• Title/Summary/Keyword: Long-Term Survival

Search Result 939, Processing Time 0.036 seconds

How Long Will Your Videos Remain Popular? Empirical Study with Deep Learning and Survival Analysis

  • Min Gyeong Choi;Jae Hong Park
    • Asia pacific journal of information systems
    • /
    • v.33 no.2
    • /
    • pp.282-297
    • /
    • 2023
  • One of the emerging trends in the marketing field is digital video marketing. Online videos offer rich content typically containing more information than any other type of content (e.g., audible or textual content). Accordingly, previous researchers have examined factors influencing videos' popularity. However, few studies have examined what causes a video to remain popular. Some videos achieve continuous, ongoing popularity, while others fade out quickly. For practitioners, videos at the recommendation slots may serve as strong communication channels, as many potential consumers are exposed to such videos. So,this study will provide practitioners important advice regarding how to choose videos that will survive as long-lasting favorites, allowing them to advertise in a cost-effective manner. Using deep learning techniques, this study extracts text from videos and measured the videos' tones, including factual and emotional tones. Additionally, we measure the aesthetic score by analyzing the thumbnail images in the data. We then empirically show that the cognitive features of a video, such as the tone of a message and the aesthetic assessment of a thumbnail image, play an important role in determining videos' long-term popularity. We believe that this is the first study of its kind to examine new factors that aid in ensuring a video remains popular using both deep learning and econometric methodologies.

Long-term Results of Surgical Treatment for Primary Lung Cancer (원발성 폐암 수술의 장기성적)

  • Ham, Si-Yeong;Seong, Suk-Hwan;Kim, Ju-Hyeon
    • Journal of Chest Surgery
    • /
    • v.20 no.4
    • /
    • pp.730-744
    • /
    • 1987
  • From Nov. 1980 to Jun. 1987, 270 primary lung cancer patients were operated on at the department of Thoracic & Cardiovascular Surgery, Seoul National University Hospital. There Were 223 males & 47 females with 55.5 years of mean age. There were 151 [55.9%] squamous cell ca., 43 [18.8%] adenoca., 8 [3.5%] undiff. large cell, 9 [3.9%] undiff. small cell ca. & 18 [7.9%] mixed type, and also composed of 65 [28.3%] stage I, 31 [13.5%] stage II and 133 [58.1%] of stage III cases. They received 78 [34.1%] lobectomies, 62 [27.1%] pneumonectomies and 60 [26.2%] exploratory thoracotomies with 70% resectability rate. The five year actuarial survival rate of all patients was 37%. According to TNM stage, five year survival rate of the patients in stage I was 71%, those of stage II was 29% and of stage III 21%. According to histological cell type, five year actuarial survival rate of the squamous cell ca. was 35%, of adenoca. 49%, of undiff. large cell. 22%, 2 year survival rate of undiff. small cell was 31% and 3 year survival rate of mixed type was 47%. Hospital death was 2 case with a 1.3% early postop. mortality rate.

  • PDF

Survival Analysis of Biliary Tract Cancer Cases in Turkey

  • Akca, Zeki;Mutlu, Hasan;Erden, Abdulsamet;Buyukcelik, Abdullah;Cihan, Yasemin Benderli;Goksu, Sema Sezgin;Aslan, Tuncay;Sezer, Emel Yaman;Inal, Ali
    • Asian Pacific Journal of Cancer Prevention
    • /
    • v.15 no.15
    • /
    • pp.6025-6027
    • /
    • 2014
  • Background: Because of the relative rarity of biliary tract cancers (BTCs), defining long term survival results is difficult. In the present study, we aimed to evaluate the survival of a series of cases in Turkey. Materials and Methods: A totally of 47 patients with billiary tract cancer from Mersin Goverment Hospital, Acibadem Kayseri Hospital and Kayseri Training and Research Hospital were analyzed retrospectively using hospital records between 2006-2012. Results: The median overall survival was $19.3{\pm}3.9$ months for all patients. The median disease free and overall survivals were $24.3{\pm}5.3$ and $44.1{\pm}12.9$ months in patients in which radical surgery was performed, but in those with with inoperable disease they were only $5.3{\pm}1.5$ and $10.7{\pm}3.2$ months, respectively. Conclusions: BTCs have a poor prognosis. Surgery with a microscopic negative margin is still the only curative treatment.

