의과대학 - 의과대학

  • 교수
  • 정명진
    Lab 의료인공지능연구실

관심분야

의료영상AI, 진단 방사선 물리 (CT, DR), 의료IT

학력

  • 1992 서울대학교 의과대학 졸업
  • 1997 서울대학교 의과대학 대학원 석사학위 취득
  • 2003 서울대학교 의과대학 대학원 박사학위 취득 (방사선과학)

약력/경력

  • 2003 ~ 현재 성균관대학교 의과대학 삼성서울병원 영상의과학 교수
  • 2012 ~ 2013 성균관대학교 의과대학 학생부학장보
  • 2013 ~ 2014 미국 Duke University 방문교수 (흉부영상의학, 의용영상처리)
  • 2014 ~ 2015 성균관대학교 의과대학 기획실장
  • 2018 ~ 현재 성균관대학교 의과대학 중장기발전추진위원회 위원장
  • 2017 ~ 2019 삼성서울병원 미래의학연구원 영상인공지능연구실 랩장
  • 2019 ~ 현재 삼성서울병원 미래의학연구원 AI연구센터 센터장

학술지 논문

  • (2021)  Diagnostic performance of digital tomosynthesis to evaluate silicone airway stents and related complications.  JOURNAL OF THORACIC DISEASE.  13,  10
  • (2021)  A fully automated analytic system for measuring endolymphatic hydrops ratios in patients with Ménière disease via magnetic resonance imaging: Deep learning model development study.  JOURNAL OF MEDICAL INTERNET RESEARCH.  23,  9
  • (2021)  Prediction of risk factors for pharyngo-cutaneous fistula after total laryngectomy using artificial intelligence.  ORAL ONCOLOGY.  119, 
  • (2021)  Automatic stenosis recognition from coronary angiography using convolutional neural networks.  COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE.  198, 
  • (2021)  One-Class Classifier for Chest X-ray Anomaly Detection via Contrastive Patch-based Percentile.  IEEE ACCESS.  9, 
  • (2020)  Establishment of a Nationwide Korean Imaging Cohort of Coronavirus Disease 2019.  JOURNAL OF KOREAN MEDICAL SCIENCE.  35,  46
  • (2020)  Computer-aided recognition of myopic tilted optic disc using deep learning algorithms in fundus photography.  BMC OPHTHALMOLOGY.  20,  1
  • (2020)  Imaging findings in coronavirus infections: SARS-CoV, MERS-CoV, and SARS-CoV-2.  BRITISH JOURNAL OF RADIOLOGY.  93,  1112
  • (2020)  Risk prediction platform for pancreatic fistula after pancreatoduodenectomy using artificial intelligence.  WORLD JOURNAL OF GASTROENTEROLOGY.  26,  30
  • (2020)  Automated measurement of hydrops ratio from MRI in patients with Meniere's disease using CNN-based segmentation.  SCIENTIFIC REPORTS.  10,  1
  • (2020)  Surgically Resected Esophageal Squamous Cell Carcinoma: Patient Survival and Clinicopathological Prognostic Factors.  SCIENTIFIC REPORTS.  10,  1
  • (2020)  Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs.  RADIOLOGY.  294,  1
  • (2019)  Management of incidental pulmonary nodules: current strategies and future perspectives.  EXPERT REVIEW OF RESPIRATORY MEDICINE.  14,  2
  • (2019)  Clarification of glycosylphosphatidylinositol anchorage of OTOANCORIN and human OTOA variants associated with deafness.  HUMAN MUTATION.  40,  5
  • (2019)  Computed tomographic findings of macrolide-resistant Mycobacterium massiliense pulmonary disease and changes after antibiotic treatment.  MEDICINE.  98,  36
  • (2019)  Long-term natural history of non-cavitary nodular bronchiectatic nontuberculous mycobacterial pulmonary disease.  RESPIRATORY MEDICINE.  151,  -
  • (2019)  Transthoracic Rebiopsy for Mutation Analysis in Lung Adenocarcinoma: Outcomes and Risk Factors for the Acquisition of Nondiagnostic Specimens in 199 Patients.  CLINICAL LUNG CANCER.  20,  3
  • (2019)  Resected Pure Small Cell Lung Carcinomas and Combined Small Cell Lung Carcinomas: Histopathology Features, Imaging Features, and Prognoses.  AMERICAN JOURNAL OF ROENTGENOLOGY.  212,  4
  • (2019)  Performance of Deep Learning Model in Detecting Operable Lung Cancer With Chest Radiographs.  JOURNAL OF THORACIC IMAGING.  34,  2
  • (2019)  Solitary Nodular Invasive Mucinous Adenocarcinoma of the Lung: Imaging Diagnosis Using the Morphologic-Metabolic Dissociation Sign.  KOREAN JOURNAL OF RADIOLOGY.  20,  3

