• 제목/요약/키워드: Digital Pathology

검색결과 124건 처리시간 0.027초

Application of Artificial Intelligence-based Digital Pathology in Biomedical Research

  • Jin Seok Kang
    • 대한의생명과학회지
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    • 제29권2호
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    • pp.53-57
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    • 2023
  • The main objective of pathologists is to achieve accurate lesion diagnoses, which has become increasingly challenging due to the growing number of pathological slides that need to be examined. However, using digital technology has made it easier to complete this task compared to older methods. Digital pathology is a specialized field that manages data from digitized specimen slides, utilizing image processing technology to automate and improve analysis. It aims to enhance the precision, reproducibility, and standardization of pathology-based researches, preclinical, and clinical trials through the sophisticated techniques it employs. The advent of whole slide imaging (WSI) technology is revolutionizing the pathology field by replacing glass slides as the primary method of pathology evaluation. Image processing technology that utilizes WSI is being implemented to automate and enhance analysis. Artificial intelligence (AI) algorithms are being developed to assist pathologic diagnosis and detection and segmentation of specific objects. Application of AI-based digital pathology in biomedical researches is classified into four areas: diagnosis and rapid peer review, quantification, prognosis prediction, and education. AI-based digital pathology can result in a higher accuracy rate for lesion diagnosis than using either a pathologist or AI alone. Combining AI with pathologists can enhance and standardize pathology-based investigations, reducing the time and cost required for pathologists to screen tissue slides for abnormalities. And AI-based digital pathology can identify and quantify structures in tissues. Lastly, it can help predict and monitor disease progression and response to therapy, contributing to personalized medicine.

A Review of Assistive Listening Device and Digital Wireless Technology for Hearing Instruments

  • Kim, Jin Sook;Kim, Chun Hyeok
    • 대한청각학회지
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    • 제18권3호
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    • pp.105-111
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    • 2014
  • Assistive listening devices (ALDs) refer to various types of amplification equipment designed to improve the communication of individuals with hard of hearing to enhance the accessibility to speech signal when individual hearing instruments are not sufficient. There are many types of ALDs to overcome a triangle of speech to noise ratio (SNR) problems, noise, distance, and reverberation. ALDs vary in their internal electronic mechanisms ranging from simple hard-wire microphone-amplifier units to more sophisticated broadcasting systems. They usually use microphones to capture an audio source and broadcast it wirelessly over a frequency modulation (FM), infra-red, induction loop, or other transmission techniques. The seven types of ALDs are introduced including hardwire devices, FM sound system, infra-red sound system, induction loop system, telephone listening devices, television, and alert/alarm system. Further development of digital wireless technology in hearing instruments will make possible direct communication with ALDs without any accessories in the near future. There are two technology solutions for digital wireless hearing instruments improving SNR and convenience. One is near-field magnetic induction combined with Bluetooth radio frequency (RF) transmission or proprietary RF transmission and the other is proprietary RF transmission alone. Recently launched digital wireless hearing aid applying this new technology can communicate from the hearing instrument to personal computer, phones, Wi-Fi, alert systems, and ALDs via iPhone, iPad, and iPod. However, it comes with its own iOS application offering a range of features but there is no option for Android users as of this moment.

차세대 디지털 병리를 위한 Label Free 디지털염색 알고리즘 비교 연구 (The Novel Label Free Staining Algorithm in Digital Pathology)

  • 황석민;정연우;김동범;이승아;조남훈;이종하
    • 융합신호처리학회논문지
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    • 제24권1호
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    • pp.76-81
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    • 2023
  • 암세포와 정상세포를 구분하기 위해서는 H&E(Hematoxylin&Eosin) 염색이 필요하다. 병리 염색은 많은 비용과 시간이 필요하다. 최근 이러한 비용과 시간을 줄이고자 디지털 염색 방법이 소개되고 있다. 본 연구에서는 병리 H&E 염색의 디지털 변환 방법에 대한 새로운 알고리즘을 제안한다. 첫 번째 알고리즘은 Pair방법이다. 본 방법은 FPM(Fourier Ptychographic Microscopy)으로 촬영된 염색된 Phase 영상과 염색되지 않은 Amplitude 영상을 학습하여 염색된 Amplitude 영상으로 변환한다. 두 번째 알고리즘은 Unpair방법이다. 본 방법은 염색된 형광현미경 영상과 염색되지 않은 형광현미경 영상을 학습하여 모델링하여 디지털 염색을 수행한다. 본 연구에서는 GAN(generative Adversarial Network)를 활용하여 디지털 염색을 진행하였다. 연구 결과 Pair방법과 Unpair방법 모두 우수한 성능의 디지털 염색 결과를 확보하였다.

