Multimodal Neuroimaging Lab

The Multimodal Neuroimaging in Neuropsychiatric Disorders Laboratory lead by Assoc. Prof. Juan Helen Zhou is located at the National University of Singapore.

[Multimodal Neuroimaging Lab @MNNDL_Lab]

We are thrilled to announce that the Asia-Pacific Computational and Cognitive Neuroscience Conference (#APCCN2026) will be held this July!
📅27–28 July
📍MD6 LT35, NUS
✅FREE registration & FREE abstract submission

Come and join us! Register via QR or:
https://t.co/ZsMXlT95kp

[Multimodal Neuroimaging Lab @MNNDL_Lab]

🎉Our paper is published on Alzheimer's Research & Therapy!

We show that MBI-related functional network disruption is linked to worse function and faster amyloid-dependent cognitive decline.
🔗Check the paper now:
https://t.co/4mY9CUmbhU

@HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

💻Emerging research shows that subtle cardiac dysfunction is linked to brain microstructural changes and cognitive aging, revealing a heart–brain connection between cardiovascular stress, brain health, and future cognitive decline.

[Multimodal Neuroimaging Lab @MNNDL_Lab]

🔍Check our article on MediCine: Cardiac Dysfunction Impacts Brain Health. We are exploring the heart–brain connection for preventive and precise medicine.
https://t.co/tvogui4Xwh

@HelenJuanZhou @NUSMedicine

[Multimodal Neuroimaging Lab @MNNDL_Lab]

🧠Understanding how cardiac health influences brain ageing is especially critical as individuals transition from midlife into older adulthood.

[Multimodal Neuroimaging Lab @MNNDL_Lab]

SupReMix is highly data-efficient, maintaining strong performance in few-shot and missing-label scenarios.

[Multimodal Neuroimaging Lab @MNNDL_Lab]

🎉Our paper SupReMix is accepted by MedIA 2026!

Ordinality-aware contrastive learning for medical imaging regression, achieving SOTA performance—even in low-data settings.
🔗 https://t.co/hUjK4d1fS8

@yileiw5 @ZijianDD @HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

Across six datasets spanning MRI, X-ray, ultrasound, and PET, SupReMix achieves SOTA results, outperforming both generic and regression-specific baselines.

[Zijian Dong @ZijianDD]

🚨 Thrilled to share that our paper Brain Harmony (BrainHarmonix) has been accepted at #NeurIPS2025!

We introduce the first multimodal brain foundation model that unifies structure 🧠 (MRI morphology) & function ⚡️ (fMRI dynamics) into compact 1D brain tokens.

Paper: https://t.co/G5QhNBBPf7
Code will be released at: https://t.co/qhMGrpP7Dc

[Multimodal Neuroimaging Lab @MNNDL_Lab]

Ever wondered if we could see what someone is looking at just from their brain signals? In this talk, Dr.Zhang Yichi from our lab will reveal how to use AI to reconstruct images & videos directly from brain!
📍Jurong Regional Library, Programme Zone
⏰2:30-3:30 pm,12 July

[Multimodal Neuroimaging Lab @MNNDL_Lab]

⏳Join us in the afternoon symposia in M4!
🎙️Zijiao Chen, PhD @ZijiaoC
🧠Al for Open Neuroimaging: Opportunities and Challenges from an Open Science Perspective
📅 Fri, June 27, 3:45-5:00 PM
#OHBM2025 @HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

⏳Join us in the SIG activity in Exhibition Hall 1!
🎙️Yichi Zhang
🧠Good Practices in Al-based Neuroimaging Studies: An Example in Brain Age Prediction
📅 Fri, June 27, 1:00-2:00 PM
#OHBM2025 @HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

⏳Join us in oral session in the Great Hall!
🎙️Thuan Tinh Nguyen @sophiatinh
🧠Predicting Mental Health & Mortality: Insights from Functional Connectivity & Cross-Dataset Validation
📅 Fri, June 27, 11:30-12:45
#OHBM2025 @HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

Proud to share our work in #OHBM2025🙌🏼
@ZijianDD from our lab will unveils our Brain Dynamics Foundation Model—a breakthrough AI approach for predicting traits, disease progression, and treatment responses.
📅Jun 26, 9:00–10:15 AM
📍M4
@HelenJuanZhou @OHBM

[Multimodal Neuroimaging Lab @MNNDL_Lab]

#OHBM2025 Want to learn about how to leverage longitudinal data to map neurobiological & environmental predictors of disorders? @DkNewsha from our lab will present a talk on Longitudinal Insights into Adolescent Mental Health.👏🏼
Drop by on Jun 26,9:00–10:15AM (M3)
@HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

Yichi Zhang from our lab presents his poster on Neurodegenerative and Cerebrovascular Brain Ages Differentially Predict Cognition and Pathology. Stop by Poster #908 to learn more!

[Multimodal Neuroimaging Lab @MNNDL_Lab]

Today, we have 4 posters from our lab at #OHBM2025!
📅 June 25 (1:15–3:15 PM)
⬇️ Meet our presenters and their work below! @HelenJuanZhou

[Multimodal Neuroimaging Lab @MNNDL_Lab]

Qian Xing from our lab presents her poster on brain structure-function decoupling in aging, examining how this decoupling increases and diverges from the functional hierarchy with age. Welcome to visit Poster #905 to discuss her findings!
@xing_qian_xq