Re: [one week to the submission deadline] AIdSH: International Workshop on AI-driven Smart Healthcare co-located with GLOBECOM 2020

Carl
Thanks for sharing

I have multiple deadlines and writing papers on topics  I am engaged with
in my work which I need to publish with priority and I am the main author-
straml is not really my topic, although I appreciate its benefits

If you have a draft ready for submission by the deadline, I may be able to
contribute/editing it
However, I am thinking that there are/should be many such conferences in
the US, why dont you go ahead and prepare a paper
have it for submission when the next conference comes up

P




On Wed, Jul 8, 2020 at 10:11 PM carl mattocks <carlmattocks@gmail.com>
wrote:

> Paola
>
> Outline of StratML work  packaged for   'Explainable AI models for health,
> biology and medicine'   would focus on AI Strategist planned  change for an
> Artificial Intelligence/Machine Learning (AI/ML)-Based Software as a
> Medical Device (SaMD) -
>
> AI Strategist Plan would include change to  (1) Performance . (2)  Inputs
> used by the algorithm . (3)  intended use .
>
>    1. A key  Goal > Objective would address BIAS.
>    2. Another Goal > Objective would focus on  Algorithm Change Protocol
>    3. Additional   Goal > Objective would  evaluate the modifications
>    based on risk to patients
>
>
>
> (2). (3) are  discussed
> https://www.fda.gov/files/medical%20devices/published/US-FDA-Artificial-Intelligence-and-Machine-Learning-Discussion-Paper.pdf
>
>
>   The predetermined change control plan would include the types of
> anticipated modifications – SaMD Pre-Specifications – based on the
> retraining and model update strategy, and the associated methodology –
> Algorithm Change Protocol – being used to implement those changes in a
> controlled manner that manages risks to patients.  ...
> as is : The types of modifications generally fall into three broad
> categories: • Performance – clinical and analytical performance14; • Inputs
> used by the algorithm and their clinical association to the SaMD output;
> and/or • Intended use15 – The intended use of the SaMD, as outlined above
> and in the IMDRF risk categorization framework, described through the
> significance of information provided by the SaMD for the state of the
> healthcare situation or condition.
>
> Carl
> It was a pleasure to clarify
>
>
> On Tue, Jul 7, 2020 at 7:36 PM Paola Di Maio <paola.dimaio@gmail.com>
> wrote:
>
>> Just yesterday I was looking for forthcoming conferences in Taipei - but
>> this one either did not come up, or
>> I didnt see it -overload?
>> Yes, I ll be happy to work on a submission as you suggest,  at the same
>> time I have one or two topics
>> of my own I am working on, assume they accept multiple submissions?
>> Please start drafting the outline of a paper you have in mind and share
>> the draft, if you want we can have a quick call
>> to scope this before we get down to hack it. Thank you
>> PDM
>>
>> On Tue, Jul 7, 2020 at 10:50 PM carl mattocks <carlmattocks@gmail.com>
>> wrote:
>>
>>> paola
>>>
>>> have you considered participating in the AIdSH: International Workshop
>>> on AI-driven Smart Healthcare . held in Taipei, Taiwan 7-11 December 2020?
>>>
>>> Do you think our StratML work may be packaged as   'Explainable AI
>>> models for health, biology and medicine'    ?
>>>
>>>
>>> Carl
>>> It was a pleasure to clarify
>>>
>>>
>>> ---------- Forwarded message ---------
>>> From: <angalletta@ieee.org>
>>> Date: Tue, Jul 7, 2020 at 3:31 AM
>>> Subject: [one week to the submission deadline] AIdSH: International
>>> Workshop on AI-driven Smart Healthcare co-located with GLOBECOM 2020
>>> To: <semantic-web@w3.org>
>>>
>>>
>>> Dear users of Semantic-Web mailing list,
>>> FYI
>>> [Apologies if you receive multiple copies of this CFP]
>>>
>>>
>>> ===========================================================================
>>> AIdSH: International Workshop on AI-driven Smart Healthcare
>>> The conference will be held in Taipei, Taiwan
>>> 7-11 December 2020
>>>
>>> https://globecom2020.ieee-globecom.org/workshop/ws-11-workshop-ai-driven-smart-healthcare-aidsh
>>> in conjunction with the 2020 IEEE Global Communications Conference
>>> (GLOBECOM)
>>>
>>> ===========================================================================
>>>
>>> MISSION:
>>>
>>> ------------------------------------------------------------------------------
>>> Health is one of the major research topics that have been attracting
>>> cross-disciplinary research groups. The deployment of new emerging
>>> technologies for Health, with the gradual integration of Internet of Things
>>> (IoT) and Artificial Intelligence techniques, is attracting the interest of
>>> many researchers. Within this framework, healthcare is becoming a
>>> ubiquitous, complex, sophisticated, efficient and autonomous ecosystem.
>>> The workshop on AI-driven Smart Healthcare (AIdSH) aims at bringing
>>> together researchers from academia, industry, government and medical
>>> centers in order to present the state of the art and discuss the latest
>>> advances in the emerging area of the use of Internet of Things (IoT),
>>> Artificial Intelligence, and Soft Computing techniques, be they black boxes
>>> or explanation-based, to signals, images, and data in the fields of
>>> medicine, healthcare and wellbeing.
>>> An important aspect related to the healthcare systems is the
>>> implementation of apt security measures. About that, one of the latest
>>> trends involves artificial intelligence (AI)-driven technologies that allow
>>> seamless management of heterogeneous data while designing highly decisive
>>> attack patterns to accurately foresee hacker’s behavior. Additionally,
>>> game-theoretic approaches have also surfaced as eminent candidates for
>>> cyber defense to optimally address the complex decision-making problems
>>> AIdSH is expected to cover the whole range of theoretical and practical
>>> aspects, technologies and systems related to the application of artificial
>>> intelligence and soft computing methodologies to issues as machine
>>> learning, deep learning, knowledge discovery, decision support, regression,
>>> forecasting, optimization and feature selection in the healthcare and
>>> wellbeing domain, as well as the application of AI-based cyber security for
>>> smart healthcare ecosystem.
>>> In light of the current pandemic, severely affecting the whole world,
>>> papers focusing on the application of the above ideas to any issue related
>>> to COVID-19 are highly welcome.
>>>
>>>
>>> TOPICS:
>>> ------------------------------------------------------------------------------
>>>
>>> The topics of interest include, but are not limited to, the application
>>> of Internet of Things (IoT), Artificial Intelligence and Soft Computing
>>> methodologies to the areas listed below
>>> Knowledge Management of Health Data;
>>> Data Mining and Knowledge Discovery in Healthcare;
>>> Machine and Deep learning approaches for Health Data;
>>> Explainable AI models for health, biology and medicine;
>>> Decision Support Systems for Healthcare and Wellbeing;
>>> AI for Precision Medicine;
>>> Optimization for Healthcare problems;
>>> Regression and Forecasting for medical and/or biomedical signals;
>>> Healthcare Information Systems;
>>> Wellness Information Systems;
>>> Medical Signal and Image Processing and Techniques;
>>> Medical Expert Systems;
>>> Diagnosis and Therapy Support Systems;
>>> Biomedical Applications;
>>> Applications of AI in Healthcare and Wellbeing Systems;
>>> Machine Learning-based Medical Systems;
>>> Medical Data and Knowledge Bases;
>>> Neural Networks in Medicine;
>>> Ambient Intelligence and Pervasive Computing in Medicine and Healthcare;
>>> AI in genomics;
>>> AI for Healthcare Social Networks;
>>> New framework, algorithms, and protocol designs for AI-based healthcare
>>> Cyber Physical Systems (CPSs);
>>> Case-studies, applications, and prototypes for healthcare cyber security;
>>> Simulation, testing and formal verification of AI-based security
>>> solutions for healthcare;
>>> Machine learning driven IDS/IPS solutions for healthcare CPSs;
>>> Networking and Computing Architecture AI-based healthcare CPSs;
