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| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
pipeline_tag: summarization
|
| 6 |
+
widget:
|
| 7 |
+
- text: 'the need for magnetic resonance imaging ( mri ) in patients with an implanted
|
| 8 |
+
pacemaker or implantable cardioverter - defibrillator ( icd ) is a growing clinical
|
| 9 |
+
issue . it is estimated that as many as 75% of active cardiac device recipients
|
| 10 |
+
will become indicated for mri . currently , the vast majority of such devices
|
| 11 |
+
are contraindicated for use with an mri . in european heart rhythm association
|
| 12 |
+
survey , published recently for non - mri - certified icds ( 0.51.5 t field strength
|
| 13 |
+
) , the totally subcutaneous icd ( s - icd ) system , an implantable defibrillator
|
| 14 |
+
with no leads that touch the heart , has recently been demonstrated to be a safe
|
| 15 |
+
and effective defibrillator option for patients at risk for sudden cardiac death
|
| 16 |
+
. it provides shock therapy and post - shock pacing therapy , but no long - term
|
| 17 |
+
bradycardia pacing . although it has been shown as an alternative to the standard
|
| 18 |
+
transvenous icd , its compatibility with mri remains unclear . various types of
|
| 19 |
+
clinical mri systems currently use a superconductive magnet that creates a static
|
| 20 |
+
magnetic field strength , typically 1.5 or 3 t. the use of mri with most pacemakers
|
| 21 |
+
and icds is considered a contraindication due to potential hazards , including
|
| 22 |
+
heating of the electrode that resides in or on the heart , damage to myocardium
|
| 23 |
+
, elevation of pacing thresholds , unintended induction of ventricular tachycardia
|
| 24 |
+
( vt ) or ventricular fibrillation ( vf ) , pacing inhibition , permanent device
|
| 25 |
+
malfunction , and distortion of the mri scan . recently , mr - conditional. mr
|
| 26 |
+
- conditional indicates a lack of known hazards in a specified mri environment
|
| 27 |
+
with specified conditions of use . due to the variety of mri scanners and scanning
|
| 28 |
+
protocols , it is not practical to test even a single device under all conditions
|
| 29 |
+
. hence , mr - conditional labelling dictates that the device is safe for use
|
| 30 |
+
under certain scanning conditions , as well as how the cardiac device should be
|
| 31 |
+
programmed before an exposure to the magnetic field in a mri scanner . the literature
|
| 32 |
+
, although limited , provides some guidance for imaging patients with implanted
|
| 33 |
+
pacemakers or icds that do not have mr - conditional labelling . this single -
|
| 34 |
+
centre prospective non - controlled study describes the first use of mri in patients
|
| 35 |
+
with an implanted s - icd . patients with implanted s - icd systems ( boston scientific
|
| 36 |
+
sqrx model 1010 and q - trak model 3010 ) were enrolled for mri testing over a
|
| 37 |
+
period of 18 months . the s - icd system implanted in this patient cohort was
|
| 38 |
+
composed of a can implanted in a left mid - lateral pocket and a para - sternal
|
| 39 |
+
subcutaneous electrode . the s - icd is currently not certified for use with an
|
| 40 |
+
mri ; therefore , the ethics committee of homolka hospital , prague , czech republic
|
| 41 |
+
approved our clinical study . patients with newly implanted s - icd systems (
|
| 42 |
+
< 6 weeks ) were excluded , and none of the patients had any intravascular leads
|
| 43 |
+
. the patients were randomized for either a cardiac , brain , cervical , or lumbar
|
| 44 |
+
spinal scan . one of the subjects underwent an additional knee examination , due
|
| 45 |
+
to reported chronic pain . a total of 15 patients were enrolled into this study
|
| 46 |
+
( 12 males and three females , aged 2283 years , mean 53 years . subjects in our
|
| 47 |
+
cohort ( table 1 ) underwent a total of 22 mri scans between 6 june 2012 and 24
|
| 48 |
+
december 2013 . in total , five brain scans , three cardiac scans , 12 lumbar
|
| 49 |
+
scans , one knee , and one cervical spine scan were conducted ( table 2 ) . however
|
| 50 |
+
, in one patient a minor disc protrusion was found , in other mri revealed stenosis
|
| 51 |
+
of intervertebral foramen which was causing radicular pain of the nerve root l4
|
| 52 |
+
and based on this examination the patient was referred to ct - navigated periradicular
|
| 53 |
+
therapy . table 1summary of patient anatomical data and scan locations , along
|
| 54 |
+
with noted clinical eventsidagesexbmidgef , % indication for s - icdheating0164f20.5hcmp
|
| 55 |
+
/ vfs85secondary preventionnone0283m30.0post - mi / smvts post - catheter ablation/35secondary
|
| 56 |
+
prevention ( post - transvenous icd extraction)none0331m25.3arvc / d / smvts68secondary
|
| 57 |
+
preventionin - tolerable re - scanned0458m23.6post - mi / post - cabg30primary
|
| 58 |
+
preventionnone0577m25.5post - mi30primary preventionnone0663m27.0post - mi30primary
|
| 59 |
+
preventionnone0768m23.7post - mi / vfs / vts60secondary prevention post - transvenous
|
| 60 |
+
icd extraction / svc occlusiontolerable0822m29.4brugada sy / vfs68secondary preventionin
|
| 61 |
+
- tolerable re - scanned0959m27.1dcmp / vfs / post - mitral valve surgery/60secondary
|
| 62 |
+
prev./post - transvenous icd extractionnone1041f24.6arvc / d70primary preventionnone1123f21.5lqts
|
| 63 |
+
/ vf60secondary preventionnone1266m36.9post - mi / vf / post - cabg50secondary