SURVIVAL RATE OF THE DENTAL IMPLANTS PLACED IN POSTERIOR MAXILLA WITHOUT SINUS AUGMENTATION (상악동 골이식술 없이 상악 구치부에 식립된 임프란트의 생존율)

  • Park, Hye-Won;Kim, Myung-Rae;Kim, Sun-Jong
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
    • /
    • v.35 no.3
    • /
    • pp.170-175
    • /
    • 2009
  • Purpose : The purpose of this study is to evaluate 7-year survival rate of implants placed without bone graft in posterior maxilla and compare the survival rate by the age and gender of patient, length and diameter of implant, region of implant placement, bicortical engagement of fixture, and connection of prosthesis. Material and methods : 78 patients (170 implants) who visited our institution from 2002 to 2007 and were followed up with panoramic view and medical records. Kaplan-Meier survival analysis and Log Rank (Mantel-Cox) test were used. Results and conclusions : A 7-year cumulative survival rate for implants placed in posterior maxilla without sinus graft was 95.3%. The survival rate in men was 91.8%, significantly lower than 98.8% in woman.(p<0.05). However, the survival rate by the length of the implants did not show any significant differences.(p>0.05), while the wide platform implant resulted in 85% survival rate which was statistically lower than 98.5% in regular platform. The posterior maxillary implants engaged bicortically showed 97.6% of 7-year Survival rate, comparing 88.6% in not engaged implants. The survival rate of the single implant was 91.2%, while 98.5% in splinted prosthesis. Therefore, the bicortical engagement of the fixtures and splinted prosthesis may be recommended to get a long-term survival rate in posterior maxilla.

Cryopreservation of Mesenchymal Stem Cells by Vitrification (중간엽줄기세포의 초자화 동결법에 의한 냉동보존)

  • Lee, Hyo-Jong;kang, Sun-Young;Park, Se-Jin;Lee, Seung-Yong;Lee, Hee-Chun;Koh, Phil-Ok;Park, Ji-Kwon;Paik, Won-Young;Yeon, Seong-Chan
    • Journal of Veterinary Clinics
    • /
    • v.28 no.4
    • /
    • pp.394-398
    • /
    • 2011
  • Mesenchymal stem cells (MSC) are pluripotent cells that can be found in umbilical cord blood from new borne babies as well as placenta, bone marrow, adipose tissue, amniotic fluid, muscle, et al. MSC are capable of renewing themselves without differentiation in long-term culture, also can be differentiated into various tissues under specific condition. Formulating a cryopreservation protocol for the MSC is required because these cells cannot survive for long periods under in vitro culture conditions and a new formulation of harmless cryoprotectant is needed for the direct injection of MSC into patients. The undifferentiated MSC were frozen with a vitrification solution of 40% ethylene glycol, 20% Ficoll-70 and 0.3M sucrose. The survival rate after thawing and their proliferation rate were examined and compared with slow rate cooling methods using dimethylsulfoxide (DMSO). The vitrification method showed high survival rate after thawing and proliferation capacity comparable to DMSO. It can be suggested that ultra-rapid cooling method by vitrification is reliable methods for long term preservation of MSC and the vitrification solution with ethylene glycol, Ficoll-70 and sucrose will be more beneficially used for direct transplantation of MSC into patients than DMSO solution.

Long-Term Clinical Results of Tricuspid Valve Replacement (삼첨판막 대치술의 장기간 임상성적)

