MACHINE LEARNING-BASED CYTOLOGICAL ANALYSIS OF CEREBROSPINAL FLUID IN MEDULLOBLASTOMA

被引:0
|
作者
Maack, Lennart [1 ]
Kresbach, Catena [2 ]
Neumann, Julia [2 ]
Tischendorf, Jacqueline [2 ,3 ]
Wefers, Annika [2 ]
Seegerer, Philipp [4 ]
Schueller, Ulrich [2 ,3 ]
Schlaefer, Alexander [1 ]
Bockmayr, Michael [2 ,3 ]
机构
[1] Hamburg Univ Technol, Hamburg, Germany
[2] Univ Med Ctr Hamburg Eppendorf, Hamburg, Germany
[3] Childrens Canc Ctr Hamburg, Res Inst, Hamburg, Germany
[4] Aignostics GmbH, Berlin, Germany
关键词
D O I
10.1093/neuonc/noae064.708
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
PATH-05
引用
收藏
页数:1
相关论文
共 50 条
  • [1] An Analysis of Machine Learning-Based Semantic Matchmaking
    Karabulut, Erkan
    Sofia, Rute C. C.
    [J]. IEEE ACCESS, 2023, 11 : 27829 - 27842
  • [2] Machine learning-based analysis of historical towers
    Dabiri, Hamed
    Clementi, Jessica
    Marini, Roberta
    Mugnozza, Gabriele Scarascia
    Bozzano, Francesca
    Mazzanti, Paolo
    [J]. ENGINEERING STRUCTURES, 2024, 304
  • [3] CYTOLOGICAL EXAMINATION OF CEREBROSPINAL FLUID
    KLINE, TS
    [J]. CANCER, 1962, 15 (03) : 591 - &
  • [4] Interpretable Machine Learning-Based Prediction of Intraoperative Cerebrospinal Fluid Leakage in Endoscopic Transsphenoidal Pituitary Surgery: A Pilot Study
    Mattogno, Pier Paolo
    Caccavella, Valerio M.
    Giordano, Martina
    D'Alessandris, Quintino G.
    Chiloiro, Sabrina
    Tariciotti, Leonardo
    Olivi, Alessandro
    Lauretti, Liverana
    [J]. JOURNAL OF NEUROLOGICAL SURGERY PART B-SKULL BASE, 2022, 83 (05) : 485 - 495
  • [5] An interpretable machine learning-based cerebrospinal fluid proteomics clock for predicting age reveals novel insights into brain aging
    Melendez, Justin
    Sung, Yun Ju
    Orr, Miranda
    Yoo, Andrew
    Schindler, Suzanne
    Cruchaga, Carlos
    Bateman, Randall
    [J]. AGING CELL, 2024,
  • [6] Machine learning to optimize cerebrospinal fluid dilution for analysis of MRZH reaction
    Turcic, Ana
    Stajduhar, Andrija
    Vogrinc, Zeljka
    Zaninovic, Ljiljana
    Rogic, Dunja
    [J]. CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2024, 62 (03) : 436 - 441
  • [7] A machine learning-based comparative analysis of surrogate models for design optimisation in computational fluid dynamics
    Mukhtar, Azfarizal
    Yasir, Ahmad Shah Hizam Md
    Nasir, Mohamad Fariz Mohamed
    [J]. HELIYON, 2023, 9 (08)
  • [8] Development of Machine Learning-Based Predictor Algorithm for Conversion of an Ommaya Reservoir to a Permanent Cerebrospinal Fluid Shunt in Preterm Posthemorrhagic Hydrocephalus
    Saez-Alegre, Miguel
    Martin, Rocio
    Palpan, Alexis
    Carceller, Fernando
    Saez-Alegre, Jesus
    Servera, Guillermo
    Bauer, Rudolf
    Feijoo, Pablo Garcia
    Saceda, Javier
    [J]. WORLD NEUROSURGERY, 2022, 162 : E264 - E272
  • [9] Cerebrospinal fluid liquid biopsies for medulloblastoma
    Joan Seoane
    Laura Escudero
    [J]. Nature Reviews Clinical Oncology, 2022, 19 : 73 - 74
  • [10] Cerebrospinal fluid liquid biopsies for medulloblastoma
    Seoane, Joan
    Escudero, Laura
    [J]. NATURE REVIEWS CLINICAL ONCOLOGY, 2022, 19 (02) : 73 - 74