|
| 64 |
+
prevention / post - repeat transvenous icd extractiontolerable1348m22.9dcmp(non
|
| 65 |
+
- compaction)/vfs35secondary preventionnone1470m29systolic dysfunction of lv35primary
|
| 66 |
+
preventionnone1526m33brugada sy65primary preventionnonehcmp , hypertrophic cardiomyopathy
|
| 67 |
+
; smvt , sustained monomorphic ventricular tachycardia ; mi , myocardial infarction
|
| 68 |
+
; arvc , arrhythmogenic right ventricular cardiomyopathy ; cabg , coronary artery
|
| 69 |
+
by - pass graft ; lqts , long qt syndrom . table 2parmeters of s - icd and patient
|
| 70 |
+
sensation during individual mri scansscan # idbody partheating sensationsshock
|
| 71 |
+
zone ( b.p.m.)condit . shock zone ( b.p.m.)bat % episode num.101brainnone2302101001202brainnone240220861303l
|
| 72 |
+
spinein - tolerable240220831403brainnone240220831504brainnone220190691605l spinenone220210541706l
|
| 73 |
+
spinenone240220681807l spinetolerable240220582908l spinein - tolerablenananana1008brainnonenananana1108l
|
| 74 |
+
spinenone2302108411209heartnone2402208911310l spinenone2301807911410heartnonenananana1511heartnone2301909711612l
|
| 75 |
+
spinetolerable2001709721712l spinenone2001709421813c spinenone23019010041913l
|
| 76 |
+
spinenone23019010042014l spinenone2301908612115kneenone25021010012215l spinenone2502101001s
|
| 77 |
+
- icd parameters acquired prior- and post - mri were without any change , therefore
|
| 78 |
+
only one value is presented.indices : na , not available ; l spine , lumbar spine
|
| 79 |
+
; c spine , cervical spine . summary of patient anatomical data and scan locations
|
| 80 |
+
, along with noted clinical events hcmp , hypertrophic cardiomyopathy ; smvt ,
|
| 81 |
+
sustained monomorphic ventricular tachycardia ; mi , myocardial infarction ; arvc
|
| 82 |
+
, arrhythmogenic right ventricular cardiomyopathy ; cabg , coronary artery by
|
| 83 |
+
- pass graft ; lqts , long qt syndrom . parmeters of s - icd and patient sensation
|
| 84 |
+
during individual mri scans s - icd parameters acquired prior- and post - mri
|
| 85 |
+
were without any change , therefore only one value is presented . indices : na
|
| 86 |
+
, not available ; l spine , lumbar spine ; c spine , cervical spine . studies
|
| 87 |
+
were performed using a siemens avanto 1.5 t mri scanner ( vb17 software , quantum
|
| 88 |
+
gradient coils ) . all scans were run in normal operating mode , which is limited
|
| 89 |
+
to 2 w / kg whole body averaged specific absorption rate ( sar ) . clinically
|
| 90 |
+
relevant mri sequences were used for evaluation ( see table 3 ) . table 3types
|
| 91 |
+
of pulse sequences typically used for imaging of respective anatomical areasscan
|
| 92 |
+
locationscan sequencesflairdwiflashfsehastesestirtruefispbrainxxxxheartxxxxcervical
|
| 93 |
+
spinexxkneexxxxlumbar spinexxflair , fluid attenuated inversion recovery ; dwi
|
| 94 |
+
, diffusion weighted imaging ; flash , fast low angle shot ; fse , fast spin echo
|
| 95 |
+
; haste , half acquisition single - shot turbo spin echo ; se , spin echo ; stir
|
| 96 |
+
, short tau inversion recovery ; truefisp , true fast imaging with steady - state
|
| 97 |
+
precession.fse sequence caused heating in subjects with a thermistor probe during
|
| 98 |
+
lumbar spine examination ( see the text for details ) . types of pulse sequences
|
| 99 |
+
typically used for imaging of respective anatomical areas flair , fluid attenuated
|
| 100 |
+
inversion recovery ; dwi , diffusion weighted imaging ; flash , fast low angle
|
| 101 |
+
shot ; fse , fast spin echo ; haste , half acquisition single - shot turbo spin
|
| 102 |
+
echo ; se , spin echo ; stir , short tau inversion recovery ; truefisp , true
|
| 103 |
+
fast imaging with steady - state precession . fse sequence caused heating in subjects
|
| 104 |
+
with a thermistor probe during lumbar spine examination ( see the text for details
|
| 105 |
+
) . patients were asked to report immediately any pain , torqueing movement ,
|
| 106 |
+
or heating sensation in the area of the pocket or the electrode by pressing an
|
| 107 |
+
emergency bulb . furthermore , all patients were questioned immediately following
|
| 108 |
+
the mri procedure to ascertain any discomfort in the vicinity of the can or electrode
|
| 109 |
+
. pulse oximetry and standard lead electrocardiogram ( ecg ) if discomfort occurred
|
| 110 |
+
, the patient was asked if the scan could be repeated at a later time using a
|
| 111 |
+
revised scan sequence or the subject was again randomized for another anatomical
|
| 112 |
+
area . since none of the components of the s - icd system are on or in the heart
|
| 113 |
+
, heating near or around however , heating near the electrode or can with the
|
| 114 |
+
s - icd system may still cause serious patient discomfort . therefore , along
|
| 115 |
+
with education of subjects , each patient was instrumented by taping an oesophageal
|
| 116 |
+
temperature probe ( beta - therm model g22k7mcd8 ) on the skin over the mid -
|
| 117 |
+
lateral implant site to record any temperature excursions that might be correlated
|
| 118 |
+
to patient symptoms of heating / discomfort near the pocket . to minimize the
|
| 119 |
+
risk of inappropriate therapy , the s - icd system was programmed to therapy each
|
| 120 |
+
s - icd system was evaluated prior to and immediately after the scan to verify
|
| 121 |
+
proper functioning , including interrogation , sensing , and battery voltage .
