• 제목/요약/키워드: Pathological diagnosis

검색결과 614건 처리시간 0.037초

후두음성 질환에 대한 인공지능 연구 (Artificial Intelligence for Clinical Research in Voice Disease)

  • 석준걸;권택균
    • 대한후두음성언어의학회지
    • /
    • 제33권3호
    • /
    • pp.142-155
    • /
    • 2022
  • Diagnosis using voice is non-invasive and can be implemented through various voice recording devices; therefore, it can be used as a screening or diagnostic assistant tool for laryngeal voice disease to help clinicians. The development of artificial intelligence algorithms, such as machine learning, led by the latest deep learning technology, began with a binary classification that distinguishes normal and pathological voices; consequently, it has contributed in improving the accuracy of multi-classification to classify various types of pathological voices. However, no conclusions that can be applied in the clinical field have yet been achieved. Most studies on pathological speech classification using speech have used the continuous short vowel /ah/, which is relatively easier than using continuous or running speech. However, continuous speech has the potential to derive more accurate results as additional information can be obtained from the change in the voice signal over time. In this review, explanations of terms related to artificial intelligence research, and the latest trends in machine learning and deep learning algorithms are reviewed; furthermore, the latest research results and limitations are introduced to provide future directions for researchers.

홀스타인 젖소의 우상피부염 (dermatitis verrucosa) 의 병리조직 (Histopathology of dermatitis verrucosa in holstein dairy cattle)

  • 진영화;김재훈;정순욱;윤석정;최상호
    • 한국수의병리학회지
    • /
    • 제3권1호
    • /
    • pp.65-68
    • /
    • 1999
  • Clinically, three holstein dairy cattle showed the inappetence and decrease of milk production with severe lameness and pain. Grossly, strawberry-like proliferation of the skin between the heel bulbs were observed 4${\times}$5${\times}$1.5cm in size. Histopathologically, severe hyperplasia of epidermis, parakeratotic hyperkeratosis and multifocal ulceration of cornified cell layer, acanthosis, spongiosis of prickle cell layer and irregular arrangement of basal cell layer were seen. And focally observed the lesions of necrotic vasculitis, infiltration of inflammatory cells, congestion and hemorrhage. Spirochete bacteria were found in necrotic and outer proliferated epidermal cells by Levaditi's silver stain. Clinical and pathological findings were consistent with dermatitis verrucosa.

  • PDF

Cerebellar Schistosomiasis: A Case Report with Clinical Analysis

  • Wan, Heng;Lei, Ding;Mao, Qing
    • Parasites, Hosts and Diseases
    • /
    • 제47권1호
    • /
    • pp.53-56
    • /
    • 2009
  • The authors report here a rare case of cerebellar schistosomiasis identified by pathological diagnosis, lacking extracranial involvement. The clinical symptoms included headache, dizziness, and nausea. Studies in blood were normal and no parasite eggs were detected in stool. Computed tomography of brains showed hypodense signal, and magnetic resonance imaging showed isointense signal on T1-weighted images, hyperintense signal on T2-weighted images, and intensely enhancing nodules in the right cerebellum after intravenous administration of gadolinium. A high-grade glioma was suspected, and an operation was performed. The pathologic examination of the biopsy specimen revealed schistosomal granulomas scattered within the parenchyma of the cerebellum. The definitive diagnosis was cerebellar schistosomiasis japonica. A standard use of praziquantel and corticosteroid drugs was applied, and the prognosis was good. When the pattern of imaging examinations is present as mentioned above, a diagnosis of brain schistosomiasis should be considered.

전신형태 진단과 변증시치의 연계를 위한 엽계의 형태체질론 연구 (Study on the Seop-Gye's constitution theory for the connection with 'the differentiation of syndromes' and the general body form diagnosis)

  • 김경철;이용태;신순식
    • 동의생리병리학회지
    • /
    • 제18권1호
    • /
    • pp.22-27
    • /
    • 2004
  • Seop-Gye divided up the constitution's strength and weakness, and so he cured disease by the 'cold and heat'. 'deficiency and excessiveness' means on the basis of the YINㆍYANG of constitution. He classified constitution with pathogenesis grounding in body formal distinction, flesh hardness and softness, face color and form, skin color. Therefore he grasped the rule of constitution connected with physiological function and pathological distinction, applied the rule of constitution in the diagnosis and cure of the chronic & epidemic febrile disease.

