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1.
Am J Phys Med Rehabil ; 97(6): 397-400, 2018 06.
Article in English | MEDLINE | ID: mdl-29189305

ABSTRACT

OBJECTIVE: The aim of the study was to compare functional outcomes of acute inpatient rehabilitation for spinal epidural abscess patients with and without history of intravenous substance abuse. DESIGN: This is a retrospective case series study in freestanding rehabilitation hospital. METHODS: Charts of 28 spinal epidural abscess patients admitted from January 2012 to September 2015: 13 with intravenous substance abuse and 15 without intravenous substance abuse were reviewed. Both groups received standard-of-care rehabilitation. Statistical analyses of Functional Independence Measure scores were conducted using individual 2 (substance use) × 2 (rehabilitation status) repeated measures analysis of variance. Functional outcomes were defined by total Functional Independence Measure scores as well as motor and cognitive subsets. Length of stay and morphine equivalents were also compared. RESULTS: There were no significant differences between the two groups. There was a significant main effect of treatment on total Functional Independence Measure scores (P < 0.001), Functional Independence Measure motor scores (P < 0.001), and Functional Independence Measure cognitive scores (P < 0.01) from admission to discharge. Subsequent Student's t tests revealed that the scores of both groups significantly improved on all Functional Independence Measure components. There were no group differences on length of stay and morphine equivalents at discharge. CONCLUSIONS: Acute inpatient rehabilitation can effectively improve functional outcomes in spinal epidural abscess patients with or without intravenous substance abuse, even though these two patient groups can vary in clinical factors.


Subject(s)
Epidural Abscess/complications , Epidural Abscess/rehabilitation , Substance Abuse, Intravenous/complications , Substance Abuse, Intravenous/therapy , Aged , Female , Humans , Length of Stay/statistics & numerical data , Male , Middle Aged , Outcome Assessment, Health Care , Patient Discharge/statistics & numerical data , Retrospective Studies , Treatment Outcome
2.
Pain Med ; 18(8): 1416-1449, 2017 Aug 01.
Article in English | MEDLINE | ID: mdl-28339928

ABSTRACT

OBJECTIVES: To investigate the prevalence of chronic pain and opioid management among patients with chronic kidney disease (CKD). DESIGN: Systematic review. METHODS: A systematic search was performed, including citations from 1960 to May 2015. The review highlights methodological quality assessment of the selected studies; prevalence of pain; type, dose, and reason for opioid use; effectiveness of pain control and associated adverse effects of opioids in CKD patients. RESULTS: Twelve of 131 articles met inclusion criteria. There were no randomized controlled trials (RCT) evaluable, and 12 were observational studies. Out of 12 studies, four were of high quality, six were of moderate quality, and the remaining two were low-quality studies. The studies were from different countries with sample size ranging from 10 to 12,782. Several studies showed a high prevalence of chronic uncontrolled pain. The effectiveness of different categories of opioids, dose, duration, and commonly prescribed opioids varied across studies. CONCLUSIONS: Based on a systematic review of the current literature, there is fair evidence for the high prevalence of chronic pain among patients with CKD, which is not being effectively managed, probably due to underprescription of analgesics or opioids in the CKD population. Clinicians are in need of additional and well-designed randomized control trials that focus on the indications for opioid therapy, appropriate opioid doses and dosing intervals, outcomes with adequacy of symptom control, and reporting on the incidence of adverse side effects.


Subject(s)
Analgesics, Opioid/therapeutic use , Chronic Pain/drug therapy , Chronic Pain/etiology , Renal Insufficiency, Chronic/complications , Chronic Pain/epidemiology , Humans , Prevalence
3.
NeuroRehabilitation ; 38(1): 15-25, 2016.
Article in English | MEDLINE | ID: mdl-26889794

