• Title/Summary/Keyword: oncologic applications

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Radiomics and Deep Learning from Research to Clinical Workflow: Neuro-Oncologic Imaging

  • Ji Eun Park;Philipp Kickingereder;Ho Sung Kim
    • Korean Journal of Radiology
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    • v.21 no.10
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    • pp.1126-1137
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    • 2020
  • Imaging plays a key role in the management of brain tumors, including the diagnosis, prognosis, and treatment response assessment. Radiomics and deep learning approaches, along with various advanced physiologic imaging parameters, hold great potential for aiding radiological assessments in neuro-oncology. The ongoing development of new technology needs to be validated in clinical trials and incorporated into the clinical workflow. However, none of the potential neuro-oncological applications for radiomics and deep learning has yet been realized in clinical practice. In this review, we summarize the current applications of radiomics and deep learning in neuro-oncology and discuss challenges in relation to evidence-based medicine and reporting guidelines, as well as potential applications in clinical workflows and routine clinical practice.

Gamma Camera Based FDG PET in Oncology

  • Park, Chan-Hui
    • 대한핵의학회:학술대회논문집
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    • 2002.05a
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    • pp.45-53
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    • 2002
  • Positron Emission Tomography(PET) was introduced as a research tool in the 1970s and it took about 20 years before PET became an useful clinical imaging modality. In the USA, insurance coverage for PET procedures in the 1990s was the turning point, I believe, for this progress. Initially PET was used in neurology but recently more than 80% of PET procedures are in oncological applications. I firmly believe, in the 21st century, one can not manage cancer patients properly without PET and PET is very important medical imaging modality in basic and clinical sciences. PET is grouped into 2 categories : conventional(c) and gamma camera $based_{(CB)}$ PET. $_{CB}PET$ is more readily available utilizing dual-head gamma cameras and commercially available FDG to many medical centers at low cost to patients. In fact there are more $_{CB}PET$ in operation than cPET in the USA. $_{CB}PET$ is inferior to cPET in its performance but clinical studies in oncology is feasible without expensive infrastructures such as staffing, rooms and equipments. At Ajou university Hospital, CBPET was installed in late 1997 for the first time in Korea as well as in Asia and the system has been used successfully and effectively in oncological applications. Ours was the fourth PET operation in Korea and I believe this may have been instrumental for other institutions got interested in clinical PET. The fellowing is a brief description of our clinical experience of FDG CBPET in oncology.

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Clinical Efficacy and Possible Applications of Genomics in Lung Cancer

  • Alharbi, Khalid Khalaf
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.5
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    • pp.1693-1698
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    • 2015
  • The heterogeneous nature of lung cancer has become increasingly apparent since introduction of molecular classification. In general, advanced lung cancer is an aggressive malignancy with a poor prognosis. Activating alterations in several potential driver oncogenic genes have been identified, including EGFR, ROS1 and ALK and understanding of their molecular mechanisms underlying development, progression, and survival of lung cancer has led to the design of personalized treatments that have produced superior clinical outcomes in tumours harbouring these mutations. In light of the tsunami of new biomarkers and targeted agents, next generation sequencing testing strategies will be more appropriate in identifying the patients for each therapy and enabling personalized patients care. The challenge now is how best to interpret the results of these genomic tests, in the context of other clinical data, to optimize treatment choices. In genomic era of cancer treatment, the traditional one-size-fits-all paradigm is being replaced with more effective, personalized oncologic care. This review provides an overview of lung cancer genomics and personalized treatment.

Research Progress of CXCR4-Targeting Radioligands for Oncologic Imaging

  • Yanzhi Wang;Feng Gao
    • Korean Journal of Radiology
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    • v.24 no.9
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    • pp.871-889
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    • 2023
  • C-X-C motif chemokine receptor 4 (CXCR4) plays a key role in various physiological functions, such as immune processes and disease development, and can influence angiogenesis, proliferation, and distant metastasis in tumors. Recently, several radioligands, including peptides, small molecules, and nanoclusters, have been developed to target CXCR4 for diagnostic purposes, thereby providing new diagnostic strategies based on CXCR4. Herein, we focus on the recent research progress of CXCR4-targeting radioligands for tumor diagnosis. We discuss their application in the diagnosis of hematological tumors, such as lymphomas, multiple myelomas, chronic lymphocytic leukemias, and myeloproliferative tumors, as well as nonhematological tumors, including tumors of the esophagus, breast, and central nervous system. Additionally, we explored the theranostic applications of CXCR4-targeting radioligands in tumors. Targeting CXCR4 using nuclear medicine shows promise as a method for tumor diagnosis, and further research is warranted to enhance its clinical applicability.