|
| 122 |
+
after the completion of the mri , long - term regular clinical follow - up and
|
| 123 |
+
checking of the device were performed . patients with implanted s - icd systems
|
| 124 |
+
( boston scientific sqrx model 1010 and q - trak model 3010 ) were enrolled for
|
| 125 |
+
mri testing over a period of 18 months . the s - icd system implanted in this
|
| 126 |
+
patient cohort was composed of a can implanted in a left mid - lateral pocket
|
| 127 |
+
and a para - sternal subcutaneous electrode . the s - icd is currently not certified
|
| 128 |
+
for use with an mri ; therefore , the ethics committee of homolka hospital , prague
|
| 129 |
+
, czech republic approved our clinical study . patients with newly implanted s
|
| 130 |
+
- icd systems ( < 6 weeks ) were excluded , and none of the patients had any intravascular
|
| 131 |
+
leads . the patients were randomized for either a cardiac , brain , cervical ,
|
| 132 |
+
or lumbar spinal scan . one of the subjects underwent an additional knee examination
|
| 133 |
+
, due to reported chronic pain . a total of 15 patients were enrolled into this
|
| 134 |
+
study ( 12 males and three females , aged 2283 years , mean 53 years . subjects
|
| 135 |
+
in our cohort ( table 1 ) underwent a total of 22 mri scans between 6 june 2012
|
| 136 |
+
and 24 december 2013 . in total , five brain scans , three cardiac scans , 12
|
| 137 |
+
lumbar scans , one knee , and one cervical spine scan were conducted ( table 2
|
| 138 |
+
) . however , in one patient a minor disc protrusion was found , in other mri
|
| 139 |
+
revealed stenosis of intervertebral foramen which was causing radicular pain of
|
| 140 |
+
the nerve root l4 and based on this examination the patient was referred to ct
|
| 141 |
+
- navigated periradicular therapy . table 1summary of patient anatomical data
|
| 142 |
+
and scan locations , along with noted clinical eventsidagesexbmidgef , % indication
|
| 143 |
+
for s - icdheating0164f20.5hcmp / vfs85secondary preventionnone0283m30.0post -
|
| 144 |
+
mi / smvts post - catheter ablation/35secondary prevention ( post - transvenous
|
| 145 |
+
icd extraction)none0331m25.3arvc / d / smvts68secondary preventionin - tolerable
|
| 146 |
+
re - scanned0458m23.6post - mi / post - cabg30primary preventionnone0577m25.5post
|
| 147 |
+
- mi30primary preventionnone0663m27.0post - mi30primary preventionnone0768m23.7post
|
| 148 |
+
- mi / vfs / vts60secondary prevention post - transvenous icd extraction / svc
|
| 149 |
+
occlusiontolerable0822m29.4brugada sy / vfs68secondary preventionin - tolerable
|
| 150 |
+
re - scanned0959m27.1dcmp / vfs / post - mitral valve surgery/60secondary prev./post
|
| 151 |
+
- transvenous icd extractionnone1041f24.6arvc / d70primary preventionnone1123f21.5lqts
|
| 152 |
+
/ vf60secondary preventionnone1266m36.9post - mi / vf / post - cabg50secondary
|
| 153 |
+
prevention / post - repeat transvenous icd extractiontolerable1348m22.9dcmp(non
|
| 154 |
+
- compaction)/vfs35secondary preventionnone1470m29systolic dysfunction of lv35primary
|
| 155 |
+
preventionnone1526m33brugada sy65primary preventionnonehcmp , hypertrophic cardiomyopathy
|
| 156 |
+
; smvt , sustained monomorphic ventricular tachycardia ; mi , myocardial infarction
|
| 157 |
+
; arvc , arrhythmogenic right ventricular cardiomyopathy ; cabg , coronary artery
|
| 158 |
+
by - pass graft ; lqts , long qt syndrom . table 2parmeters of s - icd and patient
|
| 159 |
+
sensation during individual mri scansscan # idbody partheating sensationsshock
|
| 160 |
+
zone ( b.p.m.)condit . shock zone ( b.p.m.)bat % episode num.101brainnone2302101001202brainnone240220861303l
|
| 161 |
+
spinein - tolerable240220831403brainnone240220831504brainnone220190691605l spinenone220210541706l
|
| 162 |
+
spinenone240220681807l spinetolerable240220582908l spinein - tolerablenananana1008brainnonenananana1108l
|
| 163 |
+
spinenone2302108411209heartnone2402208911310l spinenone2301807911410heartnonenananana1511heartnone2301909711612l
|
| 164 |
+
spinetolerable2001709721712l spinenone2001709421813c spinenone23019010041913l
|
| 165 |
+
spinenone23019010042014l spinenone2301908612115kneenone25021010012215l spinenone2502101001s
|
| 166 |
+
- icd parameters acquired prior- and post - mri were without any change , therefore
|
| 167 |
+
only one value is presented.indices : na , not available ; l spine , lumbar spine
|
| 168 |
+
; c spine , cervical spine . summary of patient anatomical data and scan locations
|
| 169 |
+
, along with noted clinical events hcmp , hypertrophic cardiomyopathy ; smvt ,
|
| 170 |
+
sustained monomorphic ventricular tachycardia ; mi , myocardial infarction ; arvc
|
| 171 |
+
, arrhythmogenic right ventricular cardiomyopathy ; cabg , coronary artery by
|
| 172 |
+
- pass graft ; lqts , long qt syndrom . parmeters of s - icd and patient sensation