ABSTRACT

BACKGROUND: Locomotor training with a robot-assisted gait orthosis (LT-RGO) and transcranial direct current stimulation (tDCS) are interventions that can significantly enhance motor performance after spinal cord injury (SCI). No studies have investigated whether combining these interventions enhances lower extremity motor function following SCI. OBJECTIVE: Determine whether active tDCS paired with LT-RGO improves lower extremity motor function more than a sham condition, in subjects with motor incomplete SCI. METHODS: Fifteen adults with SCI received 36 sessions of either active (n = 9) or sham (n = 6) tDCS (20 minutes) preceding LT-RGO (1 hour). Outcome measures included manual muscle testing (MMT; primary outcome measure); 6-Minute Walk Test (6MinWT); 10-Meter Walk Test (10MWT); Timed Up and Go Test (TUG); Berg Balance Scale (BBS); and Spinal Cord Independence Measure-III (SCIM-III). RESULTS: MMT showed significant improvements after active tDCS, with the most pronounced improvement in the right lower extremity. 10MWT, 6MinWT, and BBS showed improvement for both groups. TUG and SCIM-III showed improvement only for the sham tDCS group. CONCLUSION: Pairing tDCS with LT-RGO can improve lower extremity motor function more than LT-RGO alone. Future research with a larger sample size is recommended to determine longer-term effects on motor function and activities of daily living.


Subject(s)
Brain , Gait Disorders, Neurologic/therapy , Gait , Robotics/methods , Spinal Cord Injuries/therapy , Transcranial Direct Current Stimulation/methods , Activities of Daily Living , Adult , Aged , Braces , Brain/physiology , Combined Modality Therapy , Double-Blind Method , Exercise Therapy/instrumentation , Exercise Therapy/methods , Female , Gait/physiology , Gait Disorders, Neurologic/diagnosis , Humans , Male , Middle Aged , Physical Therapy Modalities/instrumentation , Pilot Projects , Robotics/instrumentation , Spinal Cord Injuries/diagnosis , Stereotaxic Techniques/instrumentation , Transcranial Direct Current Stimulation/instrumentation
4.
Pain Med ; 16(10): 2031-5, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26110563

ABSTRACT

OBJECTIVES: To investigate the incidence of spinal abscess and substance abuse in a tertiary care hospital after state legislation titled "House Bill 1" (HB1) mandated stricter regulation of prescription drugs of abuse in Kentucky in 2012. DESIGN: A retrospective case series study design was used to review the incidence of spinal abscess and drug abuse diagnoses admissions from 2010 to 2014. Variances in the incidence of spinal abscess and substance abuse were plotted across this time frame. RESULTS: The incidence of intraspinal abscess increased 1.56-fold in 2011 (n = 26) and 2012 (n = 25) relative to 2010 (n = 16). However, in 2013, the year following implementation of HB1 legislation, the incidence of intraspinal abscess increased 2.38-fold (n = 38) and then 4.19-fold (n = 67) in 2014. The incidence of intraspinal abscess in subjects with drug abuse diagnosis remained constant between 2010 (n = 3) and 2012 (n = 3). However, it increased twofold (n = 7) in 2013 and then ninefold (n = 27) in 2014. A correlation coefficient (rSAD ) of 0.775 revealed a strong association between the increase incidence of intraspinal abscess and diagnosis of drug abuse. CONCLUSIONS: The results of this retrospective study demonstrate an increased incidence of intraspinal abscess associated with drug abuse after passage of HB1 legislation regulating prescriptions of controlled medications in Kentucky. This increased incidence may be related to individuals relying on nonprescription drugs of abuse due to more highly regulated access to controlled prescription medications. However, additional factors unrelated to HB1 legislation must be taken into account.


Subject(s)
Epidural Abscess/epidemiology , Health Policy/trends , Legislation, Drug/trends , Prescription Drug Misuse/legislation & jurisprudence , Spinal Diseases/epidemiology , Substance-Related Disorders/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Government Regulation , Humans , Incidence , Kentucky/epidemiology , Middle Aged , Nonprescription Drugs , Prescription Drugs , Retrospective Studies , Risk Factors , Young Adult
5.
PM R ; 7(3): 326-8, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25459656

ABSTRACT

Stiff person syndrome (SPS) is a rare neurologic disorder of unknown etiology characterized by increased resting muscle tone, progressive rigidity, and stiffness of the axial musculature. We present a case of a 48-year-old male patient with SPS who experienced facial and neck muscle spasms that were uncontrolled with oral medications and the use of an intrathecal baclofen pump. Botulinum toxin A injections into the bilateral masseter and neck paraspinal muscles provided pain relief and spasm control, illustrating the use of botulinum toxin A injections in the small muscles of face and neck in patients with SPS.


