• Title/Summary/Keyword: motion classification

Search Result 363, Processing Time 0.026 seconds

Implementation of Falling Accident Monitoring and Prediction System using Real-time Integrated Sensing Data

  • Bonghyun Kim
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제17권11호
    • /
    • pp.2987-3002
    • /
    • 2023
  • In 2015, the number of senior citizens aged 65 and over in Korea was 6,662,400, accounting for 13.1% of the total population. Along with these social phenomena, risk information related to the elderly is increasing every year. In particular, a fall accident caused by a fall can cause serious injury to an elderly person, so special attention is required. Therefore, in this paper, we implemented a system that monitors fall accidents and informs them in real time to minimize damage caused by falls. To this end, beacon-based indoor location positioning was performed and biometric information based on an integrated module was collected using various sensors. In other words, a multi-functional sensor integration module was designed based on Arduino to collect and monitor user's temperature, heart rate, and motion data in real time. Finally, through the analysis and prediction of measurement signals from the integrated module, damage from fall accidents can be reduced and rapid emergency treatment is possible. Through this, it is possible to reduce the damage caused by a fall accident, and rapid emergency treatment will be possible. In addition, it is expected to lead a new paradigm of safety systems through expansion and application to socially vulnerable groups.

삼각 섬유연골 복합체의 파열에 대한 관절경적 Outside-in 봉합술 (Arthroscopic Outside-in Repair of Tears of the Triangular Fibrocartilage Complex)

  • 변재용;강신택;김보현;황찬하;최승욱;정인호
    • 대한관절경학회지
    • /
    • 제10권1호
    • /
    • pp.83-86
    • /
    • 2006
  • 목적: 삼각 섬유연골 복합체의 병변 중 Palmer 분류상 1B형에 대해 관절경적 봉합술을 시행하고 그 결과와 수술 술기를 보고하고자 한다. 대상 및 방법: 2001년부터 2004년까지 삼각 섬유연골 복합체의 병변으로 수술을 시행한 환자 중 1B형으로 봉합술을 시행한 9례를 대상으로 하였다. 평균 추시기간은 28개월이었으며, 남자가 6례, 여자가 3례, 우측이 7례, 좌측이 2례였다. 관절경적 변연 절제술 및 outside-in 방법으로 봉합술을 시행하였다. 임상적 결과 판정은 통증에 대한 주관적 시각 척도, 완관절의 근력, 운동 범위를 이용하였다. 결과: 통증에 대한 주관적 시각 척도는 수술 전 6.2에서 수술 후 1.4점으로 감소하였다. 모든 환자에서 수근 관절의 근력이 수술 전에 비해 호전 되었고 관절 운동 범위가 전범위 가능한 상태로 호전 되었다. 결론: 1B형 삼각 섬유연골 복합체의 병변에 대해 관절경적 봉합술을 시행하여 좋은 결과를 보였으며 outside-in 방법을 이용한 봉합술은 술식이 간단하고 만족스런 고정력을 얻을 수 있었다.

  • PDF

원위 경골 골절의 임상양상 및 최소 침습적 금속판 고정술의 결과 (Clinical Features of Distal Tibial Fractures and Treatment Results of Minimally Invasive Plate Osteosynthesis)

  • 김원유;지종훈;권오수;박상은;김영율;길호진;정재중
    • 대한족부족관절학회지
    • /
    • 제16권2호
    • /
    • pp.94-100
    • /
    • 2012
  • Purpose: The purpose of this study is to analyze the clinical features of distal tibia fractures and to evaluate the treatment outcomes of minimally invasive plate osteosynthesis (MIPO). Materials and Methods: From January 2004 to December 2009, 84 cases of 81 patients treated with plate fixation for distal tibia fracture were enrolled in this retrospective review. We investigated age, sex, injury mechanism, fracture patterns, and complications, and the clinical features were analyzed. To evaluate the treatment outcomes of MIPO, we divided into two groups. MIPO group consisted of 55 patients were treated with MIPO technique and conventional group consisted of 18 patients were treated with open reduction and internal fixation with conventional anterolateral plating. The results were compared between two groups by assessing bony union time, operation time, amount of blood loss, range of ankle motion, clinical score by American Orthopaedic Foot and Ankle Society (AOFAS) score, and post-operative complications. Results: The mean age of 81 patients with distal tibia fracture was 54.8 years. According to AO classification, A1:2:3 were 16, 20, 16 patients, B1:2:3 were 2, 8, 7, C1:2:3 were 1, 3, 11 patients. According to injury mechanism, slip down injury was patients, traffic accident was 26, fall from height injury was 14 patients respectively. The type A fractures were lower energy trauma and more older patients. The type C fractures were higher energy trauma and younger patients. MIPO group was better than conventional group in operative time, blood loss, bony union time, and ankle joint motion. In complications, MIPO group showed no nonunion and infection, one malunion, one skin necrosis, nine skin irritations, and one screw breakage. Conventional group showed two nonunion, four infections, two skin necrosis, and one metal failure. Conclusion: Distal tibial fractures caused by low energy trauma were on the increase. Minimal invasive plate osteosynthesis was shorter bony union time and operation time, less blood loss, and larger ankle motions than conventional open reduction and plate fixation.