  • 임상현;홍유선;유경종;강면식;김치영;조범구;장병철
    • Journal of Chest Surgery
    • /
    • v.37 no.4
    • /
    • pp.328-334
    • /
    • 2004
  • There are only limited numbers of reports about long-term results of tricuspid valve replacement(TVR) with bioprosthetic and mechanical prostheses. We analyzed risk factors for tricuspid valve replacement and compared long-term clinical results of bioprosthetic and mechanical valves in tricuspid position. Material and Method: We reviewed 77 cases of TVR, which were performed between October 1978 and December 1996. Mean age was 38.8 15.9 years. Bioprostheses were implanted in 26 cases and mechanical prostheses were implanted in 51 cases. Result The operative mortality was 15.6% and late mortality was 12.3%. Survival for bioprosthetic and mechanical valve group at 5, 10 and 13 years was 81.3% vs. 100%, 66.1% vs. 100%, 60.6% vs. 100% (p=0.0175). Free from valve related re-operation for bioprosthetic and mechanical valve group at 5, 10 and 13 years was 100% vs. 93.9%, 100% vs. 93.9% and 58.3% vs. 93.9% (p=0.3274). Linealized incidences of valve related re-operation for bioprosthetic and mechanical valve group was 2.27 %/patient-years and 1.10 %/patient-years. Risk factor analysis showed that presence of preoperative ascites, hepatomegaly larger than 2 finger breaths, poor preoperative NYHA functional class and number of tricuspid valve replacement were risk factors for early mortality, and the use of bioprosthetic valve and number of open heart surgery were risk factors for late mortality. Conclusion: Long-term survival of mechanical valve was superior to bioprosthetic valve in tricuspid position. We recommend mechanical valve in tricuspid position if the patient can be closely followed up.

Long Term Clinical Results of Duromedics Valve (Duromedics 판막의 장기 임상 성적 고찰)

  • Jeong, Dong-Seop;Lim, Chung;Kim, Kyung-Hwan;Kim, Ki-Bong;Aun, Hyuk
    • Journal of Chest Surgery
    • /
    • v.34 no.9
    • /
    • pp.686-691
    • /
    • 2001
  • Background: The Duromedics valve has been used in Korea since 1982, however, but there were no long term clinical results that have been reported. This paper presents the long term clinical results of Duromedics valve implanted in Seoul National University Hospital. Material and method: Between 1987, 23 patients underwnet cardiac valve replacement with Duromedics mechanical valve. There were 8 mitral valve replacements, 5 aortic valve replacements, one tricuspid valve replacement, 6 aortic and mitral valve replacements, and one mitral and tricuspid valve replacement. There were 12 men and 11 women. The mean age was 35$\pm$10(15~52) years. We evaluated the clinical performance of Duromedics cardiac prosthesis. Result: The early operative mortality was 4.3%(1/23) and the late morlatity was 4.3%(1/23). Causes of death were low cardiac output syndrome and structural valvular failure. The mean follow-up duration was 133$\pm$43(8~157) months. There were 3 reoperations. The causes of reoperations were thrombosis and structural failure and nonstructural valvular failure. The actuarial survival rate at 10 years was 90.9%. Conclusion: Although the number of patients was not sufficient for effective clinical study, the long term clinical results of Duromedics valve was relatively good and there was no structural defect in this mechanical valve. However, more research is needed in the future.

  • PDF

Significant Differences in the Clinicopathological Characteristics and Survival of Gastric Cancer Patients from Two Cancer Centers in China and Korea

  • Shen, Zhan Long;Song, Kyo Young;Ye, Ying Jiang;Xie, Qi Wei;Liang, Bin;Jiang, Kewei;Park, Cho Hyun;Wang, Shan
    • Journal of Gastric Cancer
    • /
    • v.15 no.1
    • /
    • pp.19-28
    • /
    • 2015
  • Purpose: To compare the clinicopathological data and long-term survival of gastric cancer patients in China and Korea. Materials and Methods: Patients who had undergone gastrectomy for gastric cancer between 1998 and 2009 in 2 high-volume institutions in both China (n=1,637) and Korea (n=2,231) were retrospectively evaluated. Clinicopathological variables, overall survival (OS), progression-free survival (PFS), and surgery-related complications were assessed for all patients and compared between the 2 institutions. Results: Chinese patients included in the study were significantly older and had a significantly lower body mass index (BMI) than the Korean patients. Esophagogastric junction tumors were more frequent in Chinese patients. However, the number of patients with stage I gastric cancer, the number of harvested lymph nodes, and the number of total gastrectomies were significantly higher in the Korean population. Korean patients also presented with fewer undifferentiated tumors than Chinese patients. Furthermore, Korean patients had prolonged OS and PFS for stage III cancers only. BMI, tumor-node-metastasis (TNM) stage, tumor invasion, number of positive lymph nodes, and distant metastases were all independent factors affecting OS and PFS. Conclusions: Although China and Korea are neighboring Asian countries, the clinicopathological characteristics of Chinese patients are significantly different from those of Korean patients. Korean gastric cancer patients had longer OS and PFS than Chinese patients. Influencing factors included TNM stage, tumor invasion, and lymph node metastasis.

