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HEON SONG
HEON SONG
Lunit Inc.
Geverifieerd e-mailadres voor lunit.io
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Jaar
Benchmarking self-supervised learning on diverse pathology datasets
M Kang, H Song, S Park, D Yoo, S Pereira
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
472023
Interactive multi-class tiny-object detection
C Lee, S Park, H Song, J Ryu, S Kim, H Kim, S Pereira, D Yoo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
192022
Artificial intelligence-powered human epidermal growth factor receptor 2 (HER2) analyzer in breast cancer as an assistance tool for pathologists to reduce interobserver variation.
M Jung, SG Song, SI Cho, W Jung, C Oum, H Song, M Ma, S Park, ...
Journal of Clinical Oncology 40 (16_suppl), e12543-e12543, 2022
62022
No regret sample selection with noisy labels
H Song, N Mitsuo, S Uchida, D Suehiro
Machine Learning, 1-26, 2024
52024
Adaptive aggregation of arbitrary online trackers with a regret bound
H Song, D Suehiro, S Uchida
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
42020
Phase II study of a trastuzumab biosimilar in combination with paclitaxel for HER2-positive recurrent or metastatic urothelial carcinoma: KCSG GU18-18
M Kim, JL Lee, SJ Shin, WK Bae, HJ Lee, JH Byun, YJ Choi, J Youk, ...
ESMO open 8 (4), 101588, 2023
32023
Artificial intelligence-powered whole-slide image analyzer reveals a distinctive distribution of tumor-infiltrating lymphocytes in neuroendocrine neoplasms
HG Cho, SI Cho, S Choi, W Jung, J Shin, G Park, J Moon, M Ma, H Song, ...
Diagnostics 12 (10), 2340, 2022
32022
AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee
H Song, D Suehiro, S Uchida
arXiv preprint arXiv:2009.09237, 2020
32020
Analysis of soil thermal conductivities, Borehole Thermal resistances and initial soil temperature with in-situ testing in south korea
JG Ro, K Yon, H Song
Journal of the Korean Solar Energy Society 32 (5), 68-74, 2012
32012
Artificial intelligence–powered tumor-infiltrating lymphocytes analyzer to reveal distinct immune landscapes in breast cancer by molecular subtype and HER2 score.
S Shin, SY Cho, EY Cho, SW Kim, M Jung, SG Song, Y Lim, SI Cho, S Kim, ...
Journal of Clinical Oncology 41 (16_suppl), 1049-1049, 2023
12023
Correlation of fragmented pattern of tumor mass captured by artificial intelligence (AI)-powered whole-slide image (WSI) analysis with biased fibroblast expansion over tumor …
S Kim, S Song, G Park, S Kim, H Song, M Kang, S Pereira, CY Ock
Journal of Clinical Oncology 41 (16_suppl), e14657-e14657, 2023
12023
1285 Spatial analysis of tumor-infiltrating lymphocytes (TILs) based on HER2 expression across multiple cancer types
S Kim, S Kim, Y Lim, G Park, S Song, H Song, S Park, J Ryu, S Pereira, ...
Journal for ImmunoTherapy of Cancer 10 (Suppl 2), 2022
12022
Variability matters: Evaluating inter-rater variability in histopathology for robust cell detection
C Kang, C Lee, H Song, M Ma, S Pereira
European Conference on Computer Vision, 552-565, 2022
12022
Meta-learning of pooling layers for character recognition
T Otsuzuki, H Song, S Uchida, H Hayashi
Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021
12021
Development of a New Heat Exchanger for the Super Cooling (HESC) to Enhance the Performance of the Heat Pump System for the Living Space by the Natural Energy
H Song
Journal of the Korean Solar Energy Society 31 (6), 40-48, 2011
12011
A phase II open-label randomized clinical trial of preoperative durvalumab or durvalumab plus tremelimumab in resectable head and neck squamous cell carcinoma
CG Kim, MH Hong, D Kim, BH Lee, H Kim, CY Ock, G Kelly, YJ Bang, ...
Clinical Cancer Research, OF1-OF14, 2024
2024
Artificial intelligence (AI)-based multi-modal approach using H&E and CT image for predicting treatment response of immune checkpoint inhibitor (ICI) in non-small cell lung …
DY Jeong, J Park, H Song, J Moon, T Lee, C Ahn, S Park, SH Lee, CY Ock, ...
Cancer Research 84 (6_Supplement), 4170-4170, 2024
2024
Association of artificial intelligence (AI)-based HER2 scoring with clinical outcomes to first-line trastuzumab plus chemotherapy in HER2-positive metastatic gastric cancer (mGC)
M Kang, Y Lim, HJ Oh, JA Lee, JW Kim, JW Kim, S Song, H Song, KW Lee
Cancer Research 84 (6_Supplement), 2484-2484, 2024
2024
Pan-cancer analysis of the influence of ERBB2 alteration on HER2 expression
T Lee, S Shin, H Song, S Park, S Pereira, D Yoo, J Ro, J Moon, SI Cho, ...
Cancer Research 84 (6_Supplement), 4640-4640, 2024
2024
Augmented interpretation of HER2, ER, and PR in breast cancer by artificial intelligence analyzer: enhancing interobserver agreement through a reader study of 201 cases
M Jung, SG Song, SI Cho, S Shin, T Lee, W Jung, H Lee, J Park, S Song, ...
Breast Cancer Research 26 (1), 31, 2024
2024
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