spectroscopy
Magnetic resonance spectroscopy
 
Mri brain anatomy Dr Muhammad Bin Zulfiqar
Mri brain anatomy Dr Muhammad Bin ZulfiqarMri brain anatomy Dr Muhammad Bin Zulfiqar
Mri brain anatomy Dr Muhammad Bin Zulfiqar
 
CT Imaging of Cerebral Ischemia and Infarction
CT Imaging of Cerebral Ischemia and Infarction CT Imaging of Cerebral Ischemia and Infarction
CT Imaging of Cerebral Ischemia and Infarction
 
MRI brain; Basics and Radiological Anatomy
MRI brain; Basics and Radiological AnatomyMRI brain; Basics and Radiological Anatomy
MRI brain; Basics and Radiological Anatomy
 
INTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRI
INTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRIINTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRI
INTRA CRANIAL HEMORRHAGE- AGING BLOOD ON MRI
 
Imaging of white matter diseases
Imaging of white matter diseasesImaging of white matter diseases
Imaging of white matter diseases
 
Imaging of kidny i htn by dr.abd alla shady md
Imaging of kidny i htn by dr.abd alla shady mdImaging of kidny i htn by dr.abd alla shady md
Imaging of kidny i htn by dr.abd alla shady md
 
CTV and MRV
CTV and MRVCTV and MRV
CTV and MRV
 
Brachial plexus imaging
Brachial  plexus imagingBrachial  plexus imaging
Brachial plexus imaging
 
RADIOLOGICAL ANATOMY OF BASAL GANGLIA
RADIOLOGICAL ANATOMY OF BASAL GANGLIARADIOLOGICAL ANATOMY OF BASAL GANGLIA
RADIOLOGICAL ANATOMY OF BASAL GANGLIA
 
Diagnostic Imaging of Cerebellopontine Angle Masses
Diagnostic Imaging of Cerebellopontine Angle MassesDiagnostic Imaging of Cerebellopontine Angle Masses
Diagnostic Imaging of Cerebellopontine Angle Masses
 
MRI Tractography IMAGING
MRI Tractography IMAGINGMRI Tractography IMAGING
MRI Tractography IMAGING
 
Doppler ultrasound of carotid arteries
Doppler ultrasound of carotid arteriesDoppler ultrasound of carotid arteries
Doppler ultrasound of carotid arteries
 
Magnetic Resonance Perfusion
Magnetic Resonance PerfusionMagnetic Resonance Perfusion
Magnetic Resonance Perfusion
 
K space and parallel imaging
K space and parallel imagingK space and parallel imaging
K space and parallel imaging
 
Mri sequences
Mri sequencesMri sequences
Mri sequences
 
Imaging in acute stroke
Imaging in acute strokeImaging in acute stroke
Imaging in acute stroke
 
magnetic resonance angiography
magnetic resonance angiographymagnetic resonance angiography
magnetic resonance angiography
 
Radiological features of intracranial tumors 1
Radiological features of intracranial tumors 1Radiological features of intracranial tumors 1
Radiological features of intracranial tumors 1
 
Radiology of demyelinating diseases
Radiology of demyelinating diseases Radiology of demyelinating diseases
Radiology of demyelinating diseases
 

Similar to Jean Yves Gauvrit, ASL - Arterial Spin Labeling, jfim ifupi milan 2018

Application of Neuronavigation in Brain Surgery
Application of Neuronavigation in Brain SurgeryApplication of Neuronavigation in Brain Surgery
Application of Neuronavigation in Brain SurgeryDr Fakir Mohan Sahu
 
Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013
Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013
Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013Ramasamy Nehru
 
Advanced MRI Imaging Combined with Intraoperative MRI for Brain Tumors
Advanced MRI Imaging Combined with Intraoperative MRI for Brain TumorsAdvanced MRI Imaging Combined with Intraoperative MRI for Brain Tumors
Advanced MRI Imaging Combined with Intraoperative MRI for Brain TumorsAllina Health
 
