Arkadiusz Gertych - Publications, H-index & Citations

Arkadiusz Gertych

cedars-sinai medical center

32H指数

125论文数

4.8K被引数

收录论文 58

发表时间

Molecular and spatial differences in the tumor microenvironment of high-grade serous ovarian cancers with short versus long-term survival 高低生存期高级别浆液性卵巢癌肿瘤微环境中的分子和空间差异

Gynecologic Oncology

IF4.1

2026-05-23

OAAI

Alexandra H. Smick; Natalia Zurek; Barbie Taylor-Harding; Beth Y. Karlan; Ann E. Walts; Arkadiusz Gertych; Sandra Orsulic

Shifting the Focus of Digital Pathology: The Raising Relevance of Pre-Processing Phase Over Model Complexity 将数字病理学的研究重点转向：预处理阶段相对于模型复杂度的日益重要性

IET Image Processing

IF2.2

2026-01-01

OAAI

Salvi, Massimo; Michielli, Nicola; Mogetta, Alessandro; Gambella, Alessandro; Sengur, Abdulkadir; Molinari, Filippo; Gertych, Arkadiusz

Advances in Digital Health: Multimodal Intelligence and Translational Impact 数字健康进展：多模态智能与转化影响

Computer Methods and Programs in Biomedicine

IF4.8

2025-10-07

PREAI

Arkadiusz Gertych; Massimo Salvi; Massimo Mischi

Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare☆可解释性和不确定性: 增强医疗保健中深度学习模型可解释性的同一枚硬币的两面 ☆

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2025-05-01

OAAI

Salvi, Massimo; Seoni, Silvia; Campagner, Andrea; Gertych, Arkadiusz; Acharya, U. Rajendra; Molinari, Filippo; Cabitza, Federico

Deep Tissue Learning of EGFR-sensitivity mutant Lung Adenocarcinoma Predicts Duration of Response to Osimertinib

LABORATORY INVESTIGATION

IF4.2

2025-03-01

PREAI

Ponce-Zepeda, Joaquin; Lopategui, Jean; Victor, Aaron; Gertych, Arkadiusz; Gayhart, Matthew

Tumor Cellularity Assessment Using Artificial Intelligence Trained on Immunohistochemistry-Restained Slides Improves Selection of Lung Adenocarcinoma Samples for Molecular Testing 基于在免疫组化重染切片上训练的人工智能进行肿瘤细胞密度评估，可改善肺腺癌样本分子检测的选择。

AMERICAN JOURNAL OF PATHOLOGY

IF3.6

2025-01-01

OAAI

Gertych, A; Zurek, N; Piaseczna, N; Szkaradnik, K; Cui, YJ; Zhang, Y; Nurzynska, K; Pycinski, B; Paul, P; Bartczak, A; Chmielik, E; Walts, AE

Immunohistochemistry annotations enhance AI identification of lymphocytes and neutrophils in digitized H&E slides from inflammatory bowel disease 免疫组织化学注释增强了炎症性肠病数字化H & E载玻片中淋巴细胞和中性粒细胞的AI识别

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-12-01

PREAI

Zurek, Natalia; Zhang, Yi; McGovern, Dermot P. B.; Walts, Ann E.; Gertych, Arkadiusz

AI explainability and bias propagation in medical decision support

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2024-12-01

PREAI

Gertych, Arkadiusz; Faust, Oliver

Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization 提高微调CNN模型的分类精度: 超参数优化的影响

HELIYON

IF3.6

2024-03-01

OAAI

Mikolaj, Wojciuk; Zaneta, Swiderska-Chadaj; Krzysztof, Siwek; Arkadiusz, Gertych

The Molecular Twin artificial-intelligence platform integrates multi-omic data to predict outcomes for pancreatic adenocarcinoma patients 分子孪生人工智能平台整合多组学数据以预测胰腺癌患者的预后