|
| 173 |
+
during individual mri scans s - icd parameters acquired prior- and post - mri
|
| 174 |
+
were without any change , therefore only one value is presented . indices : na
|
| 175 |
+
, not available ; l spine , lumbar spine ; c spine , cervical spine . studies
|
| 176 |
+
were performed using a siemens avanto 1.5 t mri scanner ( vb17 software , quantum
|
| 177 |
+
gradient coils ) . all scans were run in normal operating mode , which is limited
|
| 178 |
+
to 2 w / kg whole body averaged specific absorption rate ( sar ) . clinically
|
| 179 |
+
relevant mri sequences were used for evaluation ( see table 3 ) . table 3types
|
| 180 |
+
of pulse sequences typically used for imaging of respective anatomical areasscan
|
| 181 |
+
locationscan sequencesflairdwiflashfsehastesestirtruefispbrainxxxxheartxxxxcervical
|
| 182 |
+
spinexxkneexxxxlumbar spinexxflair , fluid attenuated inversion recovery ; dwi
|
| 183 |
+
, diffusion weighted imaging ; flash , fast low angle shot ; fse , fast spin echo
|
| 184 |
+
; haste , half acquisition single - shot turbo spin echo ; se , spin echo ; stir
|
| 185 |
+
, short tau inversion recovery ; truefisp , true fast imaging with steady - state
|
| 186 |
+
precession.fse sequence caused heating in subjects with a thermistor probe during
|
| 187 |
+
lumbar spine examination ( see the text for details ) . types of pulse sequences
|
| 188 |
+
typically used for imaging of respective anatomical areas flair , fluid attenuated
|
| 189 |
+
inversion recovery ; dwi , diffusion weighted imaging ; flash , fast low angle
|
| 190 |
+
shot ; fse , fast spin echo ; haste , half acquisition single - shot turbo spin
|
| 191 |
+
echo ; se , spin echo ; stir , short tau inversion recovery ; truefisp , true
|
| 192 |
+
fast imaging with steady - state precession . fse sequence caused heating in subjects
|
| 193 |
+
with a thermistor probe during lumbar spine examination ( see the text for details
|
| 194 |
+
) . patients were asked to report immediately any pain , torqueing movement ,
|
| 195 |
+
or heating sensation in the area of the pocket or the electrode by pressing an
|
| 196 |
+
emergency bulb . furthermore , all patients were questioned immediately following
|
| 197 |
+
the mri procedure to ascertain any discomfort in the vicinity of the can or electrode
|
| 198 |
+
. pulse oximetry and standard lead electrocardiogram ( ecg ) if discomfort occurred
|
| 199 |
+
, the patient was asked if the scan could be repeated at a later time using a
|
| 200 |
+
revised scan sequence or the subject was again randomized for another anatomical
|
| 201 |
+
area . since none of the components of the s - icd system are on or in the heart
|
| 202 |
+
, heating near or around the electrode can not harm the myocardium . however ,
|
| 203 |
+
heating near the electrode or can with the s - icd system may still cause serious
|
| 204 |
+
patient discomfort . therefore , along with education of subjects , each patient
|
| 205 |
+
was instrumented by taping an oesophageal temperature probe ( beta - therm model
|
| 206 |
+
g22k7mcd8 ) on the skin over the mid - lateral implant site to record any temperature
|
| 207 |
+
excursions that might be correlated to patient symptoms of heating / discomfort
|
| 208 |
+
near the pocket . to minimize the risk of inappropriate therapy , the s - icd
|
| 209 |
+
system was programmed to therapy each s - icd system was evaluated prior to and
|
| 210 |
+
immediately after the scan to verify proper functioning , including interrogation
|
| 211 |
+
, sensing , and battery voltage . after the completion of the mri , the s - icd
|
| 212 |
+
system was reprogrammed to original settings . long - term regular clinical follow
|
| 213 |
+
- up and checking of the device were performed . no anomalies were noted via pulse
|
| 214 |
+
oximetry or ecg during the scans for any of the patients . eleven of 15 patients
|
| 215 |
+
reported no sensation or pain from heating of the can , two of 15 patients reported
|
| 216 |
+
feeling some heating , and two patients reported intolerable heating ( see table
|
| 217 |
+
2 ) . in patients with intolerable heating , the scan was halted within seconds
|
| 218 |
+
and changed to a scan of the brain , which proceeded without incident . patient
|
| 219 |
+
reports of heating in the vicinity of the can occurred only during lumbar scans
|
| 220 |
+
with a thermistor probe ; no such reports occurred during scans of the brain ,
|
| 221 |
+
cardiac area , cervical spine , or without the probe . in two cases where heating
|
| 222 |
+
in the vicinity of the can was reported by the patient , the scan sequence was
|
| 223 |
+
altered to reduce the intensity of radiofrequency ( rf ) field exposure by reducing
|
| 224 |
+
the turbo factor ( e.g. from 21 to 7 ) , increasing the repetition time ( e.g.
