Computer-aided automated diminutive colonic polyp detection in colonoscopy by using deep machine learning system; first indigenous algorithm developed in India

被引:0
作者
Srijan Mazumdar
Saugata Sinha
Saurabh Jha
Balaji Jagtap
机构
[1] Indian Institute of Liver and Digestive Sciences,
[2] Visvesvaraya National Institute of Technology,undefined
来源
Indian Journal of Gastroenterology | 2023年 / 42卷
关键词
Artificial intelligence; Automated polyp detection; Colonoscopy; Colon polyps; Deep learning; Diminutive polyps; High-definition colonoscopy; Inter-compatible software; Machine learning; Real-life software application;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:226 / 232
页数:6
相关论文
共 50 条
[21]   Can a Novel Deep Neural Network Improve the Computer-Aided Detection of Solid Pulmonary Nodules and the Rate of False-Positive Findings in Comparison to an Established Machine Learning Computer-Aided Detection? [J].
Perl, Regine Mariette ;
Grimmer, Rainer ;
Hepp, Tobias ;
Horger, Marius Stefan .
INVESTIGATIVE RADIOLOGY, 2021, 56 (02) :103-108
[22]   Computer-Aided Diagnosis Model Using Machine Learning for Brain Tumor Detection and Classification [J].
Uvaneshwari M. ;
Baskar M. .
Computer Systems Science and Engineering, 2023, 46 (02) :1811-1826
[23]   Deep Learning-Based Computer-Aided Detection System for Automated Treatment Response Assessment of Brain Metastases on 3D MRI [J].
Cho, Jungheum ;
Kim, Young Jae ;
Sunwoo, Leonard ;
Lee, Gi Pyo ;
Nguyen, Toan Quang ;
Cho, Se Jin ;
Baik, Sung Hyun ;
Bae, Yun Jung ;
Choi, Byung Se ;
Jung, Cheolkyu ;
Sohn, Chul-Ho ;
Han, Jung-Ho ;
Kim, Chae-Yong ;
Kim, Kwang Gi ;
Kim, Jae Hyoung .
FRONTIERS IN ONCOLOGY, 2021, 11
[24]   A Survey on Machine Learning and Deep Learning-based Computer-Aided Methods for Detection of Polyps in CT Colonography [J].
Hegde, Niharika ;
Shishir, M. ;
Shashank, S. ;
Dayananda, P. ;
Latte, Mrityunjaya, V .
CURRENT MEDICAL IMAGING, 2021, 17 (01) :3-15
[25]   Examining the effectiveness of a deep learning-based computer-aided breast cancer detection system for breast ultrasound [J].
Tomoyuki Fujioka ;
Kazunori Kubota ;
Jen Feng Hsu ;
Ruey Feng Chang ;
Terumasa Sawada ;
Yoshimi Ide ;
Kanae Taruno ;
Meishi Hankyo ;
Tomoko Kurita ;
Seigo Nakamura ;
Ukihide Tateishi ;
Hiroyuki Takei .
Journal of Medical Ultrasonics, 2023, 50 :511-520
[26]   Examining the effectiveness of a deep learning-based computer-aided breast cancer detection system for breast ultrasound [J].
Fujioka, Tomoyuki ;
Kubota, Kazunori ;
Hsu, Jen Feng ;
Chang, Ruey Feng ;
Sawada, Terumasa ;
Ide, Yoshimi ;
Taruno, Kanae ;
Hankyo, Meishi ;
Kurita, Tomoko ;
Nakamura, Seigo ;
Tateishi, Ukihide ;
Takei, Hiroyuki .
JOURNAL OF MEDICAL ULTRASONICS, 2023, 50 (04) :511-520
[27]   Real-time colorectal polyp detection using a novel computer-aided detection system (CADe): a feasibility study [J].
Soons, E. ;
Rath, T. ;
Hazewinkel, Y. ;
van Dop, W. A. ;
Esposito, D. ;
Testoni, P. A. ;
Siersema, P. D. .
INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2022, 37 (10) :2219-2228
[28]   An Intelligent System on Computer-Aided Diagnosis for Parkinson's Disease with MRI Using Machine Learning [J].
Naren, J. ;
Ramalingam, Praveena ;
Rajeswari, U. Raja ;
Vijayalakshmi, P. ;
Vithya, G. .
BIOLOGICALLY INSPIRED TECHNIQUES IN MANY-CRITERIA DECISION MAKING, 2020, 10 :159-165
[29]   Application of deep learning-based computer-aided detection system: detecting pneumothorax on chest radiograph after biopsy [J].
Park, Sohee ;
Lee, Sang Min ;
Kim, Namkug ;
Choe, Jooae ;
Cho, Yongwon ;
Do, Kyung-Hyun ;
Seo, Joon Beom .
EUROPEAN RADIOLOGY, 2019, 29 (10) :5341-5348
[30]   A Cloud-based Architecture for Automated Grading of Computer-Aided Design Student Work Using Deep Learning [J].
Khaleel, Maysa Faroun ;
Abu Sharkh, Mohamed ;
Kalil, Mohamad .
2020 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2020,