척수내 결핵종 - 증 례 보 고 - (Intramedullary Tuberculoma of the Spinal Cord - Case Report -)

  • 김상우;김성민;심영보;최선길
    • Journal of Korean Neurosurgical Society
    • /
    • 제30권sup2호
    • /
    • pp.344-347
    • /
    • 2001
  • Intramedullary spinal tuberculoma is a rare form of central nervous system tuberculosis. The authors presented a case of 41 years old male with intramedullary and intradural extramedullary tuberculoma of the thoracic spinal cord without systemic involvement. The preoperative diagnosis was a metastatic cancer. Subtotal removal of intradural extramedullary and intramedullary mass was performed and pathological diagnosis was tuberculosis granuloma. We suggest that Intramedullary spinal tuberculoma must be considered in the differential diagnosis of the spinal cord compressive lesions in our country.

  • PDF

User Interface Application for Cancer Classification using Histopathology Images

  • Naeem, Tayyaba;Qamar, Shamweel;Park, Peom
    • 시스템엔지니어링학술지
    • /
    • 제17권2호
    • /
    • pp.91-97
    • /
    • 2021
  • User interface for cancer classification system is a software application with clinician's friendly tools and functions to diagnose cancer from pathology images. Pathology evolved from manual diagnosis to computer-aided diagnosis with the help of Artificial Intelligence tools and algorithms. In this paper, we explained each block of the project life cycle for the implementation of automated breast cancer classification software using AI and machine learning algorithms to classify normal and invasive breast histology images. The system was designed to help the pathologists in an automatic and efficient diagnosis of breast cancer. To design the classification model, Hematoxylin and Eosin (H&E) stained breast histology images were obtained from the ICIAR Breast Cancer challenge. These images are stain normalized to minimize the error that can occur during model training due to pathological stains. The normalized dataset was fed into the ResNet-34 for the classification of normal and invasive breast cancer images. ResNet-34 gave 94% accuracy, 93% F Score, 95% of model Recall, and 91% precision.

Oral spindle cell/sclerosing rhabdomyosarcoma on mandible with anaplastic lymphoma kinase expression mimicking inflammatory myofibroblastic tumor

  • Joo Young Lee;Wonae Lee;Moon-Young Kim
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
    • /
    • 제49권2호
    • /
    • pp.96-99
    • /
    • 2023
  • Oral spindle cell/sclerosing rhabdomyosarcoma (SCRMS) with anaplastic lymphoma kinase (ALK) expression is extremely rare, and its diagnosis is very challenging in the absence of clinical or pathological indicators. This case presented with gingival swelling and alveolar bone resorption and was suspected clinically to be periodontitis. A biopsy was performed and, due to immunoreactivity with ALK, the patient was misdiagnosed with inflammatory myofibroblastic tumor. However, based on the combined histological and immunohistochemical features, a revised diagnosis of SCRMS with ALK expression was finally concluded. We believe that this report makes a significant contribution to the precise diagnosis of this rare disease for proper treatment.

8체질의학에서 목$\cdot$$\cdot$$\cdot$수 4체질군의 임상적 특징에 대한 연구 (A Study on the Clinical Characteristics of 4-Constitution Groups in 8-Constitution Medicine)

  • 이상범;최경미;박영재;박영배
    • 대한한의학회지
    • /
    • 제26권3호
    • /
    • pp.80-97
    • /
    • 2005
  • Backgrounds : In recent years there has teen renewed interest in the importance of 8-constitution medicine as evidenced by growth of research in this field. Although diagnosis by 8-constitution depends on pulse types, it still is subjective and thus could be insignificant. Therefore, diagnosis based on objective characteristics is essential. Objectives : The purpose of this study was to find objective characteristics of the 4-constitution groups {木(Mok; hepatonia, cholecystonia), {土(To; pancreotonia, gastrotonia), {金(Gum; pulmotonia, colonotonia), {水(Soo; renotonia, vesicotonia)} in 8-constitution for further diagnosis and therapy. Also, some significant clinical tendencies of 4-constitution groups were studied. Methods : From Nov. 2001 to Apr. 2004, data were collected through a questionnaire given to 720 patients who were classified into one of 8 constitutions according to their pulse types and their responses to constitution-based acupuncture therapy. The questionnaire was composed of 80 items which were about personality, physical shape, habit, physiological and pathological symptoms, response to drugs, favorites and responses to various foods. The data were statistically analyzed by cross-tabulation and one-way analysis of variance, and SPSS V10.0.7PC was used. Results : The results are summarized as follows: 1) Among participants, proportions of hepatotonia, pancreotonia, and cholecystotonia were higher than those of vesicotonia, pulmotonia, colonotonia, renotonia, grstrotonia. 2) 52 items of 80 variances showed significant differences by gender, 3) 13 items were highly correlated with 4-constitution groups in males, and 26 items in fremales. 4) 22 items showed significant group differences among 4-constitution groups in males, and 41 items in females. Also, for each item 4-constitution groups were sorted according to their means, so that the constitutional tendencies were objectively figured out by personality, shape, habit, physiological and pathological symptoms, response to drugs, favorites and responses to foods. Conclusions : Most clinical characteristics of 4-constitution groups found in this study coincided with those from the previous ones in this fold. Thus, classifying patients into one of the 4-constitution groups based on significant objective characteristics is of great benefit to diagnosis and therapy. further study should be followed to improve proper therapy for each constitution.