>>> Big data analytic frameworks for AI-powered healthcare CPSs;
>>> Game theory based secure and trustable solutions for healthcare systems;
>>> Cloud/grid/edge computing for healthcare CPSs;
>>> Data-driven optimization of AI-based healthcare networks;
>>> Proactive network monitoring architecture for healthcare CPSs;
>>> Energy-efficient network operations for healthcare CPSs via AI/ML;
>>> Self-Learning and adaptive networking protocols for real-world CPSs;
>>> Exploiting 5G and Beyond for AI-aided healthcare solutions;
>>> Deep and reinforcement learning based security solutions for attack
>>> prediction in CPSs;
>>> AI based security solutions for IMDs, smart sensors, wearables, etc;
>>> Human-machine interaction for healthcare cyber security;
>>> Other standards, policies and regulations for integrating IoT paradigms
>>> in CPSs.
>>>
>>>
>>> PAPER SUBMISSION:
>>> ------------------------------------------------------------------------------
>>>
>>> Manuscripts should describe original work and should be no more than SIX
>>> (6) printed pages (10-point font) and must be written in English. Initial
>>> submissions longer than SIX (6) pages will be rejected without review.
>>> All final submissions of accepted papers must be written in English with
>>> a maximum paper length of six (6) printed pages (10-point font) including
>>> figures. No more than one (1) additional printed page (10-point font) may
>>> be included in final submissions and the extra page (the 7th page) will
>>> incur an over length page charge of US$100. All final papers must be
>>> submitted to the IEEE Conference eXpress website.
>>>
>>> Authors must use the IEEE conference proceedings format obtainable at:
>>> https://www.ieee.org/conferences/publishing/templates.html
>>>
>>> All papers for the AIdSH Workshop should be submitted via EDAS using the
>>> following link: https://edas.info/N27527
>>>
>>> At least one author of each accepted paper is required to register for
>>> the conference and present the paper. Only registered and presented papers
>>> will be published in the conference proceedings. Accepted and presented
>>> papers will be published in the IEEE GLOBECOM 2020 Conference Proceedings
>>> and submitted to IEEE Xplore.
>>>
>>> If you have any questions regarding the submission of manuscripts,
>>> please contact one of the Technical Program Chairs of the Symposia that you
>>> are submitting a paper.
>>>
>>>
>>> JOURNAL SPECIAL ISSUES:
>>> ------------------------------------------------------------------------------
>>>
>>> Authors of selected papers will be invited to submit an extended version
>>> on prestigious international journal special issues that are connected to
>>> AI-driven Smart Healthcare:
>>> IEEE Journal on Biomedical and Health Informatics - ISSN 2073-431X,
>>> Scopus (Elsevier) and Web of Science (Clarivate Analytics), Impact Factor
>>> 4.217 - Special Issue on “Enabling Technologies for Next Generation
>>> Telehealthcare”.
>>> Computers - ISSN 2073-431X, Scopus (Elsevier) and Web of Science
>>> (Clarivate Analytics) indexed - Special Issue on "Artificial Intelligence
>>> for Health". Article Processing Charges (APC) waived for authors.
>>> Human-centric Computing and Information Sciences - ISSN: 2192-1962,
>>> Springer and Web of Science (Clarivate Analytics) indexed, Impact Factor
>>> 3.212.
>>>
>>>
>>> IMPORTANT DATES:
>>> ------------------------------------------------------------------------------
>>>
>>> Submission: 15 July 2020
>>> Notification: 1 September 2020
>>> Camera Ready: 1 October 2020
>>>
>>>
>>> VENUE:
>>> ------------------------------------------------------------------------------
>>>
>>> The conference will be held in Taipei, Taiwan
>>> More info will be available soon on the 2020 IEEE Global Communications
>>> Conference (GLOBECOM)
>>> (https://globecom2020.ieee-globecom.org/)
>>>
>>>
>>> FOR ANY OTHER INFORMATION, PLEASE VISIT
>>>
>>> https://globecom2020.ieee-globecom.org/workshop/ws-11-workshop-ai-driven-smart-healthcare-aidsh
>>> or email us at:
>>> aidsh-2020@googlegroups.com
>>>
>>