고리 봉합법을 이용한 심부 수지 굴건 종지부에서의 건봉합 (Loop Suture Technique for Flexor Digitorum Profundus Tendon Repair in the Insertion Site)

  • 이규철;이동철;김진수;기세휘;노시영;양재원
    • Archives of Plastic Surgery
    • /
    • 제37권5호
    • /
    • pp.650-658
    • /
    • 2010
  • Purpose: In the case of repair for far distal parts of FDP (Flexor digitorum profundus) division, the method of either pull-out suture or fixation of tendon to the distal phalanx is preferred. In this paper, the results of a modified loop suture technique used for the complete division of FDP from both zone 1a and distal parts of zone 1b in Moiemen classification are presented. Methods: From July 2006 to July 2009, the modified loop suture technique was used for the 10 cases of FDP in complete division from zone 1a and distal parts of zone 1b, especially where insertion sites were less than 1 cm apart from a tendon of a stump. In a suture technique, a loop is applied to each distal and proximal parts of tendon respectively. Core suture of 2-strand and epitendinous suture are done with PDS 4-0. Out of 10 patients, the study was done on 6 patients who were available for the followup. The average age of the patients was 49.1 years (in the range from 26 to 67). 5 males and 1 female patients were involved in this study. There were 3 cases with zone 1a and distal parts of zone 1b. The average distance to the distal tendon end was 0.6 cm. There were 5 cases underwent microsurgical repair where both artery and nerve divided. One case of only tendon displacement was presented. The dorsal protective splint was kept for 5 weeks on average. The results of the following tests were measured: active & passive range of motion, grip strength test, key pinch and pulp pinch test. Results: The follow-up period on average was 11 months, in the range from 2 to 20 months. There was no case of re-rupture, but tenolysis was performed in 1 cases. In all 6 cases, the average active range of motion of distal interphalangeal joint was 50.8 degree. The grip strength (ipsilateral/contralateral) was measured as 88.7% and the pulp pinch test was 79.2% as those of contralateral side. Flexion contracture was presented in 2 cases (15 degree on average) and there was no quadrigia effect found. Conclusion: Despite short length of tendon from the insertion site in FDS rupture in zone 1a and distal parts of zone 1b, sufficient functional recovery could be expected with the tendon to tendon repair using the modified loop suture technique.

박근의 원위혈관경을 이용한 도서형 근피판술 (Musculocutaneus Island Flap Based on the Distal Vascular Pedicle of Gracilis Muscle)

