Tiago Filipe Sousa Gonçalves

Advanced ML Engineer @lokahq, PhD in ECE @feup_porto, External Researcher @INESCTEC, Former Visiting PhD Scholar @MGHMartinos & @qtimlab, Opinions are my own.

[Tiago Filipe Sousa Gonçalves @GalvesTiago]

Agentic AI is opening exciting new possibilities for biomedical research — but with so many frameworks to choose from, where do you even start?

Our team at @lokahq put together 4 key considerations to help guide the decision 🧬

🔗 https://t.co/6igmwx2AFK

#AgenticAI #Science

[INVICTA School @INVICTA_School]

Huge thanks to our speakers🎤 for their inspiring insights, our organising team👏 for their hard work, our sponsors💡 for their support, and our participants👩‍💻👨‍💻 for their enthusiasm!

Your contributions made this edition a success.

Stay tuned!
https://t.co/NZ3bL91rwt

@INESCTEC

[QTIM Lab @qtimlab]

Dr. Rebecca Henderson presenting our work in deep learning to facilitate precision medicine for Haitian breast cancer patients. a wonderful collaboration with @ASCP and @PIH ! #ASCO25 @UABOBGYN @MGHCancerCenter @PATHtweets

[INVICTA School @INVICTA_School]

Big thanks to our incredible sponsors for their trust and support in making this 2nd edition possible! Your partnership is key to our success.🙏🤝

We’re excited about what’s ahead and grateful for your contribution to this journey!

Follow us!
https://t.co/NZ3bL90TGV

@INESCTEC

[QTIM Lab @qtimlab]

the incomparable Chris Bridge at the HMS-MCML summit presenting the group's work in deep learning applications to enhance precision oncology. also feat @DagobertoPulido @MGHMartinos

[INVICTA School @INVICTA_School]

Meet Porto Digital Association
Private non-profit org. advancing info & communication tech projects in #Porto

Meet one of its key initiatives - Porto Innovation Hub
Aims to boost the city's innovation & entrepreneurship

https://t.co/YOy9KVlyZk
https://t.co/IDPEOKugZg

@INESCTEC

[INVICTA School @INVICTA_School]

Huge thanks to the incredible speakers who made this edition a success!🙌

From insightful lectures, interactive hands-on, an engaging case study, dynamic AI talks, and a thought-provoking round-table, made this edition memorable🤩💯

Follow us!
https://t.co/NZ3bL91rwt

@INESCTEC

[INVICTA School @INVICTA_School]

INVICTA Spring School's 2nd edition has been a success — and it wouldn't have been possible without our incredible organizing team's dedication, creativity, and teamwork.🙌

Thanks to everyone who helped bring this edition to life!🦾

Follow us!
https://t.co/NZ3bL90TGV

@INESCTEC

[INVICTA School @INVICTA_School]

Meet @converge_eu
Project to develop an advanced research toolset guided by the motto "view-to-communicate and communicate-to-view". Aiming to integrate multimodal data, vital for advancing wireless communication tech and their applications👁️📡

https://t.co/TesaJmOJdk

@INESCTEC

[INVICTA School @INVICTA_School]

Meet @aisym4med
A platform that will allow access to a reliable dataset system, enhanced with controlled data synthesis.
The platform will feature privacy protections, tracking systems, and anonymisation techniques to ensure data security🔬💾🔐

https://t.co/J33hDbDPdg

@INESCTEC

[INVICTA School @INVICTA_School]

Meet @FhP_AICOS
Partner in the @aisym4med project. @FhP_AICOS serves clients across various sectors, including health, agriculture, retail, and energy, with expertise in Human-Centered Design, #AI, and Cyber-Physical Systems. 🧠💡🤖

https://t.co/NENhdgkJaG

@INESCTEC

[INVICTA School @INVICTA_School]

Meet Porto City Council
Porto, one of Europe's oldest cities, is a vibrant hub known for its Port Wine, delicious food, and its people's warmth🍷🍽️💙

Nicknamed "The Invicta", inspiring our school's name.
We're proud to have our city's support.

https://t.co/EWppc26uea

@inesctec

[Tiago Filipe Sousa Gonçalves @GalvesTiago]

@mreyesag 🙌

[Tiago Filipe Sousa Gonçalves @GalvesTiago]

@Cinderella_EU

[Cinderella Project @Cinderella_EU]

🎙️ CINDERELLA Workshop
Why and How of XAI for Medical Imaging? With Prof. Mauricio Reyes

💡 How explainable AI is crucial in improving clinical decision-making, enhancing transparency, and ensuring trust in AI systems for better patient outcomes.

⬇️
https://t.co/q6JKFebLW9

[INVICTA School @INVICTA_School]

Day 5, we learned about knowledge distillation with Fadi Boutros.💡🔋

We also had the opportunity to discuss about responsible AI with Dalila Durães, Inês Sousa, Fadi Boutros and @wilsondasilva19 in the round-table moderated by @kelwinfc. 🗫

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[INVICTA School @INVICTA_School]

We hope you had fun this week! Hope to see you soon, stay tuned! 😉

https://t.co/NZ3bL90TGV

@INESCTEC

#invictaschool #springschool #meaningfulpatterns #visualintelligence #computervision #machinelearning #AI

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[INVICTA School @INVICTA_School]

Additionally, Luís Braga from Câmara Municipal do Porto presented the Study in Porto platform.💻

We did not forget about the Social Events! On this day, we hosted the social game's night in @INESCTEC.🎲🃏

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[INVICTA School @INVICTA_School]

Hey! Let us show you some of the highlights of Day 4 of this Spring School! 😊

On Day 4, we learned about explainable AI in healthcare with @wilsondasilva19. 🩺

We also had the chance to listen to an interesting AI Talk by Susana Brás about data representativeness. ⚖️

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[INVICTA School @INVICTA_School]

@INESCTEC Once again, we would like to publicly acknowledge all our partners for helping us make this initiative possible. 🤝

We hope you keep having fun with us throughout this week!
https://t.co/NZ3bL90TGV

@inesctec

#meaningfulpatterns #computervision #machinelearning #AI

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[INVICTA School @INVICTA_School]

Day 3 we learned about diffusion models for medical imaging with Cosmin Bercea🧠

We also had the chance to listen to an amazing AI Talk and Case Study by Luís Rosado and Ivo Façoco, from @FhP_AICOS, about Generating Synthetic medical images and the AISym4MED project🧪👁️

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