12 results on '"Schneider MV"'
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2. Bioinformatics: scalability, capabilities and training in the data-driven era.
- Author
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Schneider MV
- Subjects
- Humans, Research Personnel education, Computational Biology education
- Published
- 2019
- Full Text
- View/download PDF
3. A new pan-European Train-the-Trainer programme for bioinformatics: pilot results on feasibility, utility and sustainability of learning.
- Author
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Via A, Attwood TK, Fernandes PL, Morgan SL, Schneider MV, Palagi PM, Rustici G, and Tractenberg RE
- Subjects
- Curriculum, Feasibility Studies, Humans, Pilot Projects, Biological Science Disciplines education, Biomedical Research, Computational Biology education, Data Curation methods, Education, Continuing
- Abstract
Demand for training life scientists in bioinformatics methods, tools and resources and computational approaches is urgent and growing. To meet this demand, new trainers must be prepared with effective teaching practices for delivering short hands-on training sessions-a specific type of education that is not typically part of professional preparation of life scientists in many countries. A new Train-the-Trainer (TtT) programme was created by adapting existing models, using input from experienced trainers and experts in bioinformatics, and from educational and cognitive sciences. This programme was piloted across Europe from May 2016 to January 2017. Preparation included drafting the training materials, organizing sessions to pilot them and studying this paradigm for its potential to support the development and delivery of future bioinformatics training by participants. Seven pilot TtT sessions were carried out, and this manuscript describes the results of the pilot year. Lessons learned include (i) support is required for logistics, so that new instructors can focus on their teaching; (ii) institutions must provide incentives to include training opportunities for those who want/need to become new or better instructors; (iii) formal evaluation of the TtT materials is now a priority; (iv) a strategy is needed to recruit, train and certify new instructor trainers (faculty); and (v) future evaluations must assess utility. Additionally, defining a flexible but rigorous and reliable process of TtT 'certification' may incentivize participants and will be considered in future., (© The Author 2017. Published by Oxford University Press.)
- Published
- 2019
- Full Text
- View/download PDF
4. Establishing a distributed national research infrastructure providing bioinformatics support to life science researchers in Australia.
- Author
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Schneider MV, Griffin PC, Tyagi S, Flannery M, Dayalan S, Gladman S, Watson-Haigh N, Bayer PE, Charleston M, Cooke I, Cook R, Edwards RJ, Edwards D, Gorse D, McConville M, Powell D, Wilkins MR, and Lonie A
- Subjects
- Australia, Humans, Biological Science Disciplines, Biomedical Research, Computational Biology education, Computational Biology methods, Data Curation methods
- Abstract
EMBL Australia Bioinformatics Resource (EMBL-ABR) is a developing national research infrastructure, providing bioinformatics resources and support to life science and biomedical researchers in Australia. EMBL-ABR comprises 10 geographically distributed national nodes with one coordinating hub, with current funding provided through Bioplatforms Australia and the University of Melbourne for its initial 2-year development phase. The EMBL-ABR mission is to: (1) increase Australia's capacity in bioinformatics and data sciences; (2) contribute to the development of training in bioinformatics skills; (3) showcase Australian data sets at an international level and (4) enable engagement in international programs. The activities of EMBL-ABR are focussed in six key areas, aligning with comparable international initiatives such as ELIXIR, CyVerse and NIH Commons. These key areas-Tools, Data, Standards, Platforms, Compute and Training-are described in this article., (© The Author 2017. Published by Oxford University Press.)
- Published
- 2019
- Full Text
- View/download PDF
5. A global perspective on evolving bioinformatics and data science training needs.
- Author
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Attwood TK, Blackford S, Brazas MD, Davies A, and Schneider MV
- Subjects
- Humans, Surveys and Questionnaires, Biological Science Disciplines education, Biomedical Research, Computational Biology education, Computational Biology methods, Data Curation methods, Data Science education
- Abstract
Bioinformatics is now intrinsic to life science research, but the past decade has witnessed a continuing deficiency in this essential expertise. Basic data stewardship is still taught relatively rarely in life science education programmes, creating a chasm between theory and practice, and fuelling demand for bioinformatics training across all educational levels and career roles. Concerned by this, surveys have been conducted in recent years to monitor bioinformatics and computational training needs worldwide. This article briefly reviews the principal findings of a number of these studies. We see that there is still a strong appetite for short courses to improve expertise and confidence in data analysis and interpretation; strikingly, however, the most urgent appeal is for bioinformatics to be woven into the fabric of life science degree programmes. Satisfying the relentless training needs of current and future generations of life scientists will require a concerted response from stakeholders across the globe, who need to deliver sustainable solutions capable of both transforming education curricula and cultivating a new cadre of trainer scientists., (© The Author 2017. Published by Oxford University Press.)