  • 정덕환;이용욱;조창현
    • Archives of Reconstructive Microsurgery
    • /
    • 제6권1호
    • /
    • pp.96-102
    • /
    • 1997
  • The gracilis that is frequently used as a donor of free muscle trasfer is appropriate in the muscular shape and vascular position. This muscle is belonged to the second type of muscle group by the classification of the pattern of muscular nutrient vessel. The adductor branch or first perforating branch of deep femoral artery which supplies the proximal 1/3 of this muscle is a dominant one and this is used for the microscopic anastomosis of muscle or musculocutaneous flap. The minor vascular pedicles which enter the distal 1/3 of this of this muscle are branches of the superficial femoral artery and it is 0.5mm in diameter, 2cm in length with two venae comitantes. These minor pedicles supplies distal half of the gracilis muscle. This island musculocutaneous flap using distal vascular pedicle can be used to cover the defect of soft tissue around the distal femoral supra-condylar area, knee joint and proximal tibial condyle area which cause limitation of motion of knee joint, or in the cases that usual skin graft is impossible. The important operative procedure is as follows; The dissection is carried proximally and distally and the entire gracilis muscle including proximal and distal pedicle is completely dissected. After temporary blocking of the proximal vascular pedicle, the adequate muscle perfusion by the distal pedicle is identified and it is rotated to the recipient site around knee joint. The advantages of this procedure are simple, no need of microscopic vascular anastomoses and no significant functional loss of donor site. Especially in the cases of poor condition of the recipient vessel, this procedure can be used effectively. From 1991 to 1996, we performed 4 cases; complete survival of flap in 3 cases and partial survival of flap with partial necrosis in 1 case. This procedure is though to be useful in the small sized soft tissue defect of distal femoral supra-condylar area, knee joint and proximal tibial condylar area, especially in the defect of anterior aspect which expected to cause limitation of motion of knee joint due to scar contracture. But the problems of this procedure are the diameter of distal vascular pedicle is small and the location of distal vascular pedicle is not constant. To reduce the failure rate, identify the muscular perfusion of distal vascular pedicle after blocking the proximal pedicle, or strategic delay will be helpful.

  • PDF

좌우 양팔의 근육 활성도 변화에 따른 EEG 출력 구분을 위한 CSP 필터의 적용 (Application of CSP Filter to Differentiate EEG Output with Variation of Muscle Activity in the Left and Right Arms)

  • 강병준;전부일;조현찬
    • 전기전자학회논문지
    • /
    • 제24권2호
    • /
    • pp.654-660
    • /
    • 2020
  • 본 논문은 근육 동작시의 뇌파의 출력을 통해 불확실성이 상당히 존재하는 EEG 신호 안에서 좌우완 근육의 동작이나 사용자의 의지가 포함된 근육 신호 출력 시의 특정 부위 뇌파를 추출하여 좌우 동작 구분이 가능한 뇌파의 특징 벡터를 찾아낼 수 있는지를 확인한다. 일반적인 표면 근전도와 비침습적인 방식의 뇌파 추출 방법으로는 내부 신경 전달에 의한 이온화 정도와 전기 전도도의 크기를 통해서 그 동작 신호인지 구분할 수 있는 방법이 존재하지 않는다. 일반 로봇 제어 시스템이나 전기 신호를 통한 관절 및 모터 제어의 경우는 특정 신호의 전달 및 피드백 제어를 통해 관절 및 로봇 제어기를 제어할 수 있는 신호를 확인할 수 있지만, 인간의 인체는 정확한 뇌와 근육간의 프로토콜을 찾을 근거가 부족하다. 따라서 본 논문에서는 피험자의 동작이 이루어질 경우의 뇌파 분석을 통해 좌완의 신호와 우완의 신호를 특정할 만한 근거 신호 또는 특징 벡터를 추출할 수 있는지 확인하기 위해 CSP(Common Spatial Pattern) 필터의 적용 결과 활용하여 효율성을 검증한다. 더불어 검증을 위한 실험 설계를 통해 데이터를 획득하고, 필터 적용 유무에 따른 결과의 변화가 어떠한지 검증하며 구분 정확도를 높일 수 있는 방법을 제안한다.

골프 드라이버스윙 시 지면반력 반복측정 횟수와 지면반력 특성 (Number of Trials for the Reliable Golf Swing Ground Reaction Force Data Collection and Its Characteristics)

  • 박영훈;염창홍;서국웅;서국은
    • 한국운동역학회지
    • /
    • 제17권4호
    • /
    • pp.115-125
    • /
    • 2007
  • Grould Reaction force(GRF) is important in human movements and GRF measurements are one of the most frequently used tool in biomechanical studies. In the studies of the golf swing motion, people refer to GRF as weight transfer. A successful golf swing motion requires many segments activation sequences which are controled by the nerve system. Due to the inter- and intra-individual variability of the human movement and the movement strategies, reliability of the measurements are important in human movement studies. Previous golf researches were based on group studies and certain events' values were analyzed. The purposes of this study were to determine the number of trials for the reliable golf swing GRF data collection, to reveal the variability level of the meaningful components of the golf swing GRF, and to classify the types of the golf swing GRF patterns. Twenty three male professional golfers($26.4{\pm}6.6$ years, $174.3{\pm}5.2\;cm$, $71.3{\pm}6.5\;kg$) signed an informed consent form prior to participation in this study. GRFs of driver swings were collected with Kistler 9285 force platform and 9865A amplifier, and calculated by the KwonGRF program(Visol, Korea). Sampling frequency was 1080 Hz. GRF data were trimmed from 1.5 s prior to the impact to 0.5 s after the impact. The number of trials for the reliable GRF collection was determined when the change in floating mean overs the 25 % of the standard deviation of that variable. Variabilities of the variables were determined by the coefficient of variation(CV) of 10 %. The types of GRF patterns were determined by visual inspection of the peak GRF shapes. The minimum number of trials for the reliable golf swing GRF data collection was five. Ten-trial seems more conservative. The value of the peak GRF was more reliable than the value of the impact GRF. The CV of the peak GRF and impact GRF were 7.4 %, 15.2 %, respectively. Because of the +/- sigh of the peak GRF appearance time, it was impossible to calculate CV of the peak GRF appearance time. Golf swing GRF patterns were classified as sing peak type, double peak type, and plateau peak type. This classification suggests the presence of the different golf swing weight transfer strategies.

성인 주관절의 요골두와 구상돌기 골절을 동반한 탈구의 수술 적 치료 (성인 주관절에 발생한 위험3증주의 수술적 치료) (Operative Treatment of Terrible Triad in Elbow of Adults)

  • 김병흠;박종석;최호림;이상선;나수균;이현욱
    • Clinics in Shoulder and Elbow
    • /
    • 제9권1호
    • /
    • pp.50-59
    • /
    • 2006
  • Purpose: The nonoperative outcome of elbow dislocations with associated radial head and coronoid fractures are often unsatisfactory because of chronic instability and stiffness from proloned immobilization, Therefore we managed these injuries with well programed surgical appproaches. Method: Ten patients with this injury were evaluated retrospectively from May 1998 to June 2004 after a minimum of 12 months. These injuries include elbow dislocation and associated fractures of both the radial head and the coronoid process. All ten patients were treated by one clinic operatively with similar scheduled surgical methods which started on the lateral side and terminated on the medial side of the elbow. Radial head and neck fractures were classified Mason types, as two and three types respectively with six and four cases and six cases were fixated. Coronoid process were fixated with screws anteroposterior directly or anchor suture in all cases, each type was classified one, two and three. where were three type one, four type two, and three type three were according to Regan and Morrey classification. Results: The outcome was three resulting in excellent, four good, two normaland and the remaining case was one poor according to the Mayo Elbow Performance score. At a terminal follow up, the range of motion of the elbow averaged flection contracture, $6^{\circ}(0{\sim}20^{\circ})$ and further flection, $129^{\circ}(115{\sim}140^{\circ})$. Two patients had complications requiring additional care. One, displaced coronoid process which was repaired with capsule and the other patient experienced, palsy of ulnar nerve and contracted elbow joint. Conclusions: Usage of early operation as the minimum injury of medial ligaments complex and the rigid fixation of fractures to prompt motion with our scheduled management for elbow dislocations with associated radial head and coracoid fractures provided excellent results.

The Predictable Factors of the Postoperative Kyphotic Change of Sagittal Alignment of the Cervical Spine after the Laminoplasty