|
| 225 |
+
to > 4000 ms ) , and reducing the flip angle ( e.g. from 170 to 120 ) . the target
|
| 226 |
+
values were chosen arbitrarily to maintain image contrast ( flip angle ) and keep
|
| 227 |
+
scan time at reasonable limits ( turbo factor and repetition time ) . less heating
|
| 228 |
+
was noted by patients after these modifications to the scan parameters were made
|
| 229 |
+
. 03 ) was observed to have a skin lesion , appearing to be a circular rash or
|
| 230 |
+
ulcer on the surface of the skin over the can , approximately 35 mm in diameter
|
| 231 |
+
. the cause of this skin anomaly is not known ; it was later noted to have fully
|
| 232 |
+
healed at a follow - up 10 days after the scan . to ascertain the effect of heating
|
| 233 |
+
due to the instrumented thermistor catheter , the two patients who experienced
|
| 234 |
+
the heating ( examinations 9 and 16 , see table 2 ) were rescanned several weeks
|
| 235 |
+
later without the thermistor catheter in place ( examinations 11 and 17 ) . first
|
| 236 |
+
, modified sequence ( with even lower amount of energy deposited in the tissue
|
| 237 |
+
) was used , which caused no heating . as no sensation was reported by the subjects
|
| 238 |
+
, they were asked to report even a minimal discomfort , and the lumbar scans were
|
| 239 |
+
performed using the same settings that resulted in heating with the thermistor
|
| 240 |
+
catheter in place in the first imaging session . the results of the rescans revealed
|
| 241 |
+
that no heating was felt by the patients when the thermistor catheter was absent
|
| 242 |
+
. there were no noted changes to battery voltage , ability to detect the qrs signal
|
| 243 |
+
or stored diagnostic data . pacing thresholds can not be assessed by the s - icd
|
| 244 |
+
system , so this was not evaluated . none of the patients reported any pulling
|
| 245 |
+
or twisting of the can or pain from heating of the s - icd electrode . for scans
|
| 246 |
+
of the brain , lumbar spine , knee , and cervical spine , no effect from image
|
| 247 |
+
artefact was noted in the anatomical area of interest . however , for scans of
|
| 248 |
+
the cardiac area , image artefact was noted to interfere with the ability to see
|
| 249 |
+
parts of the left ventricle , though the right ventricle of the heart was unaffected
|
| 250 |
+
and could be imaged usefully . this was due to the can and not the electrode (
|
| 251 |
+
see figure 1 ) , modifications to the protocol for the lumbar spine resulted in
|
| 252 |
+
a lower signal - to - noise ratio ; however , the images remain in diagnostic
|
| 253 |
+
quality ( see figure 2 ) . figure 1kinetic study in four - chamber view : the
|
| 254 |
+
systolic ( a and c ) and diastolic ( b and d ) images of cine sequences , four
|
| 255 |
+
- chamber view . the steady - state free precession ( ssfp ) sequence ( a and
|
| 256 |
+
b ) shows more artefacts . in ssfp kinetic study , an inflow of dark blood from
|
| 257 |
+
the left pulmonary veins was seen . it could be caused by s - icd but also by
|
| 258 |
+
metallic ring in mitral annulus . the spoiled gradient echo ( gre ) sequence (
|
| 259 |
+
c and d ) is better , but an artefact at the lateral wall is obvious . figure
|
| 260 |
+
2lumbar spine imaging with icd : low sar t2 fse sequence ( upper image ) compared
|
| 261 |
+
with normal t2 fse in the same subject ( lower image , for the scanning parameters
|
| 262 |
+
see the discussion section ) . kinetic study in four - chamber view : the systolic
|
| 263 |
+
( a and c ) and diastolic ( b and d ) images of cine sequences , four - chamber
|
| 264 |
+
view . the steady - state free precession ( ssfp ) sequence ( a and b ) shows
|
| 265 |
+
more artefacts . in ssfp kinetic study , an inflow of dark blood from the left
|
| 266 |
+
pulmonary veins was seen . it could be caused by s - icd but also by metallic
|
| 267 |
+
ring in mitral annulus . the spoiled gradient echo ( gre ) sequence ( c and d
|
| 268 |
+
) is better , but an artefact at the lateral wall is obvious . lumbar spine imaging
|
| 269 |
+
with icd : low sar t2 fse sequence ( upper image ) compared with normal t2 fse
|
| 270 |
+
in the same subject ( lower image , for the scanning parameters see the discussion
|
| 271 |
+
section ) . there were no noted changes to battery voltage , ability to detect
|
| 272 |
+
the qrs signal or stored diagnostic data . pacing thresholds can not be assessed
|
| 273 |
+
by the s - icd system , so this was not evaluated . none of the patients reported
|
| 274 |
+
any pulling or twisting of the can or pain from heating of the s - icd electrode
|
| 275 |
+
