• Title/Summary/Keyword: CTC

Search Result 260, Processing Time 0.024 seconds

Fast offline transformer-based end-to-end automatic speech recognition for real-world applications

  • Oh, Yoo Rhee;Park, Kiyoung;Park, Jeon Gue
    • ETRI Journal
    • /
    • v.44 no.3
    • /
    • pp.476-490
    • /
    • 2022
  • With the recent advances in technology, automatic speech recognition (ASR) has been widely used in real-world applications. The efficiency of converting large amounts of speech into text accurately with limited resources has become more vital than ever. In this study, we propose a method to rapidly recognize a large speech database via a transformer-based end-to-end model. Transformers have improved the state-of-the-art performance in many fields. However, they are not easy to use for long sequences. In this study, various techniques to accelerate the recognition of real-world speeches are proposed and tested, including decoding via multiple-utterance-batched beam search, detecting end of speech based on a connectionist temporal classification (CTC), restricting the CTC-prefix score, and splitting long speeches into short segments. Experiments are conducted with the Librispeech dataset and the real-world Korean ASR tasks to verify the proposed methods. From the experiments, the proposed system can convert 8 h of speeches spoken at real-world meetings into text in less than 3 min with a 10.73% character error rate, which is 27.1% relatively lower than that of conventional systems.

Clinical Utility of Portal Venous Circulating Tumor Cells in Pancreatic Cancer (췌장암에서 간 문맥 순환 종양 세포의 임상적인 유용성)

  • Seung Bae Yoon;Sung Woo Ko
    • Journal of Digestive Cancer Research
    • /
    • v.11 no.1
    • /
    • pp.21-29
    • /
    • 2023
  • Despite recent advancements in the diagnosis and treatment of pancreatic cancer, clinical results remain dismal. Furthermore, there are no reliable biomarkers or alternatives beyond carbohydrate antigen 19-9. Circulating tumor cells (CTCs) may be a potential biomarker, but their therapeutic application is constrained by their rarity in peripheral venous blood. Theoretically, the portal vein can be a more appropriate location for the detection of CTCs, because the first venous drainage of pancreatic cancer is portal circulation. According to several studies, the number and detection rate of CTCs may be higher in the portal blood than in the peripheral blood. CTC counts in the portal blood are strongly correlated with several prognostic parameters such as hepatic metastasis, recurrence after surgery, and survival. The phenotypic and genotypic properties analyzed in the captured portal CTCs can assist us to comprehend tumor heterogeneity and predicting the prognosis of pancreatic cancer. The investigations to date are limited by small sample sizes and varied CTC detection techniques. Therefore, a large number of prospective studies are required to confirm portal CTCs as a valid biomarker in pancreatic cancer.

Radiosensitization of Cis-Platimum in the Treatment of Advanced Head and Neck Squamous Cell Carcinoma (국소 진행된 두경부편평 상피암에 대한 CIS-PLATINUM과 방사선치료의 동시 병행요법)

  • Chang, Hye-Sook
    • Radiation Oncology Journal
    • /
    • v.10 no.1
    • /
    • pp.27-34
    • /
    • 1992
  • Cis-Platinum (DDP) was utilized as a radiosensitizer in a pilot study for stage III and IV squamous cell carcinoma between 1984-1987, and DDP 20 $mg/M^2$/day was administered for 4 days at 3 week interval with concurrent radiotherapy. This study consisted of three phases: cytoreduction phase, eradicative treatment phase and adjuvant phase. Total 59 patients were subjected to evaluate a tumor response and its toxicity. During the eradicative phase,27 patients underwent surgery (group I ), 29 patients were treated with radiotherapy only (group II) and 3 patients did not complete the second phase of therapy. At the cytoreduction phase, $95\%$ response rate with complete response (CR) $47.5\%$ and partial response (PR) $47.5\%$ was observed. Complete tumor clearance (CTC) rate following 2nd phase of therapy was $84\%$ (47/56) with 26/27($96\%$) in group I achieved CTC with surgery and 21/29 ($72\%$) patients In group II achieved CTC following 2nd phase. $67\%$ of primary lesions and $70\%$ of nodal diseases in group I showed no tumor in the surgical specimen. $34\%$ of patiets who achieved CTC at 2nd phase developed recurrence and median time to recur was 8 months. Actuarial disease free survival at 4 years was $59\%$ and $51\%$(24/27) of patients who achieved CTC at 2nd phase were alive without any evidence of disease at median follow-up 31 months (range, 10-48 months). There was no significant difference in overall and disease free survival between group I and II between CR and PR group following 1st Phase. Only significant Prognostic factor in this study was the complete tumor clearance following 2nd phase theapy. In general, toxicity was not excessive. Author concludes that this study confirmed the significant radiosensitizing effect of DDP with the acceptable toxicity and warrant the prospective study to determine optimum scheduling for DDP and radiotherapy which maximizes the therapeutic gain.

