This paper proposes an immersive training system for patients with hand dysfunction who can perform rehabilitation training independently. The system uses Leap Motion binocular vision sensors to collect human hand inf...This paper proposes an immersive training system for patients with hand dysfunction who can perform rehabilitation training independently. The system uses Leap Motion binocular vision sensors to collect human hand information, and uses the improved PCA<sub><img src="Edit_d6662636-9073-4fbd-855f-9a36e871d5a4.png" width="10" height="15" alt="" /></sub> (Principal Component Analysis) to perform data fusion on the real-time data collected by the sensor to obtain more hands with fewer principal components, and improve the stability and accuracy of the data. Immediately, the use of improved SVM<sub><img src="Edit_10c78725-e09e-4dcf-ae05-e21205df4acc.png" width="10" height="15" alt="" /></sub> (Support Vector Machine) and KNN<sub><img src="Edit_0ee97f55-2773-4b48-93b3-93f61aa25577.png" width="10" height="15" alt="" /></sub> (K-Nearest Neighbor Algorithm) for gesture recognition and classification is proposed to enable patients to perform rehabilitation training more effectively. Finally, the effective evaluation results of the rehabilitation effect of patients by the idea of AHP<sub><img src="Edit_70dd1964-28be-4137-afa5-9a184704f08e.png" width="10" height="15" alt="" /></sub> (Analytic Hierarchy Process) are taken as necessary reference factors for doctors to follow up treatment. Various experimental results show that the system has achieved the expected results and has a good application prospect.展开更多
Although some patients have successful peripheral nerve regeneration,a poor recovery of hand function often occurs after peripheral nerve injury.It is believed that the capability of brain plasticity is crucial for th...Although some patients have successful peripheral nerve regeneration,a poor recovery of hand function often occurs after peripheral nerve injury.It is believed that the capability of brain plasticity is crucial for the recovery of hand function.The supplementary motor area may play a key role in brain remodeling after peripheral nerve injury.In this study,we explored the activation mode of the supplementary motor area during a motor imagery task.We investigated the plasticity of the central nervous system after brachial plexus injury,using the motor imagery task.Results from functional magnetic resonance imaging showed that after brachial plexus injury,the motor imagery task for the affected limbs of the patients triggered no obvious activation of bilateral supplementary motor areas.This result indicates that it is difficult to excite the supplementary motor areas of brachial plexus injury patients during a motor imagery task,thereby impacting brain remodeling.Deactivation of the supplementary motor area is likely to be a serious problem for brachial plexus injury patients in terms of preparing,initiating and executing certain movements,which may be partly responsible for the unsatisfactory clinical recovery of hand function.展开更多
Background: Carpal Tunnel Syndrome (CTS) is the compression of the median nerve in carpal tunnel of wrist which leads to the typical symptoms of numbness, paresthesia and sometimes pain in the patient’s hand. The sym...Background: Carpal Tunnel Syndrome (CTS) is the compression of the median nerve in carpal tunnel of wrist which leads to the typical symptoms of numbness, paresthesia and sometimes pain in the patient’s hand. The symptoms are usually sensed in the first three radial fingers and the lateral side of the ring finger because these areas are innervated by the median nerve. Objective: To assess hand function among patient with Carpal Tunnel Syndrome (CTS). Methods: This was a descriptive study in which 41 subjects (27 females and 14 males) were included from Ghurki trust teaching hospital, Lahore and Shalamar hospital, Lahore (from August 2018 to October 2018) according to inclusion criteria. Samples were collected according to WHO (World Health Organization) calculator. Hand function was measured with Boston Carpal Tunnel Questionnaire (BCTQ). Results: Majority of the patients with CTS fell into mild functional severity and mild symptom severity. The mean score for functional severity was 2.34 and for symptom severity it was 2.97. Conclusion: Activities of daily living such as grasping, writing, gripping and carrying objects were affected by the symptoms of pain, numbness, tingling and weakness in the patients suffering from CTS.展开更多