Subject(s)
Botulinum Toxins, Type A/administration & dosage , Facial Muscles , Neuromuscular Agents/administration & dosage , Paraspinal Muscles , Stiff-Person Syndrome/drug therapy , Humans , Injections, Intramuscular , Male , Middle Aged
6.
J Pediatr Rehabil Med ; 7(3): 267-72, 2014.
Article in English | MEDLINE | ID: mdl-25260509

ABSTRACT

A 5-year old female presented with acute tetraparesis and areflexia. Initial imaging and cerebrospinal fluid analysis were suggestive of acute disseminated encephalomyelitis (ADEM). Minimal clinical response with intravenous steroids prompted further work up. Limited nerve conduction studies suggested possible acute motor-sensory axonal neuropathy, a rare variant of Guillain-Barré syndrome (GBS). Repeat imaging was compatible with polyradiculopathy indicating concomitance of ADEM and GBS. The patient suffered severe motor deficits and neuropathic pain. Slow but significant functional recovery was noted after intensive inpatient rehabilitation followed by continued rehabilitation via home health services.


Subject(s)
Encephalomyelitis, Acute Disseminated/rehabilitation , Encephalomyelitis, Acute Disseminated/therapy , Guillain-Barre Syndrome/rehabilitation , Guillain-Barre Syndrome/therapy , Child, Preschool , Encephalomyelitis, Acute Disseminated/complications , Female , Guillain-Barre Syndrome/complications , Humans , Magnetic Resonance Imaging , Treatment Outcome
7.
J Biomed Opt ; 18(10): 105002, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24096298

ABSTRACT

Technologies currently available for the monitoring of electrical stimulation (ES) in promoting blood circulation and tissue oxygenation are limited. This study integrated a muscle stimulator with a diffuse correlation spectroscopy (DCS) flow-oximeter to noninvasively quantify muscle blood flow and oxygenation responses during ES. Ten healthy subjects were tested using the integrated system. The muscle stimulator delivered biphasic electrical current to right leg quadriceps muscle, and a custom-made DCS flow-oximeter was used for simultaneous measurements of muscle blood flow and oxygenation in both legs. To minimize motion artifact of muscle fibers during ES, a novel gating algorithm was developed for data acquisition at the time when the muscle was relaxed. ES at 2, 10, and 50 Hz were applied for 20 min on each subject in three days sequentially. Results demonstrate that the 20-min ES at all frequencies promoted muscle blood flow significantly. However, only the ES at 10 Hz resulted in significant and persistent increases in oxy-hemoglobin concentration during and post ES. This pilot study supports the application of the integrated system to quantify tissue hemodynamic improvements for the optimization of ES treatment in patients suffering from diseases caused by poor blood circulation and low tissue oxygenation (e.g., pressure ulcer).


Subject(s)
Electric Stimulation/methods , Muscle, Skeletal/blood supply , Muscle, Skeletal/physiology , Signal Processing, Computer-Assisted , Spectrum Analysis/methods , Adult , Algorithms , Artifacts , Blood Pressure/physiology , Female , Heart Rate/physiology , Hemodynamics/physiology , Humans , Linear Models , Male , Oximetry
8.
J Spinal Cord Med ; 36(2): 161-5, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23809533