  • PDF

정위적 뇌생검의 임상분석 (Clinical Analysis of Stereotactic Biopsy in Brain Lesions)

  • 김영욱;김재휴;서승권;이정길;김태선;정신;김수한;강삼석;이제혁
    • Journal of Korean Neurosurgical Society
    • /
    • 제29권1호
    • /
    • pp.15-22
    • /
    • 2000
  • Objective : This study was undertaken to evaluate the benefits and risks of the stereotactic biopsy in brain lesions. We assessed the diagnostic accuracy and morbidity rate associated with the stereotactic biopsy. Methods : The authors present a review of 47 patients, who underwent stereotactic biopsy using Cosman-Roberts-Wells(CRW) stereotactic apparatus during last six years. Results : Target locations were supratentorial in 36 cases, infratentorial in 9 and multiple in 2. According to pathological diagnosis, the largest group was neoplasm(29) followed by infection(9), infarction(2), cyst(2), and non-specific(5). Definitive diagnosis could be made in 42 of 47 cases(89.4%). When the mass lesion had been suspected as neoplastic condition, the diagnostic rate was 96.7%(29/30). It was being much higher than that of non-neoplastic lesion, 76.5%(13/17). The treatment modality was changed in 15 cases(32%) because the result of stereotactic biopsy was different from clinical diagnosis. Subsequent craniotomy after stereotactic biopsy was then performed in 6 cases, and the pathological diagnoses were precisely coincident in all of these cases. There were two complications(4.3%) : One intratumoral hemorrhage in glioblastoma and a transient hemiparesis in benign astrocytoma. There was no mortality in this series. Conclusion : The precise histological verification is crucial to determine the adequate treatment modality in intracranial lesions. Stereotactic biopsy is a safe and accurate diagnostic procedure for intracranial lesions with a low complication rate.

  • PDF

엄지 두덩 덩이로 발생한 근육내 신경섬유종 (An Intramuscular Neurofibroma Presenting as a Thenar Mass)

  • 강문석;최환준;남승민;이형교
    • Archives of Plastic Surgery
    • /
    • 제38권1호
    • /
    • pp.109-112
    • /
    • 2011
  • Purpose: Neurofibromas may present as multiple or solitary lesions. Although there is no predilection site for solitary lesions, they are rare on the hand. In addition, solitary intramuscular neurofibromas are a very rare pathological type. Here, we report a rare solitary intramuscular neurofibroma in the hand. This paper examines the clinical characteristics of intramuscular neurofibroma arising from the lumbricalis in order to enable a correct diagnosis and treatment. Methods: A 32-year-old male presented with a painless mass on the palm. The physical examination revealed a $3{\times}2$ cm protruding mass that was non-tender to palpation. The vascular and sensory examinations were unremarkable, while the motor examination showed mild difficulty with flexion and extension. Magnetic resonance imaging demonstrated an enhancing solid mass between the thenar eminence and second metacarpophalangeal joint. The diagnosis of an intramuscular neurofibroma was confirmed following surgical excision and histological evaluation. Results: The pathological examination was consistent with a neurofibroma, with delicate fascicles and loose fusiform cells in a fibrous stroma, with oval or spindle-shaped nuclei and scant cytoplasm. The background matrix was pale staining and had focal myxoid stroma. There was no significant nuclear pleomorphism and no mitoses. Immunohistochemistry with S-100 was slightly positive. At the 6-month follow-up, motor and sensory function were intact and the range of motion was full. Conclusion: A neurofibroma is a rare tumor of the hand, especially the intramuscular type. Hand surgeons should consider the diagnosis of this tumor based on the examination and imaging.