Objective:This study is conducted to investigate the effects of occupational therapy(OT) with or without combined acupuncture for upper limb pain and hand functions among children with spastic hemiplegic cerebral pals...Objective:This study is conducted to investigate the effects of occupational therapy(OT) with or without combined acupuncture for upper limb pain and hand functions among children with spastic hemiplegic cerebral palsy.Methods:A total of 90 patients who met the inclusion criteria were enrolled in a three-arm randomized,placebo-controlled trial,and were allocated to mono-occupational therapy(OT) group(patients=30),OT combined with real-acupuncture(ORA) group(patients=30),and OT combined with placeboacupuncture(OPA) group(patients=30),respectively.In addition to receiving the conventional OT program as the basic treatment for total 8 weeks,patients in ORA and OPA group also received corresponding acupuncture treatment 5 days per week for the first two weeks,3 days per week for the next two weeks,2 days per week for another two weeks,and 1 day per week for the last two weeks.Non-communicating children’s pain checklist-revised scale(NCCPC-R) was used for assessing the upper limb pain among patients.Squeeze dynamometry,modified Ashworth scale(MAS),manual muscle testing(MMT),JebsenTaylor hand function test(JTHFT) and box and block test(BBT) were used for assessing various aspects of upper limb and hand functions among patients.Meanwhile,adverse effects were monitored and recorded.Results:After 8-week treatment,NCCPC-R global scores witnessed a dramatic decline in ORA group(P<0.05),but not in either OPA(P> 0.05) or OT group(P> 0.05).Dramatic increases were identified in both squeeze dynamometry scores and MMT scores in all three groups(all P <0.05).Furthermore,the increases of ORA group were more significant than those of another two groups(both P <0.05).There were no significant changes in MAS global scores in each group(all P> 0.05).The BBT global scores of all three groups significantly increased(all P <0.05) after treatment.Among them,the increase of the ORA group was more than that of the other two groups(P <0.05).The 8-week treatment also had a significant impact on several sub-tests of JTFHT in each group.No significant adverse event was reported.Conclusion:ORA is a potential and promising alternative therapy for mitigating upper limb pain as well as improving both upper limb and hand functions among children with spastic hemiplegic cerebral palsy.展开更多
Background: In Japan, due to the COVID-19 pandemic, various behavioral restrictions were implemented from March 2020, resulting in an increased number of elderly people with reduced participation in care and rehabilit...Background: In Japan, due to the COVID-19 pandemic, various behavioral restrictions were implemented from March 2020, resulting in an increased number of elderly people with reduced participation in care and rehabilitation. As a result, the decline in motor and cognitive functions became more pronounced. Purpose: The study examined how activities combining passive horticultural therapy, which is always introduced, with active functional recovery training, which is used in the functional recovery training of patients with hemiplegia, influence the behavior of elder people using the facility. Methods: 36 elder people with care need 1 or 2 who regularly used the day-care facilities after the pandemic ended and who agreed to participate in the study was included. The assessment data were every three months from December 2021 to December 2023 after the COVID-19 pandemic, the MMSE and Moca-J, TMIG-Index, and GDS15. AI-based text mining was used to compare changes in visit reports before and after the introduction of the Posture Chart and Red Code, and the relationship between the language used. Results: The results of MMSE and Moca-J were both significantly higher in Group B and C than in Group A. TIMG assessment, was significantly higher in Group B and C than in Group A, and Group C was significantly higher than Group B. The GDS, an assessment of depression in old age, tended to be significantly higher in Group A than in Groups B and C. In the “Co-Occurrence Network Analysis” shown after the introduction of the latest functional recovery training equipment such as the Red Cord, its results showed a high association between the words Bathing and CARE and words such as POSTURE, Red-Code, and AI, App, which are used in functional training and rehabilitation, and their analysis. Conclusion: At day-care facilities specializing in functional recovery training and rehabilitation, a combination of horticultural therapy and the latest functional training equipment found to help maintain the physical and mental health of elderly people certified as requiring nursing care. Since this is a short-term study following behavioral restrictions, long-term research should continue to study the effects of adding functional training, handled by rehabilitation professionals, to horticultural therapy.展开更多