ABSTRACT

CONTEXT: A 19-year-old woman who presented to a community hospital after awakening with tetraparesis, generalized paresthesia, and severe neck pain, and was transferred to an acute care hospital. FINDINGS: Magnetic resonance imaging of the head and spine was performed and revealed a cystic lesion extending from the C1 level to the C6 level as well as an Arnold-Chiari type 1 malformation. Emergent surgical posterior fossa decompression with duraplasty and C1 laminectomy was undertaken. Most symptoms improved immediately postoperatively. On post-operative day 15, the patient was transferred to our acute rehabilitation hospital for an additional 16 days. With continued aggressive therapy, she demonstrated complete resolution of tetraparesis as well as significant improvement in muscle strength and function in addition to resolution of paresthesia and neck pain. Functional independence measure scores were 69/126 on admission to 110/126 on discharge from the rehabilitation hospital. Her tetraparesis eventually resolved; manual muscle testing scores on follow-up 2 months later were 5/5 in all four extremities. CLINICAL RELEVANCE: This is the first reported case of Chiari I malformation with syringohydromyelia presenting as acute tetraparesis, generalized paresthesia, and neck pain. Surgical decompression leading to resolution of symptoms made other etiologies extremely unlikely and there was no history of trauma. The different theories on the pathogenesis of syringomyelia are discussed.


Subject(s)
Arnold-Chiari Malformation/complications , Quadriplegia/etiology , Syringomyelia/complications , Antiphospholipid Syndrome/complications , Arnold-Chiari Malformation/surgery , Cranial Fossa, Posterior/surgery , Decompression, Surgical , Female , Humans , Recovery of Function , Syringomyelia/surgery , Young Adult
9.
Reg Anesth Pain Med ; 38(3): 248-50, 2013.
Article in English | MEDLINE | ID: mdl-23518865

ABSTRACT

OBJECTIVE: Stiff-person syndrome (SPS) is a rare disorder of the central nervous system characterized by stiffness and muscle spasms that may be progressive in nature. When oral medication is inadequate to control muscle spasticity, intrathecal baclofen may be used. We report a patient with severe SPS and glutamate decarboxylase negative [GAD(-)] (note: GAD(-) indicates the patient has no antibodies to GAD), refractory to oral standard therapies. The patient was effectively trialed with an intrathecal catheter and subsequently treated with chronic intrathecal baclofen, which provided significant relief of spasticity symptoms. CASE REPORT: A 48-year-old white man with a history consistent with SPS presented to the clinic. His previous history showed that he met several diagnostic criteria for GAD(-) SPS and had a muscle biopsy positive for myositis. Oral medications were unable to control his muscle spasticity, preventing him from working. The patient received an intrathecal trial using a lumbar approach for placement of a thoracic catheter with an initial baclofen dose of 50 µg/d. Gradual titration to symptom relief was performed up to 150 µg/d. Functional evaluation by our physical therapist showed improved motor function, the temporary catheter was removed, and a permanent intrathecal pump placed for intrathecal baclofen infusion. The patient reported excellent symptom relief over the next 6 months and improved activity. CONCLUSIONS: Refractory SPS is difficult to treat and has few therapeutic options. We report a GAD(-) patient with SPS and resulting debilitating spasticity that was refractory to oral medications who underwent successful continuous intrathecal catheter trial of baclofen over 4 days and subsequently went on to implantation of intrathecal pump. The literature reports only 5 cases of GAD(-) SPS patients treated with intrathecal baclofen therapy, and these resulted in poor long-term success. Our patient completed a 4-day trial of intrathecal baclofen titrated to effect before pump implantation. We advocate continuous intrathecal trialing, as opposed to single-injection technique, to possibly better determine the effective therapeutic dose and ensure posttrialing successful therapy.


Subject(s)
Baclofen/administration & dosage , Stiff-Person Syndrome/drug therapy , Glutamate Decarboxylase/deficiency , Humans , Injections, Spinal , Male , Middle Aged
10.
PLoS One ; 7(10): e47339, 2012.
Article in English | MEDLINE | ID: mdl-23077593