Radiology_Equipment_Lec-1_Dr. Emad Taleb.pdf
Radiology_Equipment_Lec-1_Dr. Emad Taleb.pdfRadiology_Equipment_Lec-1_Dr. Emad Taleb.pdf
Radiology_Equipment_Lec-1_Dr. Emad Taleb.pdfEmadTaleb1
 
Recent advancement in MRI
Recent advancement in MRIRecent advancement in MRI
Recent advancement in MRIYehya Yaqoob
 
Image Guided ESS
Image Guided ESSImage Guided ESS
Image Guided ESSSuryaR38
 
Expanding preclinical and histopathology capabilities with MRI technology: a ...
Expanding preclinical and histopathology capabilities with MRI technology: a ...Expanding preclinical and histopathology capabilities with MRI technology: a ...
Expanding preclinical and histopathology capabilities with MRI technology: a ...Scintica Instrumentation
 
Neurology advanced asl jy gauvrit
Neurology advanced asl jy gauvritNeurology advanced asl jy gauvrit
Neurology advanced asl jy gauvritJFIM
 
Use of computers in veterinary surgery
Use of computers in veterinary surgeryUse of computers in veterinary surgery
Use of computers in veterinary surgeryAjith Y
 
089 intravascular magnetic resonance imaging
089 intravascular magnetic resonance imaging089 intravascular magnetic resonance imaging
089 intravascular magnetic resonance imagingSHAPE Society
 
Ultrasound Machine-A Revolution In Medical Imaging
Ultrasound Machine-A Revolution In Medical ImagingUltrasound Machine-A Revolution In Medical Imaging
Ultrasound Machine-A Revolution In Medical ImagingRAVI KANT
 
185 towards the future cath lab
185 towards the future cath lab185 towards the future cath lab
185 towards the future cath labSHAPE Society
 

Similar to Jean Yves Gauvrit, ASL - Arterial Spin Labeling, jfim ifupi milan 2018 (20)

Application of Neuronavigation in Brain Surgery
Application of Neuronavigation in Brain SurgeryApplication of Neuronavigation in Brain Surgery
Application of Neuronavigation in Brain Surgery
 
Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013
Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013
Handout rmn-lecture-application of radiation-in-medicine-and-research-30-12-2013
 
Advanced MRI Imaging Combined with Intraoperative MRI for Brain Tumors
Advanced MRI Imaging Combined with Intraoperative MRI for Brain TumorsAdvanced MRI Imaging Combined with Intraoperative MRI for Brain Tumors
Advanced MRI Imaging Combined with Intraoperative MRI for Brain Tumors
 
Imaging in surgery
Imaging in surgeryImaging in surgery
Imaging in surgery
 
Radiology_Equipment_Lec-1_Dr. Emad Taleb.pdf
Radiology_Equipment_Lec-1_Dr. Emad Taleb.pdfRadiology_Equipment_Lec-1_Dr. Emad Taleb.pdf
Radiology_Equipment_Lec-1_Dr. Emad Taleb.pdf
 
Recent advancement in MRI
Recent advancement in MRIRecent advancement in MRI
Recent advancement in MRI
 
Image Guided ESS
Image Guided ESSImage Guided ESS
Image Guided ESS
 
Expanding preclinical and histopathology capabilities with MRI technology: a ...
Expanding preclinical and histopathology capabilities with MRI technology: a ...Expanding preclinical and histopathology capabilities with MRI technology: a ...
Expanding preclinical and histopathology capabilities with MRI technology: a ...
 