Survival of Patients with Lung Cancer, Yazd, Iran

  • Zahir, Shokouh Taghipour;Mirtalebi, Maryammosadate
    • Asian Pacific Journal of Cancer Prevention
    • /
    • v.13 no.9
    • /
    • pp.4387-4391
    • /
    • 2012
  • Background: Lung carcinoma is the leading cause of cancer mortality worldwide. Although the 5-year survival rate nearly tripled from 5-15% over the last 25 years, the estimated number of deaths still exceeds 1.3 million annually. The overall 5-year survival of lung cancer is only 10% in Europe and 15% in the United States. The aim of the current study was to determine the long-term survival and the effect of certain prognostic factors on survival of patients with lung cancer in Yazd city, Iran. Methods: In this cross-sectional descriptive study, we retrospectively reviewed hospital records and follow-up data of 148 patients with histological proven lung cancer using the cancer data registered between 1998 and 2005 in the pathology department of Shahid Sadoughi educational hospital, Yazd, Iran. Data were extracted from patient documents that included sex, age, clinical manifestations, histopathological report of the tumor and type of treatment given. Results: Overall survival time in all patients was 8.5 months after diagnosis and there was no significant difference in survival according to sex (p=0.958). Histological analysis revealed that squamous cell carcinoma was the most common histologic type (35%). Kaplan-Meier statistical methods estimated the average survival time for SCC to be better (22.6 months) in comparison with the other types of histology (all of them below 10 months). There was a trend towards significance between type of histology and duration of survival (p=0.08). Conclusion: It is reasonable to expect that early lung cancer detection, and appropriated treatment, may improve surgical morbidity and mortality. Low survival of lung cancer in our center patients show our shortages in screening programs for early diagnosis. Designing studies with larger sample size that take some other variables like staging of patients is now necessary.

A Retrospective Clinical Study of Survival Rate for a Single Implant in Posterior Teeth (구치부 단일 임플란트의 생존율에 대한 후향적 연구)

  • Han, Sung-Il;Lee, Jae-Hoon
    • Maxillofacial Plastic and Reconstructive Surgery
    • /
    • v.34 no.3
    • /
    • pp.186-199
    • /
    • 2012
  • Purpose: Single implants, of which screw loosening has been observed frequently, presents problems such as fixtures fractures, marginal bone loss, and inflammation of the soft tissue around the implant. However, the single implant is more conservative, cost effective, and predictable compared to the 3 unit bridge with respect to the long-term outcome. This study evaluated the survival rate as well as future methods aimed at increasing the survival rate in single implants in posterior teeth. Methods: Among the implants placed in the Dankook University Dental Hospital department of Oral & Maxillofacial surgery from January 2001 to June 2008, 599 implants placed in the maxillar and mandibular posterior were evaluated retrospectively. Survival rates were investigated according to implant location, cause of tooth loss, gender, age, general disease, fixture diameter and length, surface texture, implant type and shape, presence of bone graft, surgery stage, surgeons, bone quality and opposite teeth. Results: Out of 599 single implants in posterior teeth, 580 implants survived and the survival rate was 96.8%. The difference in survival rate was statistically significant according to the implant location. The survival rate was low (84.2%) in implants exhibiting a wide diameter (${\geq}5.1mm$) and the surface treated by the acid etching group demonstrated a significantly lower survival rate (91.1%). One stage surgical procedure, which implemented a relatively better bone quality survival rate (100%), was higher than the two stage surgical procedure (96.1%). The survival rate of type IV bone quality (75%) was significantly lower than the other bone quality. Conclusion: Single posterior teeth implant treatments should use an improved surface finishing fixture as well as careful and safe procedures when performing implant surgery in the maxilla premolar and molar regions since bone quality is poor.