형태 계측학적 분석과 $ThinPrep^{(R)}$ 액상 소변세포검사를 이용한 악성 요로상피 세포 검출 (Detecting Malignant Urothelial Cells by Morphometric Analysis of $ThinPrep^{(R)}$ Liquid-based Urine Cytology Specimens)

  • 신봉경;이영석;정회선;이상호;김현철;김애리;김인선;김한겸
    • 대한세포병리학회지
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    • 제19권2호
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    • pp.136-143
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    • 2008
  • Urothelial carcinoma accounts for 90% of all the cases of bladder cancer. Although many cases can be easily managed by local excision, urothelial carcinoma rather frequently recurs, tends to progress to muscle invasion, and requires regular follow-ups. Urine cytology is a main approach for the follow-up of bladder tumors. It is noninvasive, but it has low sensitivity of around 50% with using the conventional cytospin preparation. Liquid-based cytology (LBC) has been developed as a replacement for the conventional technique. We compared the cytomorphometric parameters of $ThinPrep^{(R)}$ and cytospin preparation urine cytology to see whether there are definite differences between the two methods and which technique allows malignant cells to be more effectively discriminated from benign cells. The nuclear-to-cytoplasmic ratio value, as measured by digital image analysis, was efficient for differentiating malignant and benign urothelial cells, and this was irrespective of the preparation method and the tumor grade. Neither the $ThinPrep^{(R)}$ nor the conventional preparation cytology was definitely superior for distinguishing malignant cells from benign cells by cytomorphometric analysis of the adequately preserved cells. However, the $ThinPrep^{(R)}$ preparation showed significant advantages when considering the better preservation and cellularity with a clear background.

Assessment of dental age estimation using dentinal translucency in ground sections of single rooted teeth: a digital image analysis

  • Abelene Maria Durand;Madhu Narayan;Raghavendhar Karthik;Rajkumar Krishnan;Narasimhan Srinivasan;Dinesh Kumar
    • Anatomy and Cell Biology
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    • 제57권2호
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    • pp.271-277
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    • 2024
  • Human dentition is unique to individuals and helps in identification of individuals in forensic odontology. This study proposes to study the manually ground sections of single rooted teeth using digital methods for dental age estimation. To assess the dentinal translucency from the scanned digital images of manually ground section of teeth using commercially available image edition software. Corroborating the root dentinal translucency length and region of interest (ROI) of translucency zone in pixels (as a marker of dental age) with the chronological age of the subject, as stratified by different age groups. Twenty single-rooted extracted teeth from 20 patients each from 6 groups divided as per age. Manual sectioning of the teeth followed by scanning the sections was done. Root area in pixels and ROI of translucency zone were measured. From the observed values, translucency length percentage (TLP) and percentage of ROI in pixels (TPP) was calculated and tabulated. Pearson's correlation coefficients were obtained for age with TLP and TPP. Positive correlation existed between age and TLP and also between age and TPP. With the obtained data, multilinear regression equations for specific age groups based on 10-year intervals were derived. By a step-down analysis method, age was estimated with an average error of around ±7.9 years. This study gives a novel method for age-estimation that can be applied in real-time forensic sciences.

Development of the Droplet Digital PCR Method for the Detection and Quantification of Erwinia pyrifoliae

  • Lin, He;Seong Hwan, Kim;Jun Myoung, Yu
    • The Plant Pathology Journal
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    • 제39권1호
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    • pp.141-148
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    • 2023
  • Black shoot blight disease caused by Erwinia pyrifoliae has serious impacts on quality and yield in pear production in Korea; therefore, rapid and accurate methods for its detection are needed. However, traditional detection methods require a great deal of time and fail to achieve absolute quantification. In the present study, we developed a droplet digital polymerase chain reaction (ddPCR) method for the detection and absolute quantification of E. pyrifoliae using a pair of species-specific primers. The detection range was 103-107 copies/ml (DNA templates) and cfu/ml (cell culture templates). This new method exhibited good linearity and repeatability and was validated by absolute quantification of E. pyrifoliae DNA copies from samples of artificially inoculated immature pear fruits. Here, we present the first study of ddPCR assay for the detection and quantification of E. pyrifoliae. This method has potential applications in epidemiology and for the early prediction of black shoot blight outbreaks.