  • Lee, Jun Seok;Son, Dong Wuk;Lee, Su Hun;Kim, Dong Ha;Lee, Sang Weon;Song, Geun Sung
    • Journal of Korean Neurosurgical Society
    • /
    • 제60권5호
    • /
    • pp.577-583
    • /
    • 2017
  • Objective : Laminoplasty is an effective surgical method for treating cervical degenerative disease. However, postoperative complications such as kyphosis, restriction of neck motion, and instability are often reported. Despite sufficient preoperative lordosis, this procedure often aggravates the lordotic curve of the cervical spine and straightens cervical alignment. Hence, it is important to examine preoperative risk factors associated with postoperative kyphotic alignment changes. Our study aimed to investigate preoperative radiologic parameters associated with kyphotic deformity post laminoplasty. Methods : We retrospectively reviewed the medical records of 49 patients who underwent open door laminoplasty for cervical spondylotic myelopathy (CSM) or ossification of the posterior longitudinal ligament (OPLL) at Pusan National University Yangsan Hospital between January 2011 and December 2015. Inclusion criteria were as follows : 1) preoperative diagnosis of OPLL or CSM, 2) no previous history of cervical spinal surgery, cervical trauma, tumor, or infection, 3) minimum of one-year follow-up post laminoplasty with proper radiologic examinations performed in outpatient clinics, and 4) cases showing C7 and T1 vertebral body in the preoperative cervical sagittal plane. The radiologic parameters examined included C2-C7 Cobb angles, T1 slope, C2-C7 sagittal vertical axis (SVA), range of motion (ROM) from C2-C7, segmental instability, and T2 signal change observed on magnetic resonance imaging (MRI). Clinical factors examined included preoperative modified Japanese Orthopedic Association scores, disease classification, duration of symptoms, and the range of operation levels. Results : Mean preoperative sagittal alignment was $13.01^{\circ}$ lordotic; $6.94^{\circ}$ lordotic postoperatively. Percentage of postoperative kyphosis was 80%. Patients were subdivided into two groups according to postoperative Cobb angle change; a control group (n=22) and kyphotic group (n=27). The kyphotic group consisted of patients with more than $5^{\circ}$ kyphotic angle change postoperatively. There were no differences in age, sex, C2-C7 Cobb angle, T1 slope, C2-C7 SVA, ROM from C2-C7, segmental instability, or T2 signal change. Multiple regression analysis revealed T1 slope had a strong relationship with postoperative cervical kyphosis. Likewise, correlation analysis revealed there was a statistical significance between T1 slope and postoperative Cobb angle change (p=0.035), and that there was a statistically significant relationship between T1 slope and C2-C7 SVA (p=0.001). Patients with higher preoperative T1 slope demonstrated loss of lordotic curvature postoperatively. Conclusion : Laminoplasty has a high probability of aggravating sagittal balance of the cervical spine. T1 slope is a good predictor of postoperative kyphotic changes of the cervical spine. Similarly, T1 slope is strongly correlated with C2-C7 SVA.

GIS 기반 지반공간정보 추정을 통한 부지고유 지진응답 매개변수 기반 인천 지역의 부지분류 (Site Classification for Incheon According to Site-Specific Seismic Response Parameters by Estimating Geotechnical Spatial Information Based on GIS)

  • 선창국;김한샘
    • 한국지리정보학회지
    • /
    • 제19권4호
    • /
    • pp.17-35
    • /
    • 2016
  • 지진으로 인한 재난은 지반운동의 증폭과 관련된 부지효과의 차이로 인해 흔히 견고한 토사나 암반에 비해 연약한 토사 지역에서 심하게 나타나고 있다. 지역적 관점에서 이러한 차이는 대상 영역 전체의 토사 지층 분포의 예측을 통해 우선 파악할 수 있다. 토사는 대개 내륙에 비해 강이나 해안 주변에서 두껍게 발달하고 있다. 본 연구에서는 해안 대도시 인천을 대상으로 부지효과를 평가하고 지진재해 정보를 제공하고자, 연구 영역 전체의 지반지층에 대해 GIS 기반의 공간예측을 수행하였다. 약 7,000 여공의 기존 시추조사 자료를 수집하여 GIS DB로 구축하였으며, 추가적으로 현장답사를 통해 지표지반 자료들을 확보하였다. 구축된 지반 DB를 토대로 부지고유 지진응답 매개변수들에 관한 공간구역화 지도들을 지역 지진대책에서의 활용을 위해 제시하였다. 지반지진공학 매개변수별 공간 구역화 수행을 통해 인천 확장영역의 지진위험도를 평가하고, 부지분류 구역정보를 도출함으로써 내진설계의 부지증폭계수를 결정하였다. 이 때 대상 영역 전체에 걸쳐 부지분류에 관한 공간구역화를 부지응답 매개변수별로 수행하고 각 매개변수별 공간분포를 비교하였다. 이에 따라 인천 행정 단위별로 부지주기의 공간구역화를 수행하였으며, 지반지진공학적 취약부지를 평가함으로써 해안 대도시에서의 지진재해 저감을 위한 의사결정 지원의 활용가능성을 확인하였다.