Postdoctoral Researcher in Milan Italy at @humantechnopole

Joined June 2009
26 Photos and videos
🚀 Honoured to mentor at the 7th @HarvardHSI Hackathon! Organised by the @HarvardChanSPH, this global event comes to #MIND, #Milan on 10 & 11 April, thanks to @LaStatale, @polimi, @humantechnopole & SIIAM. Let us rethink health systems together to create a lasting impact!
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[1/4] 📄 Excited to share that our new paper has been published in Neurocomputing (@Elsevier)! ​We introduce a weakly supervised framework for brain tumour segmentation using inherently explainable classification models. 🧠👇
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[3/4] 📊 Validated on two datasets, the models handled severe class imbalance robustly: 🏆 Peak F1-score (classification): 0.93 ✅ Tumour-only accuracy (classification): 98.74% (outperforming state-of-the-art glioma grading classifiers!) 🎯 Median Dice (segmentation): 0.728
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[4/4] Massive thanks to my fantastic co-authors , Hadya, Andreas and Oliver for the collaboration. 🤝 ​🔓 Read for free until 17 May 2026: authors.elsevier.com/a/1mrGU… 💻 Open-source code: github.com/soumickmj/GPModel… ​#ExplainableAI #MedicalImaging #BrainTumour #Neurocomputing

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23 Jul 2025
[1/3] LUMEN, a #DL pipeline for the 3D morphological analysis of lenticulostriate arteries from 7T MRI, published today by @ElsevierConnect, reseach lead by @li_rl574, an amazing collaboration with @CamStroke and @c_t_rodgers from @Cambridge_Uni ➡️ Paper: lnkd.in/et58aRt5
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23 Jul 2025
[3/3] LUMEN pipeline offers a more accurate and detailed characterisation of vessel morphology than traditional 2D MIP analysis, providing a powerful open-source tool to advance research into the pathophysiology of CSVD Open-source pipeline: lnkd.in/eiPvhgb4 #ai #vessel
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23 Jul 2025
[2/3] Our "old" deep learning framework, #DS6, showed remarkable robustness. Originally developed for and trained on healthy data, it excelled on a challenging clinical dataset #CamSVD, surpassing the widely-used nnU-Net with superior sensitivity for detecting weak vessel signals
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Soumick retweeted
Kevin is proud to be one of us! ✨ 💙 #ProudToBeNapoli | #ForzaNapoliSempre | #WelcomeKevin
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29 May 2025
Forza Napoli Sempre đź’™
29 May 2025
ULTIM'ORA MERCATO Conte resta al Napoli, atteso a breve l'annuncio #SkySport #SkyCalciomercato #Conte
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Soumick retweeted
Very proud of this awesome crew @humantechnopole #eshg2025
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13 May 2025
Delighted to announce that our latest work on learning inter-rater variability for robust probabilistic segmentation is now published in Medical Image Analysis. 🔗 authors.elsevier.com/a/1l5Ba… #MedicalImaging #ProbabilisticSegmentation #vae #DeepLearning #MICCAI #AIInHealthcare

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20 Feb 2025
Quantum Leap in Computing! This breakthrough could revolutionise physics, AI, cryptography and many more fields! The future is quantum!
19 Feb 2025
A breakthrough in quantum computing. Majorana 1 brings us closer to harnessing millions of potential qubits working together to solve the unsolvable—from new medicines to revolutionary materials—all on a single chip. #QuantumComputing #QuantumReady msft.it/6007UxEHz
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Soumick retweeted
The HT community sends you their warmest holiday wishes in languages from every corner of the globe. 🌍💬 Here's to another year of groundbreaking research and innovation! 🌟
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Soumick retweeted
Thread of the world's most beautiful towns and villages at Christmas đź§µ 1. Locorotondo, Italy
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Soumick retweeted
🎗️Every 10 min, a woman is killed in the world. ✋For the International Day for the Elimination of Violence Against Women, we want to highlight the #SignalForHelp, an internationally gesture that can save countless women’s lives. ❌There is #NoExcuse for violence against women!
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25 Nov 2024
It’s time for #AIxIA2024 If you’re attending and have an interest in autonomous driving or road scene understanding, don’t miss my talk tomorrow in Main Track – Session 1. I’ll also be presenting 2 lightning talks posters on Wednesday during the final session of HC@AIxIA.
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24 Nov 2024
If anyone is curious about the potential malevolent uses of AI, here is a perfect example!
People are often surprised to learn that it is standard for companies to preinstall spyware on work computers (often surveilling passively / for security). AI can “improve” this significantly. It is good hygiene to not login to or mix anything personal on company computer.
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23 Nov 2024
Houston, we have a problem! There’s "The Journal"—brilliant, of course—so how on earth is it possible that nobody knows it exists? The editors of "The Journal", being the absolute gems they are, even want to hand out suggestions. How lovely is that? #spamjournal
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