Shape In Medical Imaging (workshop in conjunction with MICCAI 2023)

Dear all,
I would like to bring to your attention the ” Shape
in Medical Imaging (ShapeMI)” workshop, which is to be held in conjunction with the
MICCAI 2023 conference.
Best regards,
Jianning Li


________________________________


MICCAI SHAPEMI
Workshop on Shape in Medical Imaging
Vancouver, Canada, Oct. 8th, 2023


________________________________


(*) Description


We gladly announce the workshop for Shape in Medical Imaging
(SHAPEMI, https://shapemi.github.io/) to be held in conjunction with the
conference on MICCAI – Medical Image Computing and Computer Assisted
Interventions, in Vancouver, Canada, Oct. 8th, 2023.


(*) Aim and Scope


Shape and geometry processing methods are receiving increased
attention, notably, in medical imaging.This workshop provide a presentation 
venue for researchers working in shape and geometrical analysis, such as 
shape modeling, geometric learning and statistics. This year’s edition also
brings a focus on applications. Original contributions as well as well as
exciting applications in medical imaging involving shapes are sought in the form of:


12-15 page full  papers
6-11  page short papers


in LNCS style. Accepted papers will be presented at ShapeMI 2023 in the form
 of posters or oral presentations. Every accepted paper can include a live demo.


(*) Targets topics include, but are not limited to:


Shape Processing and Analysis
Shape Learning and Classification
Geometric Learning and Manifold-based Methods
Statistics of Shapes and Deformations
Spectral Shape Analysis
Spectral Clustering and Dimensionality Reduction
Shape Modeling and Representation
Shape Segmentation, Registration and Correspondence
Geometry-constrained Deep Learning and Optimization
Statistical Shape Modeling 
Synthetic Anatomical Shape Generation
Generative Shape Models
Longitudinal Shape Analysis and Processing
Medical Applications focused on Shape Analysis
Evaluation / quality assessment of shape models
Relevant demos of freely available shape analysis software


(*) This years’  keynote speakers  include:


Prof. Miaomiao Zhang, University of Virginia
Prof. Steve pizer, University of North Carolina at Chapel Hill


This workshop will provide an invaluable opportunity for researchers
to present recent work on shape analysis in medical imaging.
Interactions among fellow researchers will foster a deeper
understanding of the underlying concepts and will provide insights on
medical imaging applications.


Best Paper Award Sponsored by Kitware.


** IMPORTANT DATES (Tentative) **


Deadline for paper submission: ** June 30th, 2023, 23:59 PST **
Notification of Acceptance: July, 2023 
MICCAI Early bird registration: August, 2023
SHAPEMI Workshop on: Oct. 8th, 2023


For more information:



Inquiries at:


Call for Papers for the International Journal of Data Warehousing and Mining (IJDWM)

 

CALL FOR SUBMISSIONS

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About the Editor:

David Taniar

International Journal of Data Warehousing and Mining (IJDWM)

Editor-in-Chief

 

Dr. David Taniar

Monash University, Australia

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IMPULSE AI 2023: Charla con Patty Trejo y Gustavo Prudencio

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💡Los consejos más valiosos💡
de Patty Trejo y Gustavo Prudencio en el mundo de la IA


¡Es un placer compartir con ustedes los mejores momentos del último stream que tuvimos con Patty Trejo y Gustavo Prudencio! En este stream, se hablaron sobre varios temas relacionados con la inteligencia artificial, incluyendo la recomendación, validación y pruebas A/B, y el manejo de modelos.

Patty Trejo y Gustavo Prudencio, Directora de Ingeniería y Director de Ciencia Aplicada en Corner shop y Uber hablaron sobre cómo desarrollar e implementar una estrategia de ciencia de datos que se alinee con los objetivos comerciales generales de la organización.

📌 En el stream, Patty y Gustavo compartieron consejos y discutieron los desafíos de implementar sistemas de recomendación, asegurar la precisión de los modelos con validación y pruebas A/B, y manejar modelos de IA de manera eficiente.
Te dejamos algunas de las preguntas y consejos mas importantes de los que se discutieron:

💡Te dejamos algunas de las preguntas y consejos mas importantes de los que se discutieron:


MANEJO DE MODELOS:

¿Puede describir su experiencia con el control de versiones para modelos de aprendizaje automático?


¿Cómo realiza un seguimiento de los cambios en sus modelos y qué herramientas utiliza para hacerlo?


Cómo maneja la degradación del rendimiento del modelo y qué medidas toma para abordarla?


RECOMENDACIONES

¿Cómo maneja el problema de inicio en frío, donde no hay suficientes datos sobre un nuevo usuario o elemento para hacer recomendaciones significativas?

¿Cómo maneja situaciones en las que las preferencias de un usuario cambian con el tiempo y las recomendaciones deben actualizarse en consecuencia?


VALIDACION Y A/B TESTING:


¿Puede describir la diferencia entre validación y prueba y por qué ambas son importantes en el aprendizaje automático?


¿Puede dar un ejemplo de una prueba A/B exitosa que haya realizado en el pasado y qué conocimientos obtuvo de los resultados?

📌En conclusión, el último stream con Patty Trejo y Gustavo Prudencio fue una excelente oportunidad para aprender de dos expertos en el campo de la inteligencia artificial y el desarrollo de software. Los temas tratados, incluyendo la recomendación, validación y pruebas A/B y manejo de modelos son cruciales para cualquier organización que busque implementar tecnología de IA con éxito.

En definitiva, la conversación fue una valiosa oportunidad para aprender sobre el estado actual de la IA en el mundo empresarial, así como para descubrir cómo las organizaciones pueden utilizar prácticas efectivas para garantizar el éxito de sus proyectos de IA.

Si te perdiste el evento, no te preocupes, puedes verlo aquí.

 
 

Impulse AI es organizado por Latam AI, una colaboración con The Toronto Machine Learning Society (TMLS) y MLOps World diseñada para ayudar a unir y apoyar el ecosistema de Latam AI.

Esto con la intención de empoderar a sus miembros e impulsar la investigación y las aplicaciones empresariales de la IA en un escenario global, LATAM AI está reimaginando lo que significa tener una comunidad conectada. Así mismo ofreciendo apoyo, crecimiento, inclusión para todos los miembros y colaboraciones únicas entre varias comunidades académicas e industriales.

Para obtener más información sobre lo que hacemos haga click aquí.

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NUEVA DIPLOMATURA 100% ONLINE

May 5th, 2023 Daniela Lopez de Luise
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EL INSTITUTO DE ENERGÍA ELÉCTRICA (IEE), UNSJ-CONICET

 Los invita a ser parte de la nueva Diplomatura 100% a distancia:

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                                        MÁS INFORMACIÓN

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Profesores responsables

Dr. Ing. Mauricio Samper

Dr. Ing. Rodolfo Reta

Ing. Gustavo Barón

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Inicia

1 de agosto del 2023.

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Modalidad

100% a distancia.

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IJCAI workshop: MiGA 2023

May 5th, 2023 Daniela Lopez de Luise

Welcome to participate in the 1st Workshop & Challenge on Micro-gesture Analysis for Hidden Emotion understanding (MiGA) workshop.

Our MiGA workshop will be held at the IJCAI conference on 19th-23th August, Maco, China

We warmly invite researchers to submit your recent research work to our MiGA workshop. 

Accepted papers will be published at the IJCAI conference in 2023, which is the leading conference in the field of artificial intelligence.

The topic includes but is not limited to:

• Gesture and micro-gesture analysis for emotion understanding.

• Vision-based methodologies for gesture-based emotion understanding, e.g., classification, detection, online recognition, generation, and transferring.

• Solutions for special challenges involved with the in-the-wild gesture analysis, e.g., severely imbalanced sample distribution, high heterogeneous samples of interclass, noisy irrelevant motions, noisy backgrounds, etc.

• Different modalities developed for emotion understanding, e.g., body gestures, attentive gazes, and desensitized voices.

• New data collected for the purpose of hidden emotion understanding.

• Psychological study and neuroscience research about various body behaviors and their links to emotions.

• Hardware/apparatuses/imaging systems developed for the purpose of hidden emotion understanding.

• Applications of gestures and micro-gestures, e.g., for medical assessment in hospitals (ADHD, depression), for health surveillance at home or in other environments, for emotion assessment in various scenarios like for education, job interview, etc.


We are looking forward to interesting presentations, insightful discussions, and new collaborations!

Besides, we are hosting the first MiGA challenge!

Welcome to join our challenge with two fundamental challenge tasks (Tracks), including (Track 1) micro-gesture classification and (Track 2) micro-gesture online recognition. Participating teams can choose to compete on one or both tasks. The challenge will be organized on the CodaLab website.

If you are interested in submitting a paper or joining the challenge, please visit our website below for more information on guidelines and deadlines:


https://cv-ac.github.io/MiGA2023/

Important timeline (might adjust slightly later):

Workshop

May 25, 2023. Paper submission deadline.
June 05, 2023. Notification to authors.
June 10, 2023. Camera-ready deadline.
August 2023. MiGA IJCAI 2023 Workshop, Macao, China.
Challenge
Mar 27, 2023. Call for Challenge online. Registration starts.
Mar 31, 2023. Release of training data.
May 2, 2023. Release of testing data.
May 12, 2023. Final testing data and result submission. Registration ends.
May 15, 2023. Release of challenge results.
May 25, 2023. Paper submission deadline (to workshop).
June 05, 2023. Notification to authors.
June 10, 2023. Camera-ready deadline.

August 2023. MiGA IJCAI 2023 Workshop, Macao, China.
Note: Each paper must be presented on-site by an Author/co-Author at the conference. Make sure you can be present at the IJCAI conference before your submission.

For questions regarding workshop submissions and the competition, please get in touch with chen.haoyu at oulu.fi.
For questions about the workshop local arrangements and information, please get in touch with local at ijcai-23.org.

For questions regarding the general issue of the workshop program, please get in touch with guoying.zhao at oulu.fi.

Sincerely,

MiGA Committee
Organizing Committee
Guoying Zhao, University of Oulu, Finland.
Björn W. Schuller, University of Augsburg, Germany; Imperial College London, London/UK.
Ehsan Adeli, Stanford University, USA.
Tingshao Zhu, Institute of Psychology, Chinese Academy of Sciences.
Data chairs
Haoyu Chen (leading data chair), University of Oulu, Finland.
Henglin Shi, University of Oulu, Finland.
Xin Liu, Lappeenranta-Lahti University of Technology LUT, Finland.

Xiaobai Li, University of Oulu, Finland.

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