Motor function changes in the unaffected hand of stroke patients with hemiplegia. These changes are often ignored by clinicians owing to the extent of motor disability of the affected hand. Finger tapping frequency an...Motor function changes in the unaffected hand of stroke patients with hemiplegia. These changes are often ignored by clinicians owing to the extent of motor disability of the affected hand. Finger tapping frequency and Lind-mark hand function score showed that the motor function of unaffected hands in stroke patients was poorer than that of a healthy control hand. After 2 weeks of rehabilitation treatment, motor function of the unaffected hand of stroke patients was obviously improved. Therefore, attention should also be paid to motor function in the unaffected hand of stroke patients with hemiplegia during rehabilitation.展开更多
There have been no studies reported on the difference in cortical activation during use of volar and dorsal hand splints.We attempted to investigate the difference in cortical activation in the somatosensory cortical ...There have been no studies reported on the difference in cortical activation during use of volar and dorsal hand splints.We attempted to investigate the difference in cortical activation in the somatosensory cortical area during use of volar and dorsal hand splints by functional magnetic resonance imaging（f MRI）.We recruited eight healthy volunteers.f MRI was performed while subjects who were fitted with volar or dorsal hand splints performed grasp-release movements.Regions of interest were placed on the primary motor cortex（M1）,primary somatosensory cortex（S1）,posterior parietal cortex（PPC）,and secondary somatosensory cortex（S2）.Results of group analysis of f MRI data showed that the total numbers of activated voxels in all ROIs were significantly higher during use of volar hand splint（3,376） compared with that（1,416） during use of dorsal hand splint.In each ROI,use of volar hand splint induced greater activation in all ROIs（M1：1,748,S1 ：1,455,PPC：23,and S2：150） compared with use of dorsal hand splint（M1：783,S1：625,PPC：0,and S2：8）.The peak activated value was also higher during use of volar hand splint（t-value：17.29） compared with that during use of dorsal hand splint（t-value：13.11）.Taken together,use of volar hand splint induced greater cortical activation relevant to somatosensory function than use of dorsal hand splint.This result would be important for the physiatrist and therapist to apply appropriate somatosensory input in patients with brain injury.展开更多
Objective: To observe the effects of Xingnao Kaiqiao acupuncture(醒脑开窍针) on the motor function of upper limb and hand in the recovery period after stroke. Methods: Seventy-six cases of hemiplegia patients with isc...Objective: To observe the effects of Xingnao Kaiqiao acupuncture(醒脑开窍针) on the motor function of upper limb and hand in the recovery period after stroke. Methods: Seventy-six cases of hemiplegia patients with ischemic stroke were divided into the treatment group and the control group(n=38 in each). Based on the Brunnstrom's stage of Xingnao Kaiqiao acupuncture combined with rehabilitation training was used in the treatment group, and the control group was given rehabilitation training. FuglMeyer Assessment of the upper extremity(FMA-UE), Action Research Arm Test(ARAT) and Simple Test for Evaluating hand Function(STEF) were adopted separately to compare scores before treatment and 8 weeks after treatment. Results: The difference was not statistically significant in the two groups of patients for comparison of FMA-UE, ARAT and STEF scores before treatment(P>0.05). The difference was statistically significant in the two groups of score comparison of FMA-UE, ARAT and STEF after treatment(P<0.05). Conclusion: The Xingnao Kaiqiao acupuncture has its unique advantages in improving recovery of motor function of upper limb and hand in recovery period after stroke.展开更多
Embodied semantics theory asserts that the meaning of action-related words is neurally represented through networks that overlap with or are identical to networks involved in sensory-motor processing. While some studi...Embodied semantics theory asserts that the meaning of action-related words is neurally represented through networks that overlap with or are identical to networks involved in sensory-motor processing. While some studies supporting this theory have focused on Chinese characters, less attention has been paid to their semantic radicals. Indeed, there is still disagreement about whether these radicals are processed independently. The present study investigated whether radicals are processed separately and, if so, whether this processing occurs in sensory-motor regions. Materials