- Published
- 2019
- Full Text
- View/download PDF
6. Best practices in bioinformatics training for life scientists.
- Author
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Via A, Blicher T, Bongcam-Rudloff E, Brazas MD, Brooksbank C, Budd A, De Las Rivas J, Dreyer J, Fernandes PL, van Gelder C, Jacob J, Jimenez RC, Loveland J, Moran F, Mulder N, Nyrönen T, Rother K, Schneider MV, and Attwood TK
- Subjects
- Curriculum, Data Mining, Database Management Systems, Programming Languages, Software Design, Teaching, Biological Science Disciplines education, Computational Biology education
- Abstract
The mountains of data thrusting from the new landscape of modern high-throughput biology are irrevocably changing biomedical research and creating a near-insatiable demand for training in data management and manipulation and data mining and analysis. Among life scientists, from clinicians to environmental researchers, a common theme is the need not just to use, and gain familiarity with, bioinformatics tools and resources but also to understand their underlying fundamental theoretical and practical concepts. Providing bioinformatics training to empower life scientists to handle and analyse their data efficiently, and progress their research, is a challenge across the globe. Delivering good training goes beyond traditional lectures and resource-centric demos, using interactivity, problem-solving exercises and cooperative learning to substantially enhance training quality and learning outcomes. In this context, this article discusses various pragmatic criteria for identifying training needs and learning objectives, for selecting suitable trainees and trainers, for developing and maintaining training skills and evaluating training quality. Adherence to these criteria may help not only to guide course organizers and trainers on the path towards bioinformatics training excellence but, importantly, also to improve the training experience for life scientists.
- Published
- 2013
- Full Text
- View/download PDF
7. The NGS WikiBook: a dynamic collaborative online training effort with long-term sustainability.
- Author
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Li JW, Bolser D, Manske M, Giorgi FM, Vyahhi N, Usadel B, Clavijo BJ, Chan TF, Wong N, Zerbino D, and Schneider MV
- Subjects
- Cooperative Behavior, Internet, Teaching, Computational Biology education, Computer-Assisted Instruction methods, High-Throughput Nucleotide Sequencing statistics & numerical data
- Abstract
Next-generation sequencing (NGS) is increasingly being adopted as the backbone of biomedical research. With the commercialization of various affordable desktop sequencers, NGS will be reached by increasing numbers of cellular and molecular biologists, necessitating community consensus on bioinformatics protocols to tackle the exponential increase in quantity of sequence data. The current resources for NGS informatics are extremely fragmented. Finding a centralized synthesis is difficult. A multitude of tools exist for NGS data analysis; however, none of these satisfies all possible uses and needs. This gap in functionality could be filled by integrating different methods in customized pipelines, an approach helped by the open-source nature of many NGS programmes. Drawing from community spirit and with the use of the Wikipedia framework, we have initiated a collaborative NGS resource: The NGS WikiBook. We have collected a sufficient amount of text to incentivize a broader community to contribute to it. Users can search, browse, edit and create new content, so as to facilitate self-learning and feedback to the community. The overall structure and style for this dynamic material is designed for the bench biologists and non-bioinformaticians. The flexibility of online material allows the readers to ignore details in a first read, yet have immediate access to the information they need. Each chapter comes with practical exercises so readers may familiarize themselves with each step. The NGS WikiBook aims to create a collective laboratory book and protocol that explains the key concepts and describes best practices in this fast-evolving field.
- Published
- 2013
- Full Text
- View/download PDF
8. International, interdisciplinary, multi-level bioinformatics training and education.
- Author
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Schneider MV and Jungck JR
- Subjects
- Computational Biology trends, Curriculum trends, Interdisciplinary Communication, Internationality, Computational Biology education
- Published
- 2013
- Full Text
- View/download PDF
9. Next-generation sequencing: a challenge to meet the increasing demand for training workshops in Australia.
- Author
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Watson-Haigh NS, Shang CA, Haimel M, Kostadima M, Loos R, Deshpande N, Duesing K, Li X, McGrath A, McWilliam S, Michnowicz S, Moolhuijzen P, Quenette S, Revote JN, Tyagi S, and Schneider MV
- Subjects
- Australia, Computer-Assisted Instruction methods, Cooperative Behavior, Curriculum, Teaching, Computational Biology education, High-Throughput Nucleotide Sequencing statistics & numerical data
- Abstract
The widespread adoption of high-throughput next-generation sequencing (NGS) technology among the Australian life science research community is highlighting an urgent need to up-skill biologists in tools required for handling and analysing their NGS data. There is currently a shortage of cutting-edge bioinformatics training courses in Australia as a consequence of a scarcity of skilled trainers with time and funding to develop and deliver training courses. To address this, a consortium of Australian research organizations, including Bioplatforms Australia, the Commonwealth Scientific and Industrial Research Organisation and the Australian Bioinformatics Network, have been collaborating with EMBL-EBI training team. A group of Australian bioinformaticians attended the train-the-trainer workshop to improve training skills in developing and delivering bioinformatics workshop curriculum. A 2-day NGS workshop was jointly developed to provide hands-on knowledge and understanding of typical NGS data analysis workflows. The road show-style workshop was successfully delivered at five geographically distant venues in Australia using the newly established Australian NeCTAR Research Cloud. We highlight the challenges we had to overcome at different stages from design to delivery, including the establishment of an Australian bioinformatics training network and the computing infrastructure and resource development. A virtual machine image, workshop materials and scripts for configuring a machine with workshop contents have all been made available under a Creative Commons Attribution 3.0 Unported License. This means participants continue to have convenient access to an environment they had become familiar and bioinformatics trainers are able to access and reuse these resources.
