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Master cross-sectional imaging like a pro

Cross‑sectional imaging is the backbone of modern radiology, enabling precise diagnosis through CT, MRI, and other modalities. From mastering anatomy in three planes to interpreting complex ...
Frontiers

Optimizing Breast Cancer Screening: Imaging Modalities and Emerging Technologies

Breast cancer screening continues to reduce mortality through earlier detection, yet persistent challenges—including interval cancers, variable interpretive ...
EurekAlert!

New AI framework offers reliable, cost-effective prediction of PIK3CA mutations in breast cancer

Accurate detection of PIK3CA mutations is essential for personalizing breast cancer treatment, particularly with ...
eLife

Modality-agnostic decoding of vision and language from fMRI

Modality-agnostic decoders leverage modality-invariant representations in human subjects' brain activity to predict stimuli irrespective of their modality (image, text, mental imagery).
IEEE

Modality-Mix Learning: Promoting Multimodal Learning Through Multilabel Objective

Abstract: Multimodal fusion provides a comprehensive way to understand the world by integrating data from different sources. However, some studies believe that due to the optimization imbalance, ...
ascopubs.org

Bayesian Counterfactual Machine Learning Individualizes Radiation Modality Selection to Mitigate Immunosuppression

Tumor Site–Specific Radiation-Induced Lymphocyte Depletion Models After Fractionated Radiotherapy: Considerations of Model Structure From an Aggregate Data Meta-Analysis Lymphocytes play critical ...
Women's Health

Pilates Is The Fastest Growing Workout Modality, For Good Reason

Finally, some good news: More and more people are getting active, according to the Sports and Fitness Industry Association’s (SFIA) recent report. For the first time since they started tracking ...
Inside Higher Ed

The Key Podcast: Think More of the Learner and Less About Modality, Counsels Learning Scientist

Institutions should be thinking about how all kinds of learners fit into their learning environments and avoid viewing online and in-person courses as distinct environments, according to Stephanie ...
marktechpost

HtFLlib: A Unified Benchmarking Library for Evaluating Heterogeneous Federated Learning Methods Across Modalities

AI institutions develop heterogeneous models for specific tasks but face data scarcity challenges during training. Traditional Federated Learning (FL) supports only homogeneous model collaboration, ...
marktechpost

Multimodal AI Needs More Than Modality Support: Researchers Propose General-Level and General-Bench to Evaluate True Synergy in Generalist Models

Artificial intelligence has grown beyond language-focused systems, evolving into models capable of processing multiple input types, such as text, images, audio, and video. This area, known as ...
The Earth Institute Columbia University

LC2: Learning Through Non-traditional Modalities

Through the course of their academic, professional, and personal life, students will be exposed to a range of different modalities through which they learn about the world. Pedagogical research ...