Neurology advanced asl jy gauvrit
Neurology advanced asl jy gauvritNeurology advanced asl jy gauvrit
Neurology advanced asl jy gauvrit
 
MRI BRAIN
MRI BRAINMRI BRAIN
MRI BRAIN
 
FMRI.ppt
FMRI.pptFMRI.ppt
FMRI.ppt
 
Use of computers in veterinary surgery
Use of computers in veterinary surgeryUse of computers in veterinary surgery
Use of computers in veterinary surgery
 
089 intravascular magnetic resonance imaging
089 intravascular magnetic resonance imaging089 intravascular magnetic resonance imaging
089 intravascular magnetic resonance imaging
 
089 intravascular magnetic resonance imaging
089 intravascular magnetic resonance imaging089 intravascular magnetic resonance imaging
089 intravascular magnetic resonance imaging
 
MRI advancement
MRI advancementMRI advancement
MRI advancement
 
Ultrasound Machine-A Revolution In Medical Imaging
Ultrasound Machine-A Revolution In Medical ImagingUltrasound Machine-A Revolution In Medical Imaging
Ultrasound Machine-A Revolution In Medical Imaging
 
IMAGING TECHNIQUES
IMAGING TECHNIQUESIMAGING TECHNIQUES
IMAGING TECHNIQUES
 
185 towards the future cath lab
185 towards the future cath lab185 towards the future cath lab
185 towards the future cath lab
 
Esv3n5
Esv3n5Esv3n5
Esv3n5
 
185 towards the future cath lab
185 towards the future cath lab185 towards the future cath lab
185 towards the future cath lab
 

More from JFIM - Journées Francophones d'Imagerie Médicale

More from JFIM - Journées Francophones d'Imagerie Médicale (20)

TRAUMATIC BRAIN INJURY - F. Benoudiba, JL Sarrazin
TRAUMATIC BRAIN INJURY - F. Benoudiba, JL SarrazinTRAUMATIC BRAIN INJURY - F. Benoudiba, JL Sarrazin
TRAUMATIC BRAIN INJURY - F. Benoudiba, JL Sarrazin
 
Acute Aortic Syndromes: Vascular Radiologist Point of View - Pr Ph Douek
Acute Aortic Syndromes:Vascular Radiologist Point of View - Pr Ph DouekAcute Aortic Syndromes:Vascular Radiologist Point of View - Pr Ph Douek
Acute Aortic Syndromes: Vascular Radiologist Point of View - Pr Ph Douek
 
Veinous thrombectomy new interventional technique - M.Cuinet
Veinous thrombectomy new interventional technique - M.Cuinet Veinous thrombectomy new interventional technique - M.Cuinet
Veinous thrombectomy new interventional technique - M.Cuinet
 
DIAGNOSIS OF A CERVICAL TUMEFACTION - F HERAN
DIAGNOSIS OF A CERVICAL TUMEFACTION - F HERANDIAGNOSIS OF A CERVICAL TUMEFACTION - F HERAN
DIAGNOSIS OF A CERVICAL TUMEFACTION - F HERAN
 
Françoise Heran Horner Syndrome, the essential, Jfim Buenos Aires 2017
Françoise Heran Horner Syndrome, the essential, Jfim Buenos Aires 2017Françoise Heran Horner Syndrome, the essential, Jfim Buenos Aires 2017
Françoise Heran Horner Syndrome, the essential, Jfim Buenos Aires 2017
 
Sophie Taieb How to avoid Errors in uterine imaging ? Jfim Buenos-Aires 2017
Sophie Taieb How to avoid Errors in uterine imaging ? Jfim Buenos-Aires 2017Sophie Taieb How to avoid Errors in uterine imaging ? Jfim Buenos-Aires 2017
Sophie Taieb How to avoid Errors in uterine imaging ? Jfim Buenos-Aires 2017
 
Matias Borensztein Thoracic biopsies and ablation, Jfim Buenos-Aires 2017
Matias Borensztein Thoracic biopsies and ablation, Jfim Buenos-Aires 2017 Matias Borensztein Thoracic biopsies and ablation, Jfim Buenos-Aires 2017
Matias Borensztein Thoracic biopsies and ablation, Jfim Buenos-Aires 2017
 
Mehdi Cadi CT colonography Jfim Buenos-Aires 2017
Mehdi Cadi  CT colonography Jfim Buenos-Aires 2017Mehdi Cadi  CT colonography Jfim Buenos-Aires 2017
Mehdi Cadi CT colonography Jfim Buenos-Aires 2017
 
Lionel Arrive, non contrast mr lymphography, jfim ifupi milan 2018
Lionel Arrive, non contrast mr lymphography, jfim ifupi milan 2018Lionel Arrive, non contrast mr lymphography, jfim ifupi milan 2018
Lionel Arrive, non contrast mr lymphography, jfim ifupi milan 2018
 
Jean Michel Correas, prostate cancer use of multiparametric ultrasound imagin...
Jean Michel Correas, prostate cancer use of multiparametric ultrasound imagin...Jean Michel Correas, prostate cancer use of multiparametric ultrasound imagin...
Jean Michel Correas, prostate cancer use of multiparametric ultrasound imagin...
 