  • PDF

Effects of Reactive Oxygen Species (ROS) on Capacitation and Acrosome Reaction in Human Spermatozoa (반응성 산소족이 사람 정자의 수정능력 획득과 첨체반응에 미치는 영향)

  • 강희규;김동훈;한성원;김묘경;권혁찬;이호준;윤용달;김문규
    • Development and Reproduction
    • /
    • v.4 no.2
    • /
    • pp.203-213
    • /
    • 2000
  • To investigate the effects of reactive oxygen species (ROS) on capacitation, acrosome reaction in human spermatozoa. Human spermatozoa were incubated with xanthine-xanthine oxidase (X-XO), $H_2O$$_2$, sodium nitroprusside (SNP) or lymphocyte. Otherwise, spermatozoa were incubated under low $O_2$ (5 %) condition. Chlortetracycline (CTC) staining was conducted to assess capacitation and acrosome reaction. Analysis of lipid peroxidation was done by spectrophotometric determination of malondialdehyde (MDA) production in spermatozoa. $H_2O$$_2$, X-XO, SNP and lymphocyte treatment significantly increased capacitated spermatozoa within 1 h of incubation. There was no significant difference in capacitation between low- and high $O_2$ groups. In the presence of low concentration of $H_2O$$_2$, lipid peroxidation decreased significantly. However, under the high concentration of $H_2O$$_2$, lipid peroxidation significantly increased at the end of incubation compared to control. In the presence of high concentration of lymphocytes, lipid peroxidation significantly increased compared to control at 1hr of incubation. There was no significant difference in lipid peroxidation according to $O_2$ concentration examined. Acrosome reaction (AR) was evaluated by CTC staining after the progesterone challenge. In all ROS groups, AR increased compared to control. The X(100 $\mu$M) - XO (100mIU) system was the most potent to induce AR. Taken together, it suggested positive control of AR by ROS and the positive relationship between the lipid peroxidation and AR. The early onset of capacitation in the presence of ROS suggest that ROS might be a positive regulator of sperm capacitation and hyperactivation.

  • PDF

Antibiotic Uptake by Plants from Soil Applied with Antibiotic-Treated Animal Manure (가축분뇨 시용 토양에서 식물체의 축산용 항생물질 흡수양상)

  • Seo, Young-Ho;Cho, Byoung-Ouk;Kang, An-Seok;Jeong, Byeong-Chan;Jung, Yeong-Sang
    • Korean Journal of Soil Science and Fertilizer
    • /
    • v.43 no.4
    • /
    • pp.466-470
    • /
    • 2010
  • Food contamination through antibiotic uptake by plants has been one of the major concerns regarding animal manure amendment to agricultural land. Antibiotic uptake by plants was tested with three veterinary antibiotics such as chlortetracycline (CTC), tylosin (TYL), and sulfamethazine (SMT) and three plants such as lettuce, tomato, and hairy vetch. Antibiotic-treated swine slurry was applied to a greenhouse soil before transplanting or sowing the plants. The treated antibiotic concentrations to the swine slurry were 22.9 mg CTC $L^{-1}$, 27.8 mg TYL $L^{-1}$, and 32.4 mg SMT $L^{-1}$. Lettuce was harvested on 64 days after transplanting and 94 days for tomato and hairy vetch. Concentrations of CTC were 3.4 ng $g^{-1}$ for lettuce and 0.7 ng $g^{-1}$ for tomato on a fresh weight basis. For TYL, 20.1 ng $g^{-1}$ from lettuce leaves and 3.0 ng $g^{-1}$ from whole hairy vetch were detected. Sulfamethazine showed greatest concentration among the three antibiotics, 63.3 ng $g^{-1}$ in lettuce leaves, 30.2 ng $g^{-1}$ in tomato fruits, and 20.9 ng $g^{-1}$ in hairy vetch. The results imply that antibiotic uptake by plants may be dependent on antibiotic type and plant type.

