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Kim L. Sandler

3 papers · 2025–2026 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

MIDL (3)

Top co-authors

Aravind Krishnan (2) Lianrui Zuo (2) Bennett Allan Landman (2) Thomas Li (2) Fabien Maldonado (2) Lucas Walker Remedios (1) Zhengyi Lu (1) Allen J. Luna (1) Junchao Zhu (1) Kaiwen Xu (1)

Research topics

Deep Learning (3) Healthcare & Medicine (2) Clinical (2) Learning Types (2) Computer Vision (1) Architectures (1) Domain-Specific (1) Generation (1)

Keywords

multimodal fusion (2) lung cancer risk prediction (2) medical image analysis (1) generative adversarial network (1) contrastive language-image pretraining (1) reinforcement learning (1) anatomical regularization (1) longitudinal imaging (1) adaptive modality selection (1) contrastive patient-level pretraining (1) computed tomography (1) image harmonization (1)

Papers

AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning MIDL 2026 Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization MIDL 2025 Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction MIDL 2025