consisted of 72 high-frequency Chinese characters, with 18 in each of four categories： hand-action verbs with and without hand-radicals, and verbs not related to hand actions, with and without hand-radicals. Twenty-eight participants underwent functional MRI scans while reading the characters. Compared to characters without hand-radicals, reading characters with hand-radicals activated the right medial frontal gyrus. Verbs involving hand-action activated the left inferior parietal lobule, possibly reflecting integration of information in the radical with the semantic meaning of the verb. The findings may be consistent with embodied semantics theory and suggest that neural representation of radicals is indispensable in processing Chinese characters.展开更多
文摘This paper proposes an immersive training system for patients with hand dysfunction who can perform rehabilitation training independently. The system uses Leap Motion binocular vision sensors to collect human hand information, and uses the improved PCA<sub><img src="Edit_d6662636-9073-4fbd-855f-9a36e871d5a4.png" width="10" height="15" alt="" /></sub> (Principal Component Analysis) to perform data fusion on the real-time data collected by the sensor to obtain more hands with fewer principal components, and improve the stability and accuracy of the data. Immediately, the use of improved SVM<sub><img src="Edit_10c78725-e09e-4dcf-ae05-e21205df4acc.png" width="10" height="15" alt="" /></sub> (Support Vector Machine) and KNN<sub><img src="Edit_0ee97f55-2773-4b48-93b3-93f61aa25577.png" width="10" height="15" alt="" /></sub> (K-Nearest Neighbor Algorithm) for gesture recognition and classification is proposed to enable patients to perform rehabilitation training more effectively. Finally, the effective evaluation results of the rehabilitation effect of patients by the idea of AHP<sub><img src="Edit_70dd1964-28be-4137-afa5-9a184704f08e.png" width="10" height="15" alt="" /></sub> (Analytic Hierarchy Process) are taken as necessary reference factors for doctors to follow up treatment. Various experimental results show that the system has achieved the expected results and has a good application prospect.
基金supported by the Youth Researcher Foundation of Shanghai Health Development Planning Commission,No.20124319
文摘Although some patients have successful peripheral nerve regeneration,a poor recovery of hand function often occurs after peripheral nerve injury.It is believed that the capability of brain plasticity is crucial for the recovery of hand function.The supplementary motor area may play a key role in brain remodeling after peripheral nerve injury.In this study,we explored the activation mode of the supplementary motor area during a motor imagery task.We investigated the plasticity of the central nervous system after brachial plexus injury,using the motor imagery task.Results from functional magnetic resonance imaging showed that after brachial plexus injury,the motor imagery task for the affected limbs of the patients triggered no obvious activation of bilateral supplementary motor areas.This result indicates that it is difficult to excite the supplementary motor areas of brachial plexus injury patients during a motor imagery task,thereby impacting brain remodeling.Deactivation of the supplementary motor area is likely to be a serious problem for brachial plexus injury patients in terms of preparing,initiating and executing certain movements,which may be partly responsible for the unsatisfactory clinical recovery of hand function.
文摘Background: Carpal Tunnel Syndrome (CTS) is the compression of the median nerve in carpal tunnel of wrist which leads to the typical symptoms of numbness, paresthesia and sometimes pain in the patient’s hand. The symptoms are usually sensed in the first three radial fingers and the lateral side of the ring finger because these areas are innervated by the median nerve. Objective: To assess hand function among patient with Carpal Tunnel Syndrome (CTS). Methods: This was a descriptive study in which 41 subjects (27 females and 14 males) were included from Ghurki trust teaching hospital, Lahore and Shalamar hospital, Lahore (from August 2018 to October 2018) according to inclusion criteria. Samples were collected according to WHO (World Health Organization) calculator. Hand function was measured with Boston Carpal Tunnel Questionnaire (BCTQ). Results: Majority of the patients with CTS fell into mild functional severity and mild symptom severity. The mean score for functional severity was 2.34 and for symptom severity it was 2.97. Conclusion: Activities of daily living such as grasping, writing, gripping and carrying objects were affected by the symptoms of pain, numbness, tingling and weakness in the patients suffering from CTS.