. for scans of the brain , lumbar spine , knee , and cervical spine , no effect
|
| 276 |
+
from image artefact was noted in the anatomical area of interest . however , for
|
| 277 |
+
scans of the cardiac area , image artefact was noted to interfere with the ability
|
| 278 |
+
to see parts of the left ventricle , though the right ventricle of the heart was
|
| 279 |
+
unaffected and could be imaged usefully . this was due to the can and not the
|
| 280 |
+
electrode ( see figure 1 ) , modifications to the protocol for the lumbar spine
|
| 281 |
+
resulted in a lower signal - to - noise ratio ; however , the images remain in
|
| 282 |
+
diagnostic quality ( see figure 2 ) . figure 1kinetic study in four - chamber
|
| 283 |
+
view : the systolic ( a and c ) and diastolic ( b and d ) images of cine sequences
|
| 284 |
+
, four - chamber view . the steady - state free precession ( ssfp ) sequence (
|
| 285 |
+
a and b ) shows more artefacts . in ssfp kinetic study , an inflow of dark blood
|
| 286 |
+
from the left pulmonary veins was seen . it could be caused by s - icd but also
|
| 287 |
+
by metallic ring in mitral annulus . the spoiled gradient echo ( gre ) sequence
|
| 288 |
+
( c and d ) is better , but an artefact at the lateral wall is obvious . figure
|
| 289 |
+
2lumbar spine imaging with icd : low sar t2 fse sequence ( upper image ) compared
|
| 290 |
+
with normal t2 fse in the same subject ( lower image , for the scanning parameters
|
| 291 |
+
see the discussion section ) . kinetic study in four - chamber view : the systolic
|
| 292 |
+
( a and c ) and diastolic ( b and d ) images of cine sequences , four - chamber
|
| 293 |
+
view . the steady - state free precession ( ssfp ) sequence ( a and b ) shows
|
| 294 |
+
more artefacts . in ssfp kinetic study , an inflow of dark blood from the left
|
| 295 |
+
pulmonary veins was seen . it could be caused by s - icd but also by metallic
|
| 296 |
+
ring in mitral annulus . the spoiled gradient echo ( gre ) sequence ( c and d
|
| 297 |
+
) is better , but an artefact at the lateral wall is obvious . lumbar spine imaging
|
| 298 |
+
with icd : low sar t2 fse sequence ( upper image ) compared with normal t2 fse
|
| 299 |
+
in the same subject ( lower image , there are several reports in the current literature
|
| 300 |
+
about mr - conditional pacemakers from several companies , but very limited reports
|
| 301 |
+
about mr - conditional icds . biotronik announced in late 2011 release of their
|
| 302 |
+
first mr - compatible icd device and defibrillator leads pro mri , but in the
|
| 303 |
+
conditions of use excluded scanning of the torso and focused more on the extremities
|
| 304 |
+
examination . in european heart rhythm association survey , 60% of centres did
|
| 305 |
+
not implant any mri - certified icds , 34.3% implanted < 10 icd devices , and
|
| 306 |
+
only 5.6% implanted 10 and more icds ; one - fifth of responders stated that mri
|
| 307 |
+
- certified icds should be implanted in all patients but lack of reimbursement
|
| 308 |
+
was indicated as a possible obstacle to implant more mri - certified pacemakers
|
| 309 |
+
/ icds by 47.1% of responding centres . none of the components of the s - icd
|
| 310 |
+
system are on or in the heart . the s - icd depends less upon being in direct
|
| 311 |
+
contact with the myocardium to function and instead uses far - field sensing and
|
| 312 |
+
stimulation to provide the shock and post - shock pacing therapy . as a consequence
|
| 313 |
+
, unlike transvenous systems heating near or around the electrode can not harm
|
| 314 |
+
the myocardium , which could present with possible safety consequences such as
|
| 315 |
+
an elevation in pacing thresholds or scarring of the myocardium , but it may still
|
| 316 |
+
cause serious patient discomfort . because the s - icd is larger than modern transvenous
|
| 317 |
+
icd ''s , there may be more potential for the can to experience heating due to
|
| 318 |
+
the magnetic gradient or rf field . we report results from what we believe is
|
| 319 |
+
the first experience of mri scanning in patients with an implanted s - icd and
|
| 320 |
+
in various anatomical areas . overall , mri was performed safely in all patients
|
| 321 |
+
, which is in contrast to the current literature with mri imaging in patients
|
| 322 |
+
with electrical - active devices which are not mri - conditional . in our study
|
| 323 |
+
, the primary clinically significant event attributable to the mri scan was the
|
| 324 |
+
occurrence of heating in the area of the pocket in the four patients that underwent
|
| 325 |
+
lumbar scans . it was not known if this was due to the s - icd can itself or an
|
| 326 |
+
artefact of the thermistor catheter used to measure skin temperature over the
|
| 327 |
+
pocket . this required a revision of our protocol , which was to re - scan two
|
| 328 |
+
of the patients who complained of heating . re - scanning of these patients without
|
| 329 |
+
the thermistor probe resulted in no complaints of heating , so it is assumed that
|
| 330 |
+
the thermistor catheter itself heated during the lumbar scans and caused the discomfort
|
| 331 |
+
. as further evidence , all the heating complaints occurred during rf - intensive
|
| 332 |
+
scan sequences ( namely fast spin echo ) with the temperature probe located axially
|
| 333 |
+
near the centre of the bore , where rf fields are the highest . the thermistor
|
| 334 |
+
catheter is constructed of insulated conductive cables connected to electrodes
|
| 335 |
+
and should couple to the rf fields efficiently , causing heating at the electrodes
|
| 336 |
+
and pain or damage on the surface of the skin where the probe was placed over
|
| 337 |
+
the s - icd can . if the heating was due to the s - icd can itself , it would
|
| 338 |
+
more likely occur during gradient - intensive scan sequences ( which can generate
|
| 339 |
+
eddy currents on can surfaces and internal components ) and at locations in the
|
| 340 |
+
bore where there are high gradient fields , such as near the bore edges . however
|
| 341 |
+
, when the patient was scanned with gradient - intensive scan sequences ( e.g.
|
| 342 |
+
flair dwi ) and with the s - icd system in high gradient field locations in the
|
| 343 |
+
bore ( e.g. such as during a brain scan ) , patients did not detect any heating
|
| 344 |
+
or discomfort . in addition , the subcutaneous lead , which was not instrumented
|
| 345 |
+
with a thermistor catheter , never resulted in any heating sensation noted by
|
| 346 |
+
the patient , even when exactly the same sequence that resulted in heating in
|
| 347 |
+
the first session was used . the use of mri - compatible temperature monitors
|
| 348 |
+
such as fibre optic temperature probes would have provided better confirmation
|
| 349 |
+
of possible skin temperature elevation and would not have been affected by the
|
| 350 |
+
rf fields . for cardiac imaging , the main problem to solve is metallic artefact
|
| 351 |
+
, especially on the gradient - echo sequences . like in research performed by
|
| 352 |
+
nazarian et al . , several scan protocols were used to see if any yielded different
|
| 353 |
+
effects or reduced the qualitative extent of artefact . gradient mode was changed
|
| 354 |
+
from normal to whisper , resulting in slower ramping of the field and therefore
|
| 355 |
+
diminishing the changes of the magnetic field in time . artefacts when present
|
| 356 |
+
were limited to blurring of the left ventricle during cardiac scans and most yielded
|
| 357 |
+
clinically useful information . standard interrogation of the s - icd revealed
|
| 358 |
+
no adverse effects upon the functioning of the system . while no adverse effects
|
| 359 |
+
upon the post - scan s - icd device function were noted , not all possible scanning
|
| 360 |
+
protocols were tested . it should be noted that , four of the s - icd ''s were
|
| 361 |
+
exposed to repeat mri scans without adverse effects to device function . in addition
|
| 362 |
+
, because the s - icd does not provide long - term bradycardia pacing , it is
|
| 363 |
+
assumed that pacemaker - dependent patients would not be implanted with this system
|
| 364 |
+
. the inhibition of the pacemaker function during the scanning sequence and possible
|
| 365 |
+
pacing threshold changes are a unique concern in patients implanted with transvenous
|
| 366 |
+
icds . this study included only 15 patients and 22 scans done on the same 1.5
|
| 367 |
+
t mri scanner . thus , even these preliminary results should only be applied to
|
| 368 |
+
1.5 t mri scanners ( similarly as reported in the present literature for other
|
| 369 |
+
implantable devices ) . device functionality was tested immediately after the
|
| 370 |
+
scan but not for long - term effects . in addition , not all device functions
|
| 371 |
+
were tested although the s - icd system does have a beeper / interrogation warning
|
| 372 |
+
if battery levels or memory irregularities occur . however , patients were scheduled
|
| 373 |
+
for regular check - up and no defect of the device was observed in following 725
|
| 374 |
+
months ( mean observation time 18 months ) . delayed enhancement mri for determining
|
| 375 |
+
cardiac scarring was also not tested . also , there are other anatomical areas
|