Jean Michel Correas, small renal tumors multiparametric characterization is t...
Jean Michel Correas, small renal tumors multiparametric characterization is t...Jean Michel Correas, small renal tumors multiparametric characterization is t...
Jean Michel Correas, small renal tumors multiparametric characterization is t...
 
Christine Hoeffel, update on imaging gastroenteropancreatic neuroendocrine tu...
Christine Hoeffel, update on imaging gastroenteropancreatic neuroendocrine tu...Christine Hoeffel, update on imaging gastroenteropancreatic neuroendocrine tu...
Christine Hoeffel, update on imaging gastroenteropancreatic neuroendocrine tu...
 
Jean Yves Gauvrit, Dementia daily exploration, jfim ifupi milan 2018
Jean Yves Gauvrit, Dementia daily exploration, jfim ifupi milan 2018Jean Yves Gauvrit, Dementia daily exploration, jfim ifupi milan 2018
Jean Yves Gauvrit, Dementia daily exploration, jfim ifupi milan 2018
 
Mirko D'Onofrio, advanced multiparametric imaging in pancreas, jfim ifupi mil...
Mirko D'Onofrio, advanced multiparametric imaging in pancreas, jfim ifupi mil...Mirko D'Onofrio, advanced multiparametric imaging in pancreas, jfim ifupi mil...
Mirko D'Onofrio, advanced multiparametric imaging in pancreas, jfim ifupi mil...
 
Gianpaolo Carrafiello, follow up after thermoablation therapy, jfim ifupi mil...
Gianpaolo Carrafiello, follow up after thermoablation therapy, jfim ifupi mil...Gianpaolo Carrafiello, follow up after thermoablation therapy, jfim ifupi mil...
Gianpaolo Carrafiello, follow up after thermoablation therapy, jfim ifupi mil...
 
Giovanni Morana, diagnostic imaging of small hcc in liver cirrhosis, jfim ifu...
Giovanni Morana, diagnostic imaging of small hcc in liver cirrhosis, jfim ifu...Giovanni Morana, diagnostic imaging of small hcc in liver cirrhosis, jfim ifu...
Giovanni Morana, diagnostic imaging of small hcc in liver cirrhosis, jfim ifu...
 
Luigi Grazioli, imaging following stereotactic radiotherapy in the liver, jfi...
Luigi Grazioli, imaging following stereotactic radiotherapy in the liver, jfi...Luigi Grazioli, imaging following stereotactic radiotherapy in the liver, jfi...
Luigi Grazioli, imaging following stereotactic radiotherapy in the liver, jfi...
 
Jean Michel Correas, place and role of shear wave elastography for liver fibr...
Jean Michel Correas, place and role of shear wave elastography for liver fibr...Jean Michel Correas, place and role of shear wave elastography for liver fibr...
Jean Michel Correas, place and role of shear wave elastography for liver fibr...
 
Jean Yves Gauvrit, gadolinium retention in the brain or other tissues jfim if...
Jean Yves Gauvrit, gadolinium retention in the brain or other tissues jfim if...Jean Yves Gauvrit, gadolinium retention in the brain or other tissues jfim if...
Jean Yves Gauvrit, gadolinium retention in the brain or other tissues jfim if...
 
Andrea Esposito, prostate lesion use of multiparametric mr imaging for manage...
Andrea Esposito, prostate lesion use of multiparametric mr imaging for manage...Andrea Esposito, prostate lesion use of multiparametric mr imaging for manage...
Andrea Esposito, prostate lesion use of multiparametric mr imaging for manage...
 