基金Supported by University’s Scientific Research ProjectShanghai Sanda University:No.2021zz02-yj+1 种基金Special Project for Clinical ResearchShanghai Municipal Health Commission:No.20174Y0009.
文摘Objective:This study is conducted to investigate the effects of occupational therapy(OT) with or without combined acupuncture for upper limb pain and hand functions among children with spastic hemiplegic cerebral palsy.Methods:A total of 90 patients who met the inclusion criteria were enrolled in a three-arm randomized,placebo-controlled trial,and were allocated to mono-occupational therapy(OT) group(patients=30),OT combined with real-acupuncture(ORA) group(patients=30),and OT combined with placeboacupuncture(OPA) group(patients=30),respectively.In addition to receiving the conventional OT program as the basic treatment for total 8 weeks,patients in ORA and OPA group also received corresponding acupuncture treatment 5 days per week for the first two weeks,3 days per week for the next two weeks,2 days per week for another two weeks,and 1 day per week for the last two weeks.Non-communicating children’s pain checklist-revised scale(NCCPC-R) was used for assessing the upper limb pain among patients.Squeeze dynamometry,modified Ashworth scale(MAS),manual muscle testing(MMT),JebsenTaylor hand function test(JTHFT) and box and block test(BBT) were used for assessing various aspects of upper limb and hand functions among patients.Meanwhile,adverse effects were monitored and recorded.Results:After 8-week treatment,NCCPC-R global scores witnessed a dramatic decline in ORA group(P<0.05),but not in either OPA(P> 0.05) or OT group(P> 0.05).Dramatic increases were identified in both squeeze dynamometry scores and MMT scores in all three groups(all P <0.05).Furthermore,the increases of ORA group were more significant than those of another two groups(both P <0.05).There were no significant changes in MAS global scores in each group(all P> 0.05).The BBT global scores of all three groups significantly increased(all P <0.05) after treatment.Among them,the increase of the ORA group was more than that of the other two groups(P <0.05).The 8-week treatment also had a significant impact on several sub-tests of JTFHT in each group.No significant adverse event was reported.Conclusion:ORA is a potential and promising alternative therapy for mitigating upper limb pain as well as improving both upper limb and hand functions among children with spastic hemiplegic cerebral palsy.
文摘Background: In Japan, due to the COVID-19 pandemic, various behavioral restrictions were implemented from March 2020, resulting in an increased number of elderly people with reduced participation in care and rehabilitation. As a result, the decline in motor and cognitive functions became more pronounced. Purpose: The study examined how activities combining passive horticultural therapy, which is always introduced, with active functional recovery training, which is used in the functional recovery training of patients with hemiplegia, influence the behavior of elder people using the facility. Methods: 36 elder people with care need 1 or 2 who regularly used the day-care facilities after the pandemic ended and who agreed to participate in the study was included. The assessment data were every three months from December 2021 to December 2023 after the COVID-19 pandemic, the MMSE and Moca-J, TMIG-Index, and GDS15. AI-based text mining was used to compare changes in visit reports before and after the introduction of the Posture Chart and Red Code, and the relationship between the language used. Results: The results of MMSE and Moca-J were both significantly higher in Group B and C than in Group A. TIMG assessment, was significantly higher in Group B and C than in Group A, and Group C was significantly higher than Group B. The GDS, an assessment of depression in old age, tended to be significantly higher in Group A than in Groups B and C. In the “Co-Occurrence Network Analysis” shown after the introduction of the latest functional recovery training equipment such as the Red Cord, its results showed a high association between the words Bathing and CARE and words such as POSTURE, Red-Code, and AI, App, which are used in functional training and rehabilitation, and their analysis. Conclusion: At day-care facilities specializing in functional recovery training and rehabilitation, a combination of horticultural therapy and the latest functional training equipment found to help maintain the physical and mental health of elderly people certified as requiring nursing care. Since this is a short-term study following behavioral restrictions, long-term research should continue to study the effects of adding functional training, handled by rehabilitation professionals, to horticultural therapy.
