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Proceedings of the Critical Assessment of Massive Data Analysis (CAMDA) Satellite Meeting to ISMB 2017

Guest Editors: Joaquin Dopazo, David P Kreil, and Paweł P Łabaj

Articles will be added to the series throughout the year.

  1. Neuroblastoma is one of the most common types of pediatric cancer. In current neuroblastoma prognosis, patients can be stratified into high- and low-risk groups. Generally, more than 90% of the patients in the...

    Authors: Yatong Han, Xiufen Ye, Chao Wang, Yusong Liu, Siyuan Zhang, Weixing Feng, Kun Huang and Jie Zhang
    Citation: Biology Direct 2019 14:16
    Content type: Research Published on:

  2. More than 90% of neuroblastoma patients are cured in the low-risk group while only less than 50% for those with high-risk disease can be cured. Since the high-risk patients still have poor outcomes, we need mo...

    Authors: Yatong Han, Xiufen Ye, Jun Cheng, Siyuan Zhang, Weixing Feng, Zhi Han, Jie Zhang and Kun Huang
    Citation: Biology Direct 2019 14:4
    Content type: Research Published on:

  4. Modern experimental techniques deliver data sets containing profiles of tens of thousands of potential molecular and genetic markers that can be used to improve medical diagnostics. Previous studies performed ...

    Authors: Aneta Polewko-Klim, Wojciech Lesiński, Krzysztof Mnich, Radosław Piliszek and Witold R. Rudnicki
    Citation: Biology Direct 2018 13:17
    Content type: Research Published on:

  5. Despite the progress in neuroblastoma therapies the mortality of high-risk patients is still high (40–50%) and the molecular basis of the disease remains poorly known. Recently, a mathematical model was used t...

    Authors: Marta R. Hidalgo, Alicia Amadoz, Cankut Çubuk, José Carbonell-Caballero and Joaquín Dopazo
    Citation: Biology Direct 2018 13:16
    Content type: Research Published on:

  6. Many methods have been developed for metagenomic sequence classification, and most of them depend heavily on genome sequences of the known organisms. A large portion of sequencing sequences may be classified a...

    Authors: Yuyang Qiao, Ben Jia, Zhiqiang Hu, Chen Sun, Yijin Xiang and Chaochun Wei
    Citation: Biology Direct 2018 13:15
    Content type: Research Published on:

  7. Neuroblastoma is the most common pediatric malignancy with heterogeneous clinical behaviors, ranging from spontaneous regression to aggressive progression. Many studies have identified aberrations related to t...

    Authors: Chen Suo, Wenjiang Deng, Trung Nghia Vu, Mingrui Li, Leming Shi and Yudi Pawitan
    Citation: Biology Direct 2018 13:14
    Content type: Research Published on:

  8. One of the main current challenges in computational biology is to make sense of the huge amounts of multidimensional experimental data that are being produced. For instance, large cohorts of patients are often...

    Authors: Léon-Charles Tranchevent, Petr V. Nazarov, Tony Kaoma, Georges P. Schmartz, Arnaud Muller, Sang-Yoon Kim, Jagath C. Rajapakse and Francisco Azuaje
    Citation: Biology Direct 2018 13:12
    Content type: Research Published on:

  11. The microbial communities populating human and natural environments have been extensively characterized with shotgun metagenomics, which provides an in-depth representation of the microbial diversity within a ...

    Authors: Moreno Zolfo, Francesco Asnicar, Paolo Manghi, Edoardo Pasolli, Adrian Tett and Nicola Segata
    Citation: Biology Direct 2018 13:9
    Content type: Research Published on:

  12. There are numerous computational tools for taxonomic or functional analysis of microbiome samples, optimized to run on hundreds of millions of short, high quality sequencing reads. Programs such as MEGAN allow...

    Authors: Daniel H. Huson, Benjamin Albrecht, Caner Bağcı, Irina Bessarab, Anna Górska, Dino Jolic and Rohan B. H. Williams
    Citation: Biology Direct 2018 13:6
    Content type: Research Published on:

  13. High-throughput methodologies such as microarrays and next-generation sequencing are routinely used in cancer research, generating complex data at different omics layers. The effective integration of omics data c...

    Authors: Margherita Francescatto, Marco Chierici, Setareh Rezvan Dezfooli, Alessandro Zandonà, Giuseppe Jurman and Cesare Furlanello
    Citation: Biology Direct 2018 13:5
    Content type: Research Published on:

  14. The experience with running various types of classification on the CAMDA neuroblastoma dataset have led us to the conclusion that the results are not always obvious and may differ depending on type of analysis...

    Authors: Anna Leśniewska, Joanna Zyprych-Walczak, Alicja Szabelska-Beręsewicz and Michal J. Okoniewski
    Citation: Biology Direct 2018 13:3
    Content type: Research Published on: