ReSGAN: Intracranial Hemorrhage Segmentation with Residuals of Synthetic Brain CT Scans. - Miika Toikkanen; Doyoung Kwon; Minho Lee 001 (MICCAI (1), 2021)

Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance. - June-Woo Kim; Chihyeon Yoon; Miika Toikkanen; Sangmin Bae; Ho-Young Jung (CoRR, 2023)

RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification. - June-Woo Kim; Miika Toikkanen; Sangmin Bae; Minseok Kim; Ho-Young Jung (EMBC, 2024)

BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification. - June-Woo Kim; Miika Toikkanen; Yera Choi; Seoung-Eun Moon; Ho-Young Jung (INTERSPEECH, 2024)

Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis. - June-Woo Kim; Sanghoon Lee; Miika Toikkanen; Daehwan Hwang; Kyunghoon Kim (CoRR, 2025)

Improving Respiratory Sound Classification with Architecture-Agnostic Knowledge Distillation from Ensembles. - Miika Toikkanen; June-Woo Kim (CoRR, 2025)

Adaptive Metadata-Guided Supervised Contrastive Learning for Domain Adaptation on Respiratory Sound Classification. - June-Woo Kim; Miika Toikkanen; Amin Jalali 003; Minseok Kim; Hye-Ji Han; Hyunwoo Kim; Wonwoo Shin; Ho-Young Jung; Kyunghoon Kim (IEEE J. Biomed. Health Informatics, 2025)