SDM
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Related Articles from SNS
SDM-Q: Cost-Aware Staged Decision-Making for Multi-Omics Classification with Deep Q-Learning
arXiv:2605.31014v1 Announce Type: new Abstract: Multi-omics data provide complementary molecular characterizations of disease phenotypes and play an important role in disease diagnosis and subtype classification in precision medicine. However, acquiring complete multi-omics profiles is expensive and time-consuming, while most existing deep learning methods assume full modality availability during inference, resulting in substantial redundancy and limited practicality in clinical settings. To...
SDM-Q: Cost-Aware Staged Decision-Making for Multi-Omics Classification with Deep Q-Learning
Announce Type: replace Abstract: Multi-omics data provide complementary molecular characterizations of disease phenotypes and play an important role in disease diagnosis and subtype classification in precision medicine. However, acquiring complete multi-omics profiles is expensive and time-consuming, while most existing deep learning methods assume full modality availability during inference, resulting in substantial redundancy and limited practicality in clinical settings. To address this...
Similarity-Distance-Magnitude Activations
arXiv:2509.12760v5 Announce Type: replace Abstract: We introduce the Similarity-Distance-Magnitude (SDM) activation function, a more robust and interpretable formulation of the standard softmax activation function, adding Similarity (i.e., correctly predicted depth-matches into training) awareness and Distance-to-training-distribution awareness to the existing output Magnitude (i.e., decision-boundary) awareness, and enabling interpretability-by-exemplar via dense matching. We further...
MGRegBench: A Novel Benchmark Dataset with Anatomical Landmarks for Mammography Image Registration
arXiv:2512.17605v2 Announce Type: replace Abstract: Robust mammography registration is essential for clinically relevant applications like tracking disease progression in breast tissue. However, progress has been limited by the absence of transparent public datasets and reproducible standardized benchmarks. Existing studies are often not directly comparable, as they use private data and inconsistent evaluation frameworks.
Single entry-exit route: 21 killed after fire engulfs Delhi hotel; woman jumps from 3rd floor with kid
At least 21 people were killed and several others injured after a massive fire broke out at a restaurant in south Delhi's Malviya Nagar on Wednesday morning, officials said. The blaze erupted at Flourish Stay B&B, which had only single entry-exit route. A large-scale rescue operation was launched involving the Delhi Fire Service (DFS), Delhi Disaster Management Authority (DDMA), police, and ambulance services.