| 376 |
+
that were not evaluated , such as shoulder and knees . this study included only
|
| 377 |
+
15 patients and 22 scans done on the same 1.5 t mri scanner . thus , even these
|
| 378 |
+
preliminary results should only be applied to 1.5 t mri scanners ( similarly as
|
| 379 |
+
reported in the present literature for other implantable devices ) . device functionality
|
| 380 |
+
was tested immediately after the scan but not for long - term effects . in addition
|
| 381 |
+
, not all device functions were tested although the s - icd system does have a
|
| 382 |
+
beeper / interrogation warning if battery levels or memory irregularities occur
|
| 383 |
+
. however , patients were scheduled for regular check - up and no defect of the
|
| 384 |
+
device was observed in following 725 months ( mean observation time 18 months
|
| 385 |
+
) . delayed enhancement mri for determining cardiac scarring was also not tested
|
| 386 |
+
. also , there are other anatomical areas that were not evaluated , such as shoulder
|
| 387 |
+
and knees . while more data are required to support a claim of mri - conditional
|
| 388 |
+
, this study is the study to demonstrate the feasibility of exposing s - icd patients
|
| 389 |
+
to mri using the scanning and monitor protocol described , with some precautionary
|
| 390 |
+
measures including : ( i ) programming the device therapy off ; ( ii ) limiting
|
| 391 |
+
the sar to 2.0 w / kg ; ( iii ) continuous monitoring of the patients pulse oximetry
|
| 392 |
+
and ecg by qualified personnel and especially for any feelings of heating ; (
|
| 393 |
+
iv ) evaluate device function post scan ; ( v ) availability of full resuscitation
|
| 394 |
+
facilities at the mri site . given the variables of different mri scanners , the
|
| 395 |
+
decision to perform mri on patients with an implanted s - icd system should be
|
| 396 |
+
balanced against the potential risks . in our study , the only heating was very
|
| 397 |
+
likely introduced by not fully mri - compatible thermometer probe ; subjects rescanned
|
| 398 |
+
without the probe did not report any abnormalities during the scan of any body
|
| 399 |
+
area listed ( brain , cervical and lumbar spine , heart , and knee ) . this study
|
| 400 |
+
was supported by iga mz r nt12094/2011 , research project charles university in
|
| 401 |
+
prague , prvouk p34 and unce 204010/2012 . funding to pay the open access publication
|
| 402 |
+
charges for this article was provided by iga mz r nt12094/2011 .'
|
| 403 |
+
example_title: Summarization Example 1
|
| 404 |
+
tags:
|
| 405 |
+
- medical
|
| 406 |
+
- llama-cpp
|
| 407 |
+
- gguf-my-repo
|
| 408 |
+
base_model: Falconsai/medical_summarization
|
| 409 |
+
---
|
| 410 |
+
|
| 411 |
+
# fernandoruiz/medical_summarization-Q4_0-GGUF
|
| 412 |
+
This model was converted to GGUF format from [`Falconsai/medical_summarization`](https://huggingface.co/Falconsai/medical_summarization) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
|
| 413 |
+
Refer to the [original model card](https://huggingface.co/Falconsai/medical_summarization) for more details on the model.
|
| 414 |
+
|
| 415 |
+
## Use with llama.cpp
|
| 416 |
+
Install llama.cpp through brew (works on Mac and Linux)
|
| 417 |
+
|
| 418 |
+
```bash
|
| 419 |
+
brew install llama.cpp
|
| 420 |
+
|
| 421 |
+
```
|
| 422 |
+
Invoke the llama.cpp server or the CLI.
|
| 423 |
+
|
| 424 |
+
### CLI:
|
| 425 |
+
```bash
|
| 426 |
+
llama-cli --hf-repo fernandoruiz/medical_summarization-Q4_0-GGUF --hf-file medical_summarization-q4_0.gguf -p "The meaning to life and the universe is"
|
| 427 |
+
```
|
| 428 |
+
|
| 429 |
+
### Server:
|
| 430 |
+
```bash
|
| 431 |
+
llama-server --hf-repo fernandoruiz/medical_summarization-Q4_0-GGUF --hf-file medical_summarization-q4_0.gguf -c 2048
|
| 432 |
+
```
|
| 433 |
+
|
| 434 |
+
Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
|
| 435 |
+
|
| 436 |
+
Step 1: Clone llama.cpp from GitHub.
|
| 437 |
+
```
|
| 438 |
+
git clone https://github.com/ggerganov/llama.cpp
|
| 439 |
+
```
|
| 440 |
+
|
| 441 |
+
Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
|
| 442 |
+
```
|
| 443 |
+
cd llama.cpp && LLAMA_CURL=1 make
|
| 444 |
+
```
|
| 445 |
+
|
| 446 |
+
Step 3: Run inference through the main binary.
|
| 447 |
+
```
|
| 448 |
+
./llama-cli --hf-repo fernandoruiz/medical_summarization-Q4_0-GGUF --hf-file medical_summarization-q4_0.gguf -p "The meaning to life and the universe is"
|
| 449 |
+
```
|
| 450 |
+
or
|
| 451 |
+
```
|
| 452 |
+
./llama-server --hf-repo fernandoruiz/medical_summarization-Q4_0-GGUF --hf-file medical_summarization-q4_0.gguf -c 2048
|
| 453 |
+
```
|