[visionlist] 3rd International Workshop in Cancer Prevention, Detection, and Intervention (CaPTion @ MICCAI Society 2024)

[Bartlomiej Papiez]

 We are excited to invite you to submit your work to the 3rd International Workshop in Cancer Prevention, Detection, and Intervention (CaPTion @ MICCAI Society 2024), which will be held in Marrakesh, Morocco, on October 6th, 2024.

Key info:
➡ Submission Deadline: June 24th, 2024
➡ Workshop website: https://lnkd.in/d2bZgHg8
➡ Submission website: https://lnkd.in/d-uaASYn
➡ Accepted papers to be published in LNCS proceedings

Workshop themes
➡ Early detection and diagnosis of cancer: learning algorithms for lesion detection in medical images, staging, risk assessment, prediction of cancer outcome (in terms of life expectancy, survivability, progression, treatment sensitivity)
➡ Image-guided intervention for cancer treatment: Image fusion, multi-modal registration, detection, segmentation, and tracking, computer-guided interventions, augmented reality for tumor delineation and tumor resection.
➡ Real-world data exploration for cancer prediction: Big (imaging) data analysis, multimodal data analysis using active, semi and self-supervised learning, model-agnostic meta-learning, federated learning (sparsely labelled, data privacy), large foundational models (LLMs), and continual learning.
➡ Cancer biomarkers: new predictive (visual) biomarker discovery in medical images, tumor data signatures, personalized cancer treatments, genomics and radiomics.
➡ Clinically accepted evaluation methods: Identifying new evaluation metrics or gold standards (e.g., compared to widely used Dice or IoU), sample size standardization, biases, uncertainty estimation, best practices for validation, image simulation and synthesis techniques in cancer research.

Organisers:
Sharib Ali, Fons van der Sommen, Noha Ghatwary, Yueming Jin, Iris Kolenbrander, Bartek Papiez

Student Representatives:
Raneem Toman, Pedro Esteban Chavarrias Solano

Previous workshop proceedings:
(2022) https://lnkd.in/dtw5fewK
(2023) https://lnkd.in/dGSq5uY9

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