ABSTRACT

BACKGROUND: Survivors of physical and emotional trauma experience enduring occupational, psychological and quality of life impairments. Examining survivors from a large fire provides a unique opportunity to distinguish the impact of physical and emotional trauma on long-term outcomes. The objective is to detail the multi-dimensional long-term effects of a large fire on its survivor population and assess differences in outcomes between survivors with and without physical injury. METHODS AND FINDINGS: This is a survey-based cross-sectional study of survivors of The Station fire on February 20, 2003. The relationships between functional outcomes and physical injury were evaluated with multivariate regression models adjusted for pre-injury characteristics and post-injury outcomes. Outcome measures include quality of life (Burn Specific Health Scale-Brief), employment (time off work), post-traumatic stress symptoms (Impact of Event Scale-Revised) and depression symptoms (Beck Depression Inventory). 104 fire survivors completed the survey; 47% experienced a burn injury. There was a 42% to 72% response rate range. Although depression and quality of life were associated with burn injury in univariate analyses (p<0.05), adjusted analyses showed no significant relationship between burn injury and these outcomes (p = 0.91; p = .51). Post-traumatic stress symptoms were not associated with burn injury in the univariate (p = 0.13) or adjusted analyses (p = 0.79). Time off work was the only outcome in which physical injury remained significant in the multivariate analysis (p = 0.03). CONCLUSIONS: Survivors of this large fire experienced significant life disruption, including occupational, psychological and quality of life sequelae. The findings suggest that quality of life, depression and post-traumatic stress outcomes are related to emotional trauma, not physical injury. However, physical injury is correlated with employment outcomes. The long-term impact of this traumatic event underscores the importance of longitudinal and mental health care for trauma survivors, with attention to those with and without physical injuries.


Subject(s)
Depression/psychology , Fires , Survivors/psychology , Wounds and Injuries/psychology , Adult , Burns/psychology , Cross-Sectional Studies , Depression/epidemiology , Emotions , Female , Humans , Male , Middle Aged , Quality of Life , Stress Disorders, Post-Traumatic/psychology , Surveys and Questionnaires , Wounds and Injuries/physiopathology
13.
Neurorehabil Neural Repair ; 26(4): 325-34, 2012 May.
Article in English | MEDLINE | ID: mdl-21952198

ABSTRACT

BACKGROUND: . Somatosensory input to the motor cortex may play a critical role in motor relearning after hemiparetic stroke. OBJECTIVE: . The authors tested the hypothesis that motor recovery after hemiparetic stroke relates to changes in responsiveness of the sensorimotor cortex (SMC) to somatosensory input. METHODS: . A total of 10 hemiparetic stroke patients underwent serial functional magnetic resonance imaging (fMRI) during tactile stimulation and testing of sensorimotor function over 1 year-at early subacute, late subacute, and chronic poststroke time points. RESULTS: . Over the subacute poststroke period, increased responsiveness of the ipsilesional SMC to tactile stimulation of a stroke-affected digit correlated strongly with concurrent gains in motor function. Increased responsiveness of the ipsilesional and contralesional SMC over the subacute period also correlated strongly with motor recovery experienced over the first year poststroke. CONCLUSIONS: . These findings suggest that increased responsiveness of the SMC to somatosensory stimulation over the subacute poststroke period may contribute to motor recovery.


Subject(s)
Functional Laterality/physiology , Paresis/rehabilitation , Physical Therapy Modalities , Recovery of Function/physiology , Somatosensory Cortex/physiology , Adult , Aged , Aged, 80 and over , Female , Follow-Up Studies , Hand Strength/physiology , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Middle Aged , Motor Skills/physiology , Oxygen/blood , Paresis/etiology , Somatosensory Cortex/blood supply , Stroke/complications , Stroke Rehabilitation , Time Factors , Young Adult
14.
Pain Physician ; 14(5): 483-9, 2011.
Article in English | MEDLINE | ID: mdl-21927053