NATURE CANCER

IF28.5

2024-01-22

OAAI

Osipov, Arsen; Nikolic, Ognjen; Gertych, Arkadiusz; Parker, Sarah; Hendifar, Andrew; Singh, Pranav; Filippova, Darya; Dagliyan, Grant; Ferrone, Cristina R.; Zheng, Lei; Moore, Jason H.; Tourtellotte, Warren; Van Eyk, Jennifer E.; Theodorescu, Dan

Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB)

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2023-06-01

OAAI

Nurzynska, Karolina; Li, Dalin; Walts, Ann E.; Gertych, Arkadiusz

Dynamic Changes in the Extracellular Matrix in Primary, Metastatic, and Recurrent Ovarian Cancers

CELLS

IF5.2

2022-11-25

OAAI

Gertych, Arkadiusz; Walts, Ann E. E.; Cheng, Keyi; Liu, Manyun; John, Joshi; Lester, Jenny; Karlan, Beth Y. Y.; Orsulic, Sandra

Computational pathology in ovarian cancer 卵巢癌的计算病理学

FRONTIERS IN ONCOLOGY

IF3.3

2022-07-29

OAAI

Orsulic, Sandra; John, Joshi; Walts, Ann E. E.; Gertych, Arkadiusz

Focal Serous Tubal Intra-Epithelial Carcinoma Lesions Are Associated With Global Changes in the Fallopian Tube Epithelia and Stroma

FRONTIERS IN ONCOLOGY

IF3.3

2022-03-21

OAAI

Wu, Jingni; Raz, Yael; Recouvreux, Maria Sol; Diniz, Marcio Augusto; Lester, Jenny; Karlan, Beth Y.; Walts, Ann E.; Gertych, Arkadiusz; Orsulic, Sandra

Receptor-interacting protein kinase 2 (RIPK2) stabilizes c-Myc and is a therapeutic target in prostate cancer metastasis

NATURE COMMUNICATIONS

IF15.7

2022-02-03

OAAI

Yan, Yiwu; Zhou, Bo; Qian, Chen; Vasquez, Alex; Kamra, Mohini; Chatterjee, Avradip; Lee, Yeon-Joo; Yuan, Xiaopu; Ellis, Leigh; Di Vizio, Dolores; Posadas, Edwin M.; Kyprianou, Natasha; Knudsen, Beatrice S.; Shah, Kavita; Murali, Ramachandran; Gertych, Arkadiusz; You, Sungyong; Freeman, Michael R.; Yang, Wei

Why do we need better omics in the breast cancer care?

EBIOMEDICINE

IF10.8

2021-10-01

OAAI

Gertych, Arkadiusz; Shiao, Stephen L.

Advances in biomedical image processing

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2021-04-01

PREAI

Pietka, Ewa; Gertych, Arkadiusz

A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2021-04-01

OAAI

Gallego, Jaime; Swiderska-Chadaj, Zaneta; Markiewicz, Tomasz; Yamashita, Michifumi; Gabaldon, M. Alejandra; Gertych, Arkadiusz

Machine learning models to quantify lineage plasticity and neuroendocrine differentiation in high-grade prostate cancer

CLINICAL CANCER RESEARCH

IF10.2

2021-03-01

PREAI

Knudsen, Beatrice; Garraway, Isla; Gertych, Arkadiusz; Lewis, Michael; Ferrero, Alessandro; Whitaker, Ross

Predicting Metastasis Risk in Pancreatic Neuroendocrine Tumors Using Deep Learning Image Analysis 基于深度学习图像分析的胰腺神经内分泌肿瘤转移风险预测

FRONTIERS IN ONCOLOGY

IF3.3

2021-02-25

OAAI

Klimov, Sergey; Xue, Yue; Gertych, Arkadiusz; Graham, Rondell P.; Jiang, Yi; Bhattarai, Shristi; Pandol, Stephen J.; Rakha, Emad A.; Reid, Michelle D.; Aneja, Ritu

研究方向