특허/프로그램

  • 엑스선 영상 장치 및 엑스선 영상 생성 방법.  10-2012-0098185.  20141219.  대한민국
  • 엑스선 영상 장치 및 그 제어방법.  10-2012-0066427.  20140812.  대한민국

수상/공훈

  • 장관 표창 / 2000 보건복지부
  • 우수 업적 교수상 / 2011 삼성서울병원

학술회의논문

  • (2019)  Predictive value of chest CT for axillary lymph nodes metastasis in patients with breast cancer.  대한영상의학회 학술대회.  대한민국
  • (2015)  The Usefulness of Low Dose Digital Tomosynthesis for the Evaluation of Major Airway Stenosis and Luminal Diameter Measurement.  RSNA 2015.  미국
  • (2011)  Digital Tomosynthesis in Chest Imaging.  RSNA 2011.  미국
  • (2011)  Tomosnthesis of the Thorax:Influence of Respiratory Motion Artifact on Lung Nodule Detection.  RSNA 2011.  미국
  • (2011)  Dose Efficiency of Digital Radiography: Different Respnse to Tube Voltage Variation between Different Scintillator Types.  RSNA 2011.  미국
  • (2010)  Ultra-Low-Dose CT of the Lung with Radiography-comparable Dose: Efficacy for Lung Nodule Detection with Use of Adaptive Statistical Iterative Reconstruction (ASIR).  RSNA 2010.  미국
  • (2010)  Adaptive Statistical Iterative Reconstruction (ASIR) Driven Chest CT: Influence on the Evaluation of Ground Glass Opacity Nodules Compared with Filtered Back Projection (FBP) Driven Images.  RSNA 2010.  미국
  • (2010)  Additional Hard Metal Filter and Tube Voltage Modulation: Optimization of Exposure Condition for Digital Radiography of Chest.  RSNA 2010.  미국
  • (2010)  Digital Tomosynthesis and Small Lung Nodule Detection: Efficacy of Thickness Equalization Filter.  RSNA 2010.  미국
  • (2010)  Small Lung Nodule Size Measurement with Digital Tomosynthesis: Accuracy in Clinical Conditions.  RSNA 2010.  미국
  • (2010)  RIIS (Radiation Information Interface System): PACS Driven Radiation Dose Monitoring System in Diagnostic Radiology.  RSNA 2010.  미국
  • (2010)  ASIR for CT Dose Reduction: Is It Useful also on Chest Evaluation?.  RSNA 2010.  미국
  • (2010)  "Are Those Really the Same Stage?":Persistent Dilemmas and Controversies of the Revised TNM Staging of Non-Small Cell Lung Cancer and Answers Based on Tertiary Hospital Experience.  The Korean Society of Radiology.  대한민국
  • (2010)  Detectio and Response Evaluatio of Bone Metastases Using Various Imaging Modalities in Non-Small Cell Lung Cancer: the Untrod Road.  The Korean Society of Radiology.  대한민국
  • (2010)  Localization of Pulmonary Nodules for Video-Assisted Thoracoscopic Surgical Resection:What Do Thoracic Surgeons Want to Know and How Should We Radiologists Do It?.  The Korean Society of Radiology.  대한민국
  • (2008)  Cystic lung lesions at HRCT in adults: Integrated approach for differential diagnosis.  Radiological Society of North America.  미국
  • (2008)  Imaging findings of pulmonary hypertension.  Radiological Society of North America.  미국
  • (2008)  Mediastinal nodes in patients with non-small cell lung cancer: CT, PET, MR imaging, and pathologic correlations.  12th Asian Oceanian Congress of Radiology.  대한민국
  • (2007)  Computer-aided detection of lung nodules in low dose chest CT: Influence of image reconstruction kernel for CAD performance.  Radiological Society of North America.  미국
  • (2007)  Emphysema quantification using low-dose screening chest CT: value in estimating pulmonary function.  Radiological Society of North America.  미국

전시/발표회

  • (2011)  LL-CHE4639: Percutaneous Core Needle Biopsy for Lung Cancer in the Molecular Profiling and Targeted Therapy Era:Why, When, and How?.  미국,