ABSTRACT

BACKGROUND: Intrathecal baclofen has been an effective therapy in the management of spasticity. As interventional pain physicians are rapidly becoming the experts in intrathecal drug delivery, they are now frequently asked to trial and implant intrathecal baclofen therapy. While some physicians might be very comfortable with the process of trialing and implanting, others will have next to no experience until the first consult appears on their desks. While uncomplicated lower extremity spasticity can usually be trialed with a single-shot bolus injection, more complicated cases of upper and lower extremities or hemiparetic spasticity need a more delicate approach. This is the first case series in the literature reporting a trial using an indwelling temporary catheter and inpatient admission. Moreover, while the technical aspects of intrathecal therapy trialing and implantation might be familiar for the interventional physician, we review the indications and goals of therapy, about which the physician may be less familiar. OBJECTIVE: To present a technique for trialing intrathecal baclofen in patients with severe upper and lower extremities spasticity complication for which a single shot technique may be inadequate. DESIGN: Case report of three patients. SETTING: Tertiary-care referral medical center. PATIENTS: A 30-year-old man with severe spasticity of the right upper and lower extremities with preserved left-sided function due to diffuse axonal injury. A 45-year-old woman with traumatic brain injury and severe spasticity of the left upper extremity with minimal dysfunction in the right upper extremity. A 34-year-old woman with Multiple Sclerosis and severe spasticity in the right upper extremity and bilateral lower extremities. INTERVENTION: Placement of a temporary intrathecal catheter and an inpatient trial of intrathecal baclofen. RESULTS: In all patients, there was significant improvement in spasticity as documented by decreased Modified Ashworth Scale scores while preserving motor strength and coordination in the unaffected extremities. LIMITATIONS: Retrospective review of 3 cases in a single center. CONCLUSIONS: Trialing for baclofen is usually performed as a single shot bolus. For patients with severe hemiparetic spasticity or in patients where weakness in the unaffected limb might significantly affect quality of life, this trialing technique may be inadequate. In these patients, placement of a temporary intrathecal catheter and inpatient admission may be a more effective trial method.


Subject(s)
Baclofen/administration & dosage , Muscle Relaxants, Central/administration & dosage , Muscle Spasticity/drug therapy , Paresis/drug therapy , Adult , Female , Humans , Injections, Spinal/methods , Male , Middle Aged , Muscle Spasticity/etiology , Pain Measurement , Paresis/complications
15.
Parkinsonism Relat Disord ; 14(4): 356-8, 2008.
Article in English | MEDLINE | ID: mdl-17761450

ABSTRACT

This case series describes the inpatient rehabilitation of two medically complex patients with Parkinson's disease (PD) who had undergone deep brain stimulator (DBS) placement. Most patients may not require inpatient rehabilitation. However, a short rehabilitation stay might be of use to patients who need to be weaned off medications or who need frequent adjustments of their deep brain stimulators. This is the first case series to describe the inpatient rehabilitation of patients with deep brain stimulators.


Subject(s)
Deep Brain Stimulation/adverse effects , Postoperative Complications/etiology , Postoperative Complications/rehabilitation , Aged , Humans , Male , Parkinson Disease/therapy
16.
Arch Phys Med Rehabil ; 87(1): 32-9, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16401435

ABSTRACT

OBJECTIVE: To define the minimal clinically important difference (MCID) for the FIM instrument in patients poststroke. DESIGN: Prospective case series discharged over a 9-month period. SETTING: Long-term acute care hospital. PARTICIPANTS: Patients with stroke (N=113). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Admission, discharge, and change scores were calculated for the total FIM, motor FIM, and cognitive FIM. Assessments of clinical change were rated at discharge on a 15-point (-7 to +7) Likert scale by attending physicians, with MCID defined at a cutoff score of 3. The FIM change scores associated with MCID were identified from receiver operating characteristic curves. Bayesian analysis was used to determine the probability of individual patients achieving MCID. RESULTS: FIM change scores associated with MCID were 22, 17, and 3 for the total FIM, motor FIM, and cognitive FIM, respectively. The accuracy of the MCID was greater when subjects were categorized based on admission FIM scores than when considering the sample as a whole. Larger FIM change scores were related to MCID in subjects with lower admission FIM scores. CONCLUSIONS: These findings will assist in the interpretation of FIM change scores relative to physicians' assessments of important clinical change.


