works on

From the 2 of 4 papers with an AI index.

4 papers

cs.CV2026

LoSA-Net: A Localized and Scale-Adaptive Network for Boundary-Sensitive Prediction of Perineural Invasion in 3D MRI

Youngung Han, Hyunsu Go, Kyeonghun Kim +9

The paper introduces LoSA-Net, a neural network that uses localized self‑attention and scale‑adaptive processing to improve detection of perineural invasion boundaries in 3D contra…

cs.CV2026

MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRI

Youngung Han, Induk Um, Kyeonghun Kim +9

The paper introduces MMA-Former, a 3D transformer model with a multi-window mixture-of-head attention mechanism, to predict perineural invasion from T1-weighted MRI scans.

q-bio.QM2026

MOSAIC: Codon Harmonization of Monte Carlo-Based Simulated Annealing for Linked Codons in Heterologous Protein Expression

Yoonho Jeong, Chengcheng Yang, Ryan Fernandez Medina Hariri +6

Codon usage bias has a crucial impact on the translation efficiency and co-translational folding of proteins, necessitating the algorithmic development of codon optimization/harmon…

cond-mat.str-el2026

Microscopic evidence for a Zhang-Rice triplet state in the van der Waals antiferromagnet, NiPS

Beom Hyun Kim, Youjin Lee, Junik Hwang +3

Quantum-entangled states underpin many emergent phenomena in quantum materials, yet their direct experimental identification remains a challenge. NiPS, a van der Waals antiferr…