Microsurgical Free-tissue Transfer in Super-Elderly Patients with Cancer: Outcomes and an Interview Study of Patients and Their Caregivers (초고령 암환자에서 미세수술적 유리피판: 결과 및 환자, 보호자 인터뷰)

  • Go, Ju Young;Mun, Goo-Hyun
    • Archives of Reconstructive Microsurgery
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    • v.21 no.2
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    • pp.97-105
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    • 2012
  • Background: Increasing numbers of super-elderly patients (>80 years old) with cancer now require microvascular-free tissue transfer. The objectives of this study were to evaluate potential applications of microvascular tissue transfer in this patient population, and post-surgical changes in quality of life. Methods: The records of cancer patients 80 years or older who had undergone microsurgical tissue transfer were retrospectively reviewed. Structured interviews were conducted with patients and family caregivers after surgery, and the patients' quality of life was qualitatively assessed. Results: The study cohort consisted of seven patients with a mean age 87.6 years (range, 81 to 95). Wound and medically-related complications were minimal. During the patient interviews, eight of the nine respondents reported remarkable improvements in quality of life following surgery and expressed a high level of satisfaction with their surgical results. Conclusions: Our study showed that microsurgical reconstruction performed in super-elderly patient not only appropriately repairs post-oncologic defects but also significantly improves the patients' quality of life.

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The Pros and Cons of Computer-Aided Surgery for Segmental Mandibular Reconstruction after Oncological Surgery

  • Han, Hyun Ho;Kim, Hak Young;Lee, Jun Yong
    • Archives of Craniofacial Surgery
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    • v.18 no.3
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    • pp.149-154
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    • 2017
  • Computer-aided surgery (CAS) started being used for head and neck reconstruction in the late 2000s. Its use represented a paradigm shift, changing the concept of head and neck reconstruction as well as mandible reconstruction. Reconstruction using CAS proceeds through 4 phases: planning, modeling, surgery, and evaluation. Thus, it can overcome a number of trial-and-error issues which may occur in the operative field and reduce surgical time. However, if it is used for oncologic surgery, it is difficult to evaluate tumor margins during tumor surgery, thereby restricting pre-surgical planning. Therefore, it is dangerous to predetermine the resection margins during the presurgical phase and the variability of the resection margins must be taken into consideration. However, it allows for the preparation of a prebending plate and planning of an osteotomy site before an operation, which are of great help. If the current problems are resolved, its applications can be greatly extended.

RECONSTRUCTION OF ANTERIOR TEMPORAL DEPRESSION AFTER THE CORONAL APPROACH (Coronal approach 시행 후 발생한 측두부 함몰의 재건)

  • Kim, Il-Kyu;Ryu, Seong-Hyun;Kim, Jae-Woo;Kim, Dong-Soo;Choi, Jin-Ho
    • Maxillofacial Plastic and Reconstructive Surgery
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    • v.27 no.2
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    • pp.183-187
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    • 2005
  • The coronal approach has been used for over a century by neurosurgeons to access to the anterior cranium. Indications for the coronal approach expanded from use in the correction of congenital skeletal anomalies to applications in acute maxillofacial trauma and secondary deformity correction, oncologic surgery and reconstruction, and esthetic surgery. Complications were such as injury to frontal branch of the facial nerve, motor nerve paralysis, hematoma under flap, trismus, ptosis, epiphora, infection and anterior temporal depression. $Medpor^{(R)}$ is made up of dense polyethylene connected in porous structures. It is easily shapable without collapsing the pores due to it's hardness and tissue growth takes place at the porosities. Based on these advantages, $Medpor^{(R)}$ has been used in augmentation and restoration in craniofacial defect. A temporal depression after the coronal approach for treatment of Le Fort III fracture was successfully reconstruction with $Medpor^{(R)}$ and we report this case with review of literature.

Determination of Tumor Volume in PET for the Radiation Treatment Planning: Computer Simulation (방사선치료계획을 위한 PET 종양용적 결정 연구: 컴퓨터 모의실험)

  • Yoon Seok Nam;Joh Chul-Woo;Lee Jae Sung
    • Progress in Medical Physics
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    • v.16 no.4
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    • pp.183-191
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    • 2005
  • The utilization of PET has been increased so fast since the usefulness of the PET has been proved in various clinical and research fields. Among the many applications, the PET Is especially useful in oncology and most of the clinical PET scans are peformed for the oncologic examination Including the different diagnosis of malignant and benign tumors and assessment of the treatment effects and recurrent tumors. As the PET-CT scanners are widely available, there is Increasing interest in the application of the PET Images to the radiation treatment planning. Although the CT images are conventionally used for the target volume determination in the radiation treatment planning, there are fundamental limitation In use of only the anatomical information. Therefore, the volume determination of the functionally active tumor region using the PET would be important for the treatment planning. However, the accurate determination of the tumor boundary is not simple in PET due to the relatively low spatial resolution of the currently available PET scanners. In this study, computer simulations were peformed to study the relationship between the lesion size, PET resolution, lesion to background ratio and the threshold of Image Intensity to determine the true tumor volume.

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