UNSUPERVISED CLUSTERING OF MORPHOLOGY PATTERNS ON WHOLE SLIDE IMAGES GUIDE PROGNOSTIC STRATIFICATION OF GLIOBLASTOMA PATIENTS

被引:1
|
作者
Baheti, B. [1 ,2 ,3 ]
Innani, S. [1 ,2 ,3 ]
Nasrallah, M. P. [1 ,2 ,3 ]
Bakas, S. [1 ,2 ,4 ]
机构
[1] Univ Penn, Ctr Artificial Intelligence & Data Sci Integrated, Philadelphia, PA 19104 USA
[2] Univ Penn, Ctr Biomed Image Comp & Analyt, Philadelphia, PA 19104 USA
[3] Univ Penn, Perelman Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
[4] Univ Penn, Dept Radiol, Perelman Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
关键词
D O I
10.1093/neuonc/noad137.043
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
OS03.6.A
引用
收藏
页码:15 / 15
页数:1
相关论文
共 50 条
  • [41] Informatics framework for clustering and deriving gene signatures for prognostic stratification of cancer patients
    Jung, Segun
    Bi, Yingtao
    Davuluri, Ramana V.
    CANCER RESEARCH, 2015, 75
  • [42] Informatics framework for clustering and deriving gene signatures for prognostic stratification of cancer patients
    Jung, Segun
    Bi, Yingtao
    Davuluri, Ramana V.
    CANCER RESEARCH, 2015, 75 (22)
  • [43] UNSUPERVISED MACHINE LEARNING CLUSTERING FOR STRATIFICATION OF CARDIAC RISK IN PATIENTS WITH EXERCISE ECHOCARDIOGRAPHY NEGATIVE FOR ISCHEMIA
    Omar, Alaa Mabrouk Salem
    Ramirez, Roberto
    Haddadin, Faris
    Sabharwal, Basera
    Khandaker, Mariam
    Patel, Yash
    Argulian, Edgar
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2019, 73 (09) : 110 - 110
  • [44] Local Binary Patterns and Unser Texture Descriptions to the Fold Detection on the Whole Slide Images of Meningiomas and Oligodendrogliomas
    Swiderska-Chadaj, Z.
    Markiewicz, T.
    Grala, B.
    Slodkowska, J.
    XIV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING 2016, 2016, 57 : 388 - 392
  • [45] Comprehensive Collection of Whole-Slide Images and Genomic Profiles for Patients with Bladder Cancer
    Xu, Pei-Hang
    Li, Tianqi
    Qu, Fengmei
    Tian, Mingkang
    Wang, Jun
    Gan, Hualei
    Ye, Dingwei
    Ren, Fei
    Shen, Yijun
    SCIENTIFIC DATA, 2024, 11 (01)
  • [46] Prognostic Gene Expression Profiling in Lung Adenocarcinoma Using Deep Learning Applied to Whole-Slide Images
    Murchan, P.
    Baird, A. -M.
    Broin, P. O.
    Sheils, O.
    Finn, S.
    JOURNAL OF THORACIC ONCOLOGY, 2024, 19 (10) : S164 - S164
  • [47] Melanoma detection in whole-slide images using a convolutional neural network for objective prognostic biomarker generation
    Clarke, Emily L.
    Magee, Derek
    Newton-Bishop, Julia
    Merchant, William
    Hall, Marlous
    Insall, Robert
    Maher, Nigel G.
    Scolyer, Richard A.
    Farnworth, Grace
    Ali, Anisah
    Saldanha, Gerald
    Bamford, Mark
    Sitcova, Eva
    Kujal, Petr
    O'Shea, Sally
    Treanor, Darren
    BRITISH JOURNAL OF DERMATOLOGY, 2024, 191 : I108 - I108
  • [48] Tumor Budding Score Is a Strong and Independent Prognostic Factor in Patients With Pancreatic Ductal Adenocarcinoma: An Evaluation of Whole Slide Pathology Images of Large Sections
    Jiang, Hui
    Yang, Yelin
    Qian, Yuping
    Shao, Chengwei
    Lu, Jianping
    Bian, Yun
    Zheng, Jianming
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [49] Determination of biologic and prognostic feature scores from whole slide histology images using deep learning.
    Eminaga, Okyaz
    Abbas, Mahmoud
    Semjonow, Axel
    Brooks, James D.
    Rubin, Daniel
    JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [50] Development of Automated Risk Stratification for Sporadic Odontogenic Keratocyst Whole Slide Images with an Attention-Based Image Sequence Analyzer
    Mohanty, Samahit
    Shivanna, Divya B.
    Rao, Roopa S.
    Astekar, Madhusudan
    Chandrashekar, Chetana
    Radhakrishnan, Raghu
    Sanjeevareddygari, Shylaja
    Kotrashetti, Vijayalakshmi
    Kumar, Prashant
    DIAGNOSTICS, 2023, 13 (23)