Subject(s)
Activities of Daily Living/classification , Disability Evaluation , Health Status Indicators , Outcome Assessment, Health Care/methods , Stroke Rehabilitation , Stroke/diagnosis , Adult , Age Factors , Aged , Aged, 80 and over , Cognition/physiology , Cohort Studies , Female , Humans , Male , Middle Aged , Motor Activity/physiology , Physical Therapy Modalities , Probability , Prognosis , Prospective Studies , Recovery of Function , Risk Factors , Sensitivity and Specificity , Severity of Illness Index , Sex Factors , Statistics, Nonparametric , Treatment Outcome
17.
Arch Phys Med Rehabil ; 86(11): 2138-43, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16271561

ABSTRACT

OBJECTIVES: To describe the demographics, clinical profile, and functional outcomes in posterior cerebral artery (PCA) stroke and to identify factors associated with functional change during rehabilitation and discharge disposition. DESIGN: Retrospective study of patients with PCA stroke admitted to a rehabilitation hospital over an 8-year period. SETTING: Free-standing urban rehabilitation hospital in the United States. PARTICIPANTS: Eighty-nine consecutive patients with PCA stroke (48 men, 41 women; mean age, 71.5y) met inclusion criteria. INTERVENTION: Inpatient multidisciplinary comprehensive rehabilitation program. MAIN OUTCOME MEASURES: Demographic, clinical, and discharge disposition information were collected. Functional status was measured using the FIM instrument, recorded at admission and discharge. The main outcome measures were the discharge total FIM score, the change in total FIM score (DeltaFIM), and the discharge disposition. Multiple and logistic regression analyses were performed to identify factors associated with the main outcome measures. RESULTS: The most common impairments were motor paresis (65%), followed by visual field defects (54%) and confusion or agitation (43%). The mean discharge total FIM score +/- standard deviation was 88.3+/-28.2. The mean DeltaFIM was 23.3+/-16.4. Fifty-five (62%) patients were discharged home. On multiple regression analysis, higher admission total FIM score, longer length of stay (LOS), and a rehabilitation stay free of interruptions were associated with higher discharge total FIM score and greater DeltaFIM. Absence of diabetes mellitus and younger age were also associated with higher discharge total FIM scores, and male sex had greater DeltaFIM. On logistic regression analysis, younger patients, higher discharge FIM scores, presence of a caregiver, and the nonnecessity for 24-hour support were associated with a discharge to home. CONCLUSIONS: Motor, visual, and cognitive impairments are common in PCA stroke, and good functional gains are achievable after comprehensive rehabilitation. Higher admission FIM scores, longer LOS, and younger and male patients were associated with better functional outcomes. Most patients were discharged home, particularly those with caregivers and those for whom 24-hour support was not required. Further research should aim at the development of functional outcome measures of greater breadth and sensitivity to visual and cognitive deficits and should compare PCA stroke outcomes with outcomes of strokes in other vascular territories.


Subject(s)
Infarction, Posterior Cerebral Artery/rehabilitation , Aged , Aged, 80 and over , Boston , Cohort Studies , Demography , Disability Evaluation , Female , Humans , Infarction, Posterior Cerebral Artery/complications , Infarction, Posterior Cerebral Artery/epidemiology , Length of Stay , Male , Middle Aged , Recovery of Function , Rehabilitation Centers , Retrospective Studies , Risk Factors , Treatment Outcome
18.
Conf Proc IEEE Eng Med Biol Soc ; 2004: 4766-9, 2004.
Article in English | MEDLINE | ID: mdl-17271375

ABSTRACT

The purpose of this paper is to present preliminary evidence that data mining and artificial intelligence systems may allow one to recognize the presence and severity of motor fluctuations in patients with Parkinson's disease (PD). We hypothesize that movement disorders in late-stage PD present with identifiable and predictable features that can be derived from accelerometer (ACC) and surface electromyographic (EMG) signals recorded during the execution of a standardized set of motor assessment tasks. Although this paper focuses on a specific clinical application requiring advanced analysis techniques, the approach can be generalized to numerous applications in which data mining and other techniques can be used to analyze large data sets derived from wearable sensors.

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