Prognostic Significance of Circulating Tumor Cells and Serum CA15-3 Levels in Metastatic Breast Cancer, Single Center Experience, Preliminary Results

  • Tarhan, Mustafa Oktay;Gonel, Ataman;Kucukzeybek, Yuksel;Erten, Cigdem;Cuhadar, Serap;Yigit, Seyran Ceri;Atay, Aysenur;Somali, Isil;Dirican, Ahmet;Demir, Lutfiye;Koseoglu, Mehmet
    • Asian Pacific Journal of Cancer Prevention
    • /
    • v.14 no.3
    • /
    • pp.1725-1729
    • /
    • 2013
  • Background: Breast cancer is the second leading cancer causing death in women. Circulating tumor cells are among the prognostic factors while tumor markers are of diagnostic value and can be used for follow-up. The aim of this study was to investigate the correlation between the prognostic significance of the serum CA15-3 levels, number of circulating tumor cells and histopathological tumor factors. Materials and Methods: Thirty patients recently diagnosed with breast cancer were included in the study. Number of circulating tumor cells and serum CA15-3 level were assessed when metastasis was detected and diagnostic value was assessed. Presence of associations with estrogen and progesterone receptors, c-erbB2, Ki-67 proliferation index and histological grade were also evaluated. Results: Median overall survival of the patients with serum CA15-3 levels of >108 ng/dl was 19 months whereas for those with a low serum level it was 62 months. Median overall survival for CTC ${\geq}5$ vs CTC<5 patients was 19 months and 40 months respectively. The difference between the two groups was statistically significant. Conclusions: Prognostic significance of the CTC count and CA15-3 levels in metastatic breast cancer patients was demonstrated.

Optimized Methods to Maintain Motility and Viability in Normozoospermic Males (정자 운동성 및 수명 보존을 위한 최적 배양에 관한 연구)

  • You, Young-Ah;Mohamed, E.A.;Oh, Shin-Ae;Pang, Myung-Geol
    • Clinical and Experimental Reproductive Medicine
    • /
    • v.36 no.1
    • /
    • pp.45-53
    • /
    • 2009
  • Objectives: To determinate the optimal culture condition to maintain lifespan in human sperm, we evaluated the effect of different temperature on sperm motility and viability up to 5 days in normal specimens. Methods: Ejaculated semen samples with normal semen parameters were gently washed in HEPES buffered Tyrod's-Albumin-Lactate-Pyruvate (HTALP) media. Each 5 ml of HTALP + 0.3% albumin with $1{\times}10^6$ sperm/ml was incubated for 5 days in $37^{\circ}C$, $22^{\circ}C$, and $4^{\circ}C$. The sperm motility and kinematics were analyzed using computer assisted sperm analysis (CASA), membrane integrity was assessed by hypoosmotic swelling test (HOST), and capacitation status was evaluated by chlorotetracycline (CTC) fluorescence pattern. Each parameter was measured on day 1, 3, and 5, respectively. Results: The motility, viability and live/uncapacitated pattern were demonstrated significantly in temperature- and time-dependent difference (p<0.05). While the sperm cultured for 1 day in each temperature was not significantly different, the sperm cell kept in $22^{\circ}C$ after 3 days were preserved sperm motility, viability, membrane integrity, and F pattern better than in other culture temperatures. Conclusions: HTALP can be used a basic medium for culture and longevity preservation, and sperm cell kept at $22^{\circ}C$ is beneficial for assisted reproductive techniques.

Effect of Thawing Temperature on Sperm Characteristics of Frozen Semen in Miniature Pig (미니 돼지 동결정액의 융해 온도가 정자성상에 미치는 영향)

  • Choi, Won-Cheol;Yang, Mi-Hye;Lee, Yong-Seung;Cheong, Hee-Tae;Yang, Boo-Keun;Lee, Dong-Seok;Park, Choon-Keun
    • Reproductive and Developmental Biology
    • /
    • v.31 no.3
    • /
    • pp.175-179
    • /
    • 2007
  • The objective of this study was to investigate the effect of thawing temperature on the sperm viability and acrosomal morphology for semen storage of miniature pig by the 0.5ml straw method. In this present study, sperm viability (SYBR-14/PI staining), membrane integrity (Hypoosmotic Swelling Test), acrosome intactness, intensity and capacitation status (chlorotetracycline staining) in frozen miniature pig sperm were evaluated after thawing at 37, 50 and $70^{\circ}C$ for 5, 10 and 45 sec, respectively. Interestingly, the results indicated that sperm thawed at $70^{\circ}C$ for 5 sec significantly (p<0.05) increased sperm viability, but lower the percentage of AR (acrosome reacted spermatozoa) pattern compared to sperm thawed at $37^{\circ}C$ for 45 sec and $50^{\circ}C$ for 10 sec. In terms of thawing condition, high temperature for a short time using the 0.5ml straw was improved cryosurvival of miniature pig semen. Therefore, appropriate thawing method for cryopreservation of miniature pig is required for increasing post-thawing viability.

Determination of tetracycline antibiotics in food (식품 중 테트라싸이클린계 항생물질의 분석)

  • Park, Dongmi;Jeong, Jiyoon;Chang, Moonik;Im, Moohyeog;Park, Kunsang;Hong, Mooki
    • Analytical Science and Technology
    • /
    • v.18 no.3
    • /
    • pp.250-256
    • /
    • 2005
  • A selective method of high performance liquid chromatography with UV detector has been applied to determine 4 tetracycline antibiotics in the animal food, simultaneously. The targets were chlortetracycline (CTC), doxycycline (DC), oxytetracycline (OTC), and tetracycline (TC) that are used routinely in veterinary medicine for prevention and control of disease. Food samples were beef, pork, chicken, milk, whole egg, flatfish (Limanda yokohamae), jacopever (Sebastes hubbsi), seabream (Chrysophrys major), eel (Anguilla japonica) and lobster (Hommarus americanus). After extracting food samples with 20% trichloroacetic acid and McIlvaine buffer, they were purified by a $C_18$ SPE cartridge with 0.01M methanolic oxalic acid solution. The concentrated residue was re-dissolved in methanol, filtered, cleaned up and analyzed on a $C_18$ column. The mobile phase was a mixture of 0.01M oxalic acid and acetonitrile with a gradient ratio from 85:15 to 60:40. The UV wavelength was 365 nm. The overall recoveries were ranged from 71% to 98% and the limit of detections were 0.022 for CTC, 0.012 for DC and OTC and 0.009 mg/kg for TC at signal/noise > 3, respectively. As results, CTC, DC and TC were not detected in all selected food samples, however, OTC was detected in meat and fishes. The determined level of OTC was 0.04 ppm for pork, 0.17 ppm for flatfish and 0.05 and 0.08 ppm for jacopever, that were within the Maximum Residue Limits (MRLs) in the food.

A Study on Microprocessor-Based 3-Phase VVVF Inverter (마이크로 프로세서를 사용한 3상 VVVF 인버터에 관한 연구)

  • 한상수;김재호;최우승
    • Journal of the Korean Institute of Telematics and Electronics
    • /
    • v.27 no.6
    • /
    • pp.879-885
    • /
    • 1990
  • The geometrical algorithm for generating a 3-phase SPWM signal for VVVF (Variable Voltage, Variable Frequency) inverter drives is proposed. In this techniques, it is suitable for micro-processor based implementation since the pulsewiths are computable in real time from simple analytic expressions. System hardware consists of the inverter circuit and the 3-phase SPWM signal generating circuit. The inverter circuit is a 3-phase SPWM signal generating circuit is single board micro-processor consisting of Z-80A CPU, EPROMXI, CTC, PIO. The method of controlling VVVF at the inverter output is discussed here.

  • PDF