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Schedule

* All times are based on Asia/Seoul KST.

Saturday

Sept. 27

08:00

Asia/Seoul
08:00 - 08:10 KST

Opening remarks - Room DCC1-1F-111

08:10

Asia/Seoul
08:10 - 08:30 KST

Keynote: Federated learning for medical imaging analysis under label scarcity and data heterogeneity

Sang Huyn Park, PhD (DIGST, South Korea)

    Session I: Overcoming Healthcare Barriers in LMICs

08:30

Asia/Seoul
08:30 - 08:40 KST

Large Scale DICOM Compliance Evaluation of Medical Image Data Elements in Low-Resource Settings

Elijah Chileshe (University of Zambia)

    Session I: Overcoming Healthcare Barriers in LMICs

08:40

Asia/Seoul
08:40 - 08:50 KST

Towards Trustworthy Breast Ultrasound Segmentation using Monte Carlo Dropout and Deep Ensembles for Epistemic Uncertainty Estimation

Toufiq Musah (Kumasi Centre for Collaborative Research in Tropical Medicine, Ghana)

    Session I: Overcoming Healthcare Barriers in LMICs

08:50

Asia/Seoul
08:50 - 09:00 KST

Lightweight 3D U-Net for Brain Tumor Segmentation on CPUs: Enabling Deep Learning in Low-Resource Environments

Ayomide Oladele (Medical Artificial Intelligence Lab, Nigeria)

    Session I: Overcoming Healthcare Barriers in LMICs

09:00

Asia/Seoul
09:00 - 09:10 KST

Development and Evaluation of an AI-Driven Telemedicine System for Prenatal Healthcare

Juan Barrientos (Universidad Gailleo)

    Session I: Overcoming Healthcare Barriers in LMICs

09:10

Asia/Seoul
09:10 - 09:30 KST

Keynote: Develop and evaluate the clinical impact of medical AI systems in real world settings: A case study in Vietnam

Hieu Pham, PhD (VinhUniversity, Vietnam)

    Session II: Methodological Advances in ML

09:30

Asia/Seoul
09:30 - 09:40 KST

Fetal Abdomen-Guided Ultrasound Reconstruction via Autoencoder For Optimal Frame Selection and Segmentation

Ahmed Hazem Youssef (IMT Nord Europe )

    Session II: Methodological Advances in ML

09:40

Asia/Seoul
09:40 - 09:50 KST

SharpXR: Structure-Aware Denoising for Pediatric Chest X-Rays

Ilerioluwakiiye Abolade (FUTA Abeokuta, Nigeria )

    Session II: Methodological Advances in ML

09:50

Asia/Seoul
09:50 - 10:00 KST

CoMViT: Efficient Vision Backbone for Representation Learning in Medical Imaging

Aon Safdar (UCD)

    Session II: Methodological Advances in ML

10:00

Asia/Seoul
10:00 - 10:30 KST

Coffee Break and Networking

    Networking

10:30

Asia/Seoul
10:30 - 10:40 KST

SepsiGraph: A Graph-Based Multimodal Approach for Early Sepsis Prediction in Dynamic Resource-Constrained Clinical Settings

Sofia Bourhim (ENSIAS)

    Session II: Methodological Advances in ML

10:40

Asia/Seoul
10:40 - 11:00 KST

Keynote: Imaging for all: Innovations for accessible diagnostics in Brazil’s public health system

Leticia Rittner PhD (University of Campinas, Brazil)

    Session III: Driving ML Innovations for Improved Care

11:00

Asia/Seoul
11:00 - 11:10 KST

Clinically-Informed Preprocessing Improves Stroke Segmentation in Low-Resource Settings

Juampablo Heras Rivera (University of Washington, USA)

    Session III: Driving ML Innovations for Improved Care

11:10

Asia/Seoul
11:10 - 11:20 KST

Resource-Efficient Glioma Segmentation on Sub-Saharan MRI

Freedmore Sidume (BAC School of Computing Bostwana)

    Session III: Driving ML Innovations for Improved Care

11:20

Asia/Seoul
11:20 - 11:30 KST

Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings

Dongli He (MBUZAI)

    Session III: Driving ML Innovations for Improved Care

11:30

Asia/Seoul
11:30 - 11:40 KST

Recovering Diagnostic Value: Super-Resolution–Aided Echocardiographic Classification in Resource-Constrained Imaging

Krishan AR Babu (Indian Institute of Technology Madras)

    Session III: Driving ML Innovations for Improved Care

11:40

Asia/Seoul
11:40 - 12:00 KST

Think Tank - Accelerating ML in RCS, Doing More with Little

    Session III: Driving ML Innovations for Improved Care

12:00

Asia/Seoul
12:00 - 13:00 KST

Lunch & Networking

    Networking

13:00

Asia/Seoul
13:00 - 13:05 KST

Next-Gen Interchange: Welcome & Ice Breaker

    Next-Gen Interchange

13:05

Asia/Seoul
13:05 - 13:10 KST

Industry Panel Introductions

    Next-Gen Interchange

13:10

Asia/Seoul
13:10 - 13:15 KST

Student Innovation Spotlight - Pitch # 1

    Next-Gen Interchange

13:15

Asia/Seoul
13:15 - 13:20 KST

Student Innovation Spotlight - Pitch # 2

    Next-Gen Interchange

13:20

Asia/Seoul
13:20 - 13:25 KST

Student Innovation Spotlight - Pitch # 3

    Next-Gen Interchange

13:25

Asia/Seoul
13:25 - 13:35 KST

Feedback & Reflection

    Next-Gen Interchange

13:35

Asia/Seoul
13:35 - 14:00 KST

Panel Discussion - From Ideation to Implementation

    Next-Gen Interchange

14:00

Asia/Seoul
14:00 - 14:30 KST

Ask Me Anything (AMA)

    Next-Gen Interchange

14:30

Asia/Seoul
14:30 - 15:30 KST

Speed Networking: Local Ideas, Global Impact

    Next-Gen Interchange

15:30

Asia/Seoul
15:30 - 16:00 KST

Coffee Break

    Networking

16:00

Asia/Seoul
16:00 - 17:00 KST

Poster Session and Networking

Poster List

    Poster Session
    Networking

17:00

Asia/Seoul
17:00 - 17:30 KST

RISE-MIRASOL: Advancing Participation of LMICs at MICCAI

Co-hosted by RISE

17:30

Asia/Seoul
17:30 - 18:00 KST

Wrap Up & Call to Action

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