文摘Motor function changes in the unaffected hand of stroke patients with hemiplegia. These changes are often ignored by clinicians owing to the extent of motor disability of the affected hand. Finger tapping frequency and Lind-mark hand function score showed that the motor function of unaffected hands in stroke patients was poorer than that of a healthy control hand. After 2 weeks of rehabilitation treatment, motor function of the unaffected hand of stroke patients was obviously improved. Therefore, attention should also be paid to motor function in the unaffected hand of stroke patients with hemiplegia during rehabilitation.
基金supported by the National Research Foundation(NRF) of Korea Grant funded by the Korean Government(MSIP),No.2015R1A2A2A01004073
文摘There have been no studies reported on the difference in cortical activation during use of volar and dorsal hand splints.We attempted to investigate the difference in cortical activation in the somatosensory cortical area during use of volar and dorsal hand splints by functional magnetic resonance imaging（f MRI）.We recruited eight healthy volunteers.f MRI was performed while subjects who were fitted with volar or dorsal hand splints performed grasp-release movements.Regions of interest were placed on the primary motor cortex（M1）,primary somatosensory cortex（S1）,posterior parietal cortex（PPC）,and secondary somatosensory cortex（S2）.Results of group analysis of f MRI data showed that the total numbers of activated voxels in all ROIs were significantly higher during use of volar hand splint（3,376） compared with that（1,416） during use of dorsal hand splint.In each ROI,use of volar hand splint induced greater activation in all ROIs（M1：1,748,S1 ：1,455,PPC：23,and S2：150） compared with use of dorsal hand splint（M1：783,S1：625,PPC：0,and S2：8）.The peak activated value was also higher during use of volar hand splint（t-value：17.29） compared with that during use of dorsal hand splint（t-value：13.11）.Taken together,use of volar hand splint induced greater cortical activation relevant to somatosensory function than use of dorsal hand splint.This result would be important for the physiatrist and therapist to apply appropriate somatosensory input in patients with brain injury.
基金Shandong Province Traditional Chinese Medicine Technology Development Program。
文摘Objective: To observe the effects of Xingnao Kaiqiao acupuncture(醒脑开窍针) on the motor function of upper limb and hand in the recovery period after stroke. Methods: Seventy-six cases of hemiplegia patients with ischemic stroke were divided into the treatment group and the control group(n=38 in each). Based on the Brunnstrom's stage of Xingnao Kaiqiao acupuncture combined with rehabilitation training was used in the treatment group, and the control group was given rehabilitation training. FuglMeyer Assessment of the upper extremity(FMA-UE), Action Research Arm Test(ARAT) and Simple Test for Evaluating hand Function(STEF) were adopted separately to compare scores before treatment and 8 weeks after treatment. Results: The difference was not statistically significant in the two groups of patients for comparison of FMA-UE, ARAT and STEF scores before treatment(P>0.05). The difference was statistically significant in the two groups of score comparison of FMA-UE, ARAT and STEF after treatment(P<0.05). Conclusion: The Xingnao Kaiqiao acupuncture has its unique advantages in improving recovery of motor function of upper limb and hand in recovery period after stroke.
基金supported by a grant from Ministry of Education,Taiwan,China under the Aiming for the Top University Plan at Taiwan Normal University,China
文摘Embodied semantics theory asserts that the meaning of action-related words is neurally represented through networks that overlap with or are identical to networks involved in sensory-motor processing. While some studies supporting this theory have focused on Chinese characters, less attention has been paid to their semantic radicals. Indeed, there is still disagreement about whether these radicals are processed independently. The present study investigated whether radicals are processed separately and, if so, whether this processing occurs in sensory-motor regions. Materials consisted of 72 high-frequency Chinese characters, with 18 in each of four categories： hand-action verbs with and without hand-radicals, and verbs not related to hand actions, with and without hand-radicals. Twenty-eight participants underwent functional MRI scans while reading the characters. Compared to characters without hand-radicals, reading characters with hand-radicals activated the right medial frontal gyrus. Verbs involving hand-action activated the left inferior parietal lobule, possibly reflecting integration of information in the radical with the semantic meaning of the verb. The findings may be consistent with embodied semantics theory and suggest that neural representation of radicals is indispensable in processing Chinese characters.