- Published
- 2013
- Full Text
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10. Bioinformatics Training Network (BTN): a community resource for bioinformatics trainers.
- Author
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Schneider MV, Walter P, Blatter MC, Watson J, Brazas MD, Rother K, Budd A, Via A, van Gelder CW, Jacob J, Fernandes P, Nyrönen TH, De Las Rivas J, Blicher T, Jimenez RC, Loveland J, McDowall J, Jones P, Vaughan BW, Lopez R, Attwood TK, and Brooksbank C
- Subjects
- Community Networks, Humans, Research Personnel education, Computational Biology education
- Abstract
Funding bodies are increasingly recognizing the need to provide graduates and researchers with access to short intensive courses in a variety of disciplines, in order both to improve the general skills base and to provide solid foundations on which researchers may build their careers. In response to the development of 'high-throughput biology', the need for training in the field of bioinformatics, in particular, is seeing a resurgence: it has been defined as a key priority by many Institutions and research programmes and is now an important component of many grant proposals. Nevertheless, when it comes to planning and preparing to meet such training needs, tension arises between the reward structures that predominate in the scientific community which compel individuals to publish or perish, and the time that must be devoted to the design, delivery and maintenance of high-quality training materials. Conversely, there is much relevant teaching material and training expertise available worldwide that, were it properly organized, could be exploited by anyone who needs to provide training or needs to set up a new course. To do this, however, the materials would have to be centralized in a database and clearly tagged in relation to target audiences, learning objectives, etc. Ideally, they would also be peer reviewed, and easily and efficiently accessible for downloading. Here, we present the Bioinformatics Training Network (BTN), a new enterprise that has been initiated to address these needs and review it, respectively, to similar initiatives and collections.
- Published
- 2012
- Full Text
- View/download PDF
11. Bioinformatics training: selecting an appropriate learning content management system--an example from the European Bioinformatics Institute.
- Author
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Wright VA, Vaughan BW, Laurent T, Lopez R, Brooksbank C, and Schneider MV
- Subjects
- Computational Biology methods, Databases, Nucleic Acid, Databases, Protein, Internet, Computational Biology education, Curriculum
- Abstract
Today's molecular life scientists are well educated in the emerging experimental tools of their trade, but when it comes to training on the myriad of resources and tools for dealing with biological data, a less ideal situation emerges. Often bioinformatics users receive no formal training on how to make the most of the bioinformatics resources and tools available in the public domain. The European Bioinformatics Institute, which is part of the European Molecular Biology Laboratory (EMBL-EBI), holds the world's most comprehensive collection of molecular data, and training the research community to exploit this information is embedded in the EBI's mission. We have evaluated eLearning, in parallel with face-to-face courses, as a means of training users of our data resources and tools. We anticipate that eLearning will become an increasingly important vehicle for delivering training to our growing user base, so we have undertaken an extensive review of Learning Content Management Systems (LCMSs). Here, we describe the process that we used, which considered the requirements of trainees, trainers and systems administrators, as well as taking into account our organizational values and needs. This review describes the literature survey, user discussions and scripted platform testing that we performed to narrow down our choice of platform from 36 to a single platform. We hope that it will serve as guidance for others who are seeking to incorporate eLearning into their bioinformatics training programmes.
- Published
- 2010
- Full Text
- View/download PDF
12. Bioinformatics training: a review of challenges, actions and support requirements.
- Author
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Schneider MV, Watson J, Attwood T, Rother K, Budd A, McDowall J, Via A, Fernandes P, Nyronen T, Blicher T, Jones P, Blatter MC, De Las Rivas J, Judge DP, van der Gool W, and Brooksbank C
- Subjects
- Research education, Teaching methods, Computational Biology education
- Abstract
As bioinformatics becomes increasingly central to research in the molecular life sciences, the need to train non-bioinformaticians to make the most of bioinformatics resources is growing. Here, we review the key challenges and pitfalls to providing effective training for users of bioinformatics services, and discuss successful training strategies shared by a diverse set of bioinformatics trainers. We also identify steps that trainers in bioinformatics could take together to advance the state of the art in current training practices. The ideas presented in this article derive from the first Trainer Networking Session held under the auspices of the EU-funded SLING Integrating Activity, which took place in November 2009.
- Published
- 2010
- Full Text
- View/download PDF
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