Image quality assessment of pre-processed and post-processed digital panoramic radiographs in paediatric patients with mixed dentition

  • Suryani, Isti Rahayu;Villegas, Natalia Salvo;Shujaat, Sohaib;De Grauwe, Annelore;Azhari, Azhari;Sitam, Suhardjo;Jacobs, Reinhilde
    • Imaging Science in Dentistry
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    • 제48권4호
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    • pp.261-268
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    • 2018
  • Purpose: To determine the impact of an image processing technique on diagnostic accuracy of digital panoramic radiographs for the assessment of anatomical structures in paediatric patients with mixed dentition. Materials and Methods: The study consisted of 50 digital panoramic radiographs of children aged from 6 to 12 years, which were later on processed using a dedicated image processing method. A modified clinical image quality evaluation chart was used to evaluate the diagnostic accuracy of anatomical structures in maxillary and mandibular anterior and maxillary premolar region of processed images. Results: A statistically significant difference was observed between pre and post-processed evaluation of anatomical structures(P<0.05) in the maxillary and mandibular anterior region. The anterior region was found to be more accurate in post-processed images. No significant difference was observed in the maxillary premolar region (P>0.05). The Inter-observer and intra-observer reliability of both pre and post processed images were excellent (>0.82) for anterior region and good (>0.63) for premolar region. Conclusion: The application of image processing technique in digital panoramic radiography can be considered a reliable method for improving the quality of anatomical structures in paediatric patients with mixed dentition.

위증(療證)으로 진단한 하지마비 환자의 치험 1례 (Clinical Observation on 1 Case of Both Leg Paralysis Patient Diagnosed Wei Symptom)

  • 위통순
    • 동의생리병리학회지
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    • 제20권3호
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    • pp.748-752
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    • 2006
  • Wei symptom(?證) is symptom that reveals muscle relaxation without contraction and muscle relaxation occurs in the lower or upper limb, in severe case, leads to death. This is the clinical report about the Wei symptom(?證)-patient doubt as Transverse Myelitis and Conversion Disorder. The patient was treated by acupuncture, moxibustion, herb medication(十全大補湯), electriccal stimulation theraphy, Bee Venom acupuncture, and had significant improvement in Wei symptom(?證). these results suggest the surface temperature differ remarkably from before being treated. The temperature is measured by using Digital Infrared Thermal Imaging(DITI). The results suggest that oriental medicare is an effective treatment for Wei symptom. We expected that therapeutic value of treatment of both leg Paralysis in the oriental medicine will be higher if more clinical studies and researches are accomplished.

종양환자의 설 색상 특성에 관한 정량적 연구 (Color Characteristic on Tongue Image of Malignant Neoplasm Patients)

  • 어윤혜;김지은;유화승;박경모
    • 동의생리병리학회지
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    • 제19권5호
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    • pp.1437-1442
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    • 2005
  • Tongue Diagnosis is the important traditional oriental medical diagnosis method that observes not only the general physiological state but also some kinds of disease. However, manual tongue diagnosis is much influenced by surrounding illumination. Therefore, Digital Tongue Inspection System(DigiTis) is needed for the quantification of objective tongue information, In this research, Tongue images of 98 malignant Neoplasm patients and 34 normal persons were collected by Digital Tongue Inspection System. Statistical analysis of tongue images and patient data indicates that cancer group has more blue-purple components in tongue body(舌質) and yellow components in tongue coating than normal group. Also, there are a lot of rose-pink components in the cancer group of second stage and blue-purple components in the cancer group of third or fourth stage. Our study shows that tongue image is a useful index for distinction between disease and health. Furthermore we need more extended research through the additional sampling and various disease.