Sökresultat - "Contrastive learning"

Advances in Prediction of Posttranslational Modification Sites Known to Localize in Protein Supersecondary Structures

Pratyush, Pawel^{Aff3, Aff4}, KC, Dukka B.^{Aff3, Aff4}

Kister, Alexander E.^Aff2, Walker, John M.^Aff1

Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer

Zhang, Jing, Lyu, Yanjun, Yu, Xiaowei, Zhang, Lu, Cao, Chao, Chen, Tong, Chen, Minheng, Zhuang, Yan, Liu, Tianming, Zhu, Dajiang

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

SACL: Semantics-Aware Contrastive Learning for One-Shot Medical Image Segmentation

Li, Tianlin, Nie, Kaichen, Pei, Yuru

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Semi-Supervised Cervical Segmentation on Ultrasound by a Dual Framework for Neural Networks

Wang, Fangyijie, Curran, Kathleen M., Silvestre, Guenole

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation

Lloyd-Brown, Stephen, Francis, Susan, Hoad, Caroline, Gowland, Penny, Mullinger, Karen, French, Andrew, Chen, Xin

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

SEMI-Supervised Medical Image Segmentation via Dual Networks

Lu, Yunyao, Wu, Yihang, Kateb, Reem, Chaddad, Ahmad

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Semi-Cervixseg: A Multi-Stage Training Strategy for Semi-Supervised Cervical Segmentation

Jiang, Juntao, Bi, Yali, Zhou, Chunlin, Liu, Yong, Zhang, Jiangning

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Revisiting Clip: Efficient Alignment of 3D MRI and Tabular Data Using Domain-Specific Foundation Models

Petersen, Jakob Krogh, Licht, Valdemar, Nielsen, Mads, Munk, Asbjorn

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

All-in-One Multi-Organ Segmentation in 3D CT Images via Self-Supervised and Cross-Dataset Learning

Huang, Jiaju, Chen, Shaobin, Liang, Xinglong, Sun, Yue, Hu, Menghan, Tan, Tao

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Prism: Privacy-Preserving Inter-Site MRI Harmonization via Disentangled Representation Learning

Galada, Sarang, Halder, Tanurima, Deo, Kunal, Krish, Ram P., Jadhav, Kshitij

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

A Novel Contrastive Loss and Clustering Approach for Particle Detection in Cryo-EM

Pandi, Shivasankaran Vanaja, Li, Zhenghong, Lian, Ruyi, Lee, Joyce, Cheng, Wensheng, Wang, Liguo, Lin, Yuewei, Liu, Qun, Ling, Haibin

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Weakly Supervised Contrastive Learning for Better Severity Scoring of Lung Ultrasound

Gare, Gautam, Tran, Hai, DeBoisblanc, Bennett, Rodriguez, Ricardo, Galeotti, John

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Dilation-Assisted Contrastive Learning for Corneal Nerve Segmentation in Corneal Confocal Microscopy

Li, Hongshuo, Mou, Lei, Hao, Jinkui, Zhang, Jiong, Zhao, Yitian

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Contrastive Pretraining for Computational Pathology with Visual-Language Models

Zhou, Qifeng, Dang, Thao M., Guo, Yuzhi, Ma, Hehuan, Zhong, Wenliang, Na, Saiyang, Gao, Jean, Huang, Junzhou

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Towards Spatial Transcriptomics-Guided Pathological Image Recognition with Batch-Agnostic Encoder

Nishimura, Kazuya, Bise, Ryoma, Kojima, Yasuhiro

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Multi-Modal Integration for Predicting Biochemical Recurrence in Prostate Cancer

Dudhabhate, Santosh, Chattopadhyay, Nilanjan, Parekh, Akash, Singhal, Nitin

2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Learning Cross-Modal Visuomotor Policies for Autonomous Drone Navigation

Zhang, Y., Xiao, J., Feroskhan, M.

Distill & Contrast: A New Graph Self-Supervised Method With Approximating Nature Data Relationships

He, D., Zhao, J., Guo, R., Feng, Z., Huo, C., Jin, D., Pedrycz, W., Zhang, W.

Next-POI Recommendation via Spatial-Temporal Knowledge Graph Contrastive Learning and Trajectory Prompt

Chen, W., Huang, H., Zhang, Z., Wang, T., Lin, Y., Chang, L., Wan, H.

Open-Set Occluded Person Identification With mmWave Radar

Wang, T., Zhao, Y., Chang, M., Liu, J.