Recently uploaded

Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliRewAs ALI
 
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service LucknowVIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknownarwatsonia7
 
Mumbai Call Girls Service 9910780858 Real Russian Girls Looking Models
Mumbai Call Girls Service 9910780858 Real Russian Girls Looking ModelsMumbai Call Girls Service 9910780858 Real Russian Girls Looking Models
Mumbai Call Girls Service 9910780858 Real Russian Girls Looking Modelssonalikaur4
 
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...narwatsonia7
 
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service JaipurHigh Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipurparulsinha
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Miss joya
 
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service MumbaiLow Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbaisonalikaur4
 
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowKolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowNehru place Escorts
 
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
Call Girls In Andheri East Call 9920874524 Book Hot And Sexy Girls
Call Girls In Andheri East Call 9920874524 Book Hot And Sexy GirlsCall Girls In Andheri East Call 9920874524 Book Hot And Sexy Girls
Call Girls In Andheri East Call 9920874524 Book Hot And Sexy Girlsnehamumbai
 
Call Girls Whitefield Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Whitefield Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Whitefield Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Whitefield Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...Miss joya
 
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Miss joya
 
Call Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service Availablenarwatsonia7
 
Call Girl Koramangala | 7001305949 At Low Cost Cash Payment Booking
Call Girl Koramangala | 7001305949 At Low Cost Cash Payment BookingCall Girl Koramangala | 7001305949 At Low Cost Cash Payment Booking
Call Girl Koramangala | 7001305949 At Low Cost Cash Payment Bookingnarwatsonia7
 

Recently uploaded (20)

Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
Aspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas AliAspirin presentation slides by Dr. Rewas Ali
Aspirin presentation slides by Dr. Rewas Ali
 
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service LucknowVIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
VIP Call Girls Lucknow Nandini 7001305949 Independent Escort Service Lucknow
 
Mumbai Call Girls Service 9910780858 Real Russian Girls Looking Models
Mumbai Call Girls Service 9910780858 Real Russian Girls Looking ModelsMumbai Call Girls Service 9910780858 Real Russian Girls Looking Models
Mumbai Call Girls Service 9910780858 Real Russian Girls Looking Models
 
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
Call Girls ITPL Just Call 7001305949 Top Class Call Girl Service Available
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
 
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service JaipurHigh Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
High Profile Call Girls Jaipur Vani 8445551418 Independent Escort Service Jaipur
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
Russian Call Girls in Pune Riya 9907093804 Short 1500 Night 6000 Best call gi...
 
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service MumbaiLow Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
Low Rate Call Girls Mumbai Suman 9910780858 Independent Escort Service Mumbai
 
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowKolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Kolkata Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
 
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
 
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Hsr Layout Just Call 7001305949 Top Class Call Girl Service Available
 
Call Girls In Andheri East Call 9920874524 Book Hot And Sexy Girls
Call Girls In Andheri East Call 9920874524 Book Hot And Sexy GirlsCall Girls In Andheri East Call 9920874524 Book Hot And Sexy Girls
Call Girls In Andheri East Call 9920874524 Book Hot And Sexy Girls
 
Call Girls Whitefield Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Whitefield Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Whitefield Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Whitefield Just Call 7001305949 Top Class Call Girl Service Available
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
 
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCREscort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
Escort Service Call Girls In Sarita Vihar,, 99530°56974 Delhi NCR
 
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
 
Call Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service AvailableCall Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service Available
Call Girls Jp Nagar Just Call 7001305949 Top Class Call Girl Service Available
 
Call Girl Koramangala | 7001305949 At Low Cost Cash Payment Booking
Call Girl Koramangala | 7001305949 At Low Cost Cash Payment BookingCall Girl Koramangala | 7001305949 At Low Cost Cash Payment Booking
Call Girl Koramangala | 7001305949 At Low Cost Cash Payment Booking
 

Jean Yves Gauvrit, ASL - Arterial Spin Labeling, jfim ifupi milan 2018