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

Paola

Understood you have priorities. Good luck with meeting those deadlines

Give a key aspect is planning a change to BIAS - and you have stated there
is more to be done on that - we will continue to lookout for US conference
opportunities

carl
It was a pleasure to clarify


On Wed, Jul 8, 2020 at 6:12 PM Paola Di Maio <paoladimaio10@gmail.com>
wrote:

> 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
>>>>
>>>