Gabriele Campanella - Publications, H-index & Citations

Gabriele Campanella

icahn school of medicine at mount sinai

28H指数

63论文数

6.0K被引数

收录论文 25

发表时间

An Introduction to Pathology Foundation Models 病理基础模型导论

Head and Neck Pathology

IF4.1

2026-01-08

PREAI

Brandon Veremis; Shengjia Chen; Gabriele Campanella

A Flexible Deep Learning Framework for Survival Analysis with Medical Data 基于医疗数据的生存分析柔性深度学习框架

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XV

IF0

2026-01-01

PREAI

Campanella, Gabriele; Haggstrom, Ida; Kook, Lucas; Hothorn, Torsten; Fuchs, Thomas J.

Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology 重新审视数字病理中视觉基础模型的自动数据整理

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI

IF0

2026-01-01

PREAI

Chen, Boqi; Vincent-Cuaz, Cedric; Schoenpflug, Lydia A.; Madeira, Manuel; Fournier, Lisa; Subramanian, Vaishnavi; Andani, Sonali; Ruiperez-Campillo, Samuel; Vogt, Julia E.; Luisier, Raphaelle; Thanou, Dorina; Koelzer, Viktor H.; Frossard, Pascal; Campanella, Gabriele; Ratsch, Gunnar

Predicting Patient Self-reported Race From Skin Histological Images with Deep Learning 利用深度学习预测皮肤组织图像中的患者自报种族

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

PREAI

Chen, Shengjia; Verma, Ruchika; Clare, Kevin; Jegminat, Jannes; Alleva, Eugenia; Huang, Kuan-Lin; Veremis, Brandon; Fuchs, Thomas; Campanella, Gabriele

AI-BASED QUANTIFICATION OF PD-L1 IMMUNOHISTOCHEMISTRY IN GLIOBLASTOMA: OVERCOMING INTERPRETATION CHALLENGES WITH MACHINE LEARNING 基于AI的胶质母细胞瘤PD-L1免疫组织化学定量：利用机器学习克服解释挑战

NEURO-ONCOLOGY

IF13.4

2025-11-01

PREAI

Mahadevan, Lakshmi Shree Kulumani; Verma, Ruchika; Campanella, Gabriele; Tsankova, Nadejda

Real-world deployment of a fine-tuned pathology foundation model for lung cancer biomarker detection 用于肺癌生物标志物检测的微调病理基础模型的真实世界部署

Nature Medicine

IF50

2025-07-09

OAAI

Gabriele Campanella; Neeraj Kumar; Swaraj Nanda; Siddharth Singi; Eugene Fluder; Ricky Kwan; Silke Muehlstedt; Nicole Pfarr; Peter J. Schüffler; Ida Häggström; Noora Neittaanmäki; Levent M. Akyürek; Alina Basnet; Tamara Jamaspishvili; Michel R. Nasr; Matthew M. Croken; Fred R. Hirsch; Arielle Elkrief; Helena Yu; Orly Ardon; Gregory M. Goldgof; Meera Hameed; Jane Houldsworth; Maria Arcila; Thomas J. Fuchs; Chad Vanderbilt

Artificial intelligence entering the pathology arena in oncology: current applications and future perspectives 人工智能进入肿瘤学病理领域：当前应用与未来展望

Annals of Oncology

IF65.4

2025-04-29

OAAI

A. Marra; S. Morganti; F. Pareja; G. Campanella; F. Bibeau; T. Fuchs; M. Loda; A. Parwani; A. Scarpa; J.S. Reis-Filho; G. Curigliano; C. Marchiò; J.N. Kather

A clinical benchmark of public self-supervised pathology foundation models 公共病理自监督基础模型的临床基准

Nature Communications

IF15.7

2025-04-17

OAAI

Gabriele Campanella; Shengjia Chen; Manbir Singh; Ruchika Verma; Silke Muehlstedt; Jennifer Zeng; Aryeh Stock; Matt Croken; Brandon Veremis; Abdulkadir Elmas; Ivan Shujski; Noora Neittaanmäki; Kuan-lin Huang; Ricky Kwan; Jane Houldsworth; Adam J. Schoenfeld; Chad Vanderbilt

EGFR evaluation in non-small cell lung cancer: An artificial intelligence approach to pre-molecular analysis EGFR评估在非小细胞肺癌中的应用：一种用于分子分析前的人工智能方法

ANNALS OF ONCOLOGY

IF65.4

2024-09-01

PREAI

Vanderbilt, C. M.; Nanda, S.; Singi, S.; Gupta, R.; Goldgof, G.; Ardon, O.; Elkrief, A.; Fuchs, T.; Campanella, G.; Hameed, M.; Dogan, A.; Kumar, N.

Deep learning for [18F]fluorodeoxyglucose-PET-CT classification in patients with lymphoma: a dual-centre retrospective analysis

LANCET DIGITAL HEALTH

IF24.1

2024-02-01

OAAI

Haggstrom, Ida; Leithner, Doris; Alven, Jennifer; Campanella, Gabriele; Abusamra, Murad; Zhang, Honglei; Chhabra, Shalini; Beer, Lucian; Haug, Alexander; Salles, Gilles; Raderer, Markus; Staber, Philipp B.; Becker, Anton; Hricak, Hedvig; Fuchs, Thomas J.; Schoeder, Heiko; Mayerhoefer, Marius E.

CXCR3 requires tyrosine sulfation for ligand binding and a second extracellular loop arginine residue for ligand-induced chemotaxis

MOLECULAR AND CELLULAR BIOLOGY

IF2.7

2023-03-27

142

OAAI

Colvin, Richard A.; Campanella, Gabriele S. V.; Manice, Lindsay A.; Luster, Andrew D.

Interpretable deep learning of myelin histopathology in age-related cognitive impairment 年龄相关性认知障碍中髓鞘组织病理学的可解释深度学习

ACTA NEUROPATHOLOGICA COMMUNICATIONS

IF5.7

2022-09-21

OAAI

McKenzie, Andrew T.; Marx, Gabriel A.; Koenigsberg, Daniel; Sawyer, Mary; Iida, Megan A.; Walker, Jamie M.; Richardson, Timothy E.; Campanella, Gabriele; Attems, Johannes; McKee, Ann C.; Stein, Thor D.; Fuchs, Thomas J.; White, Charles L., III; Farrell, Kurt; Crary, John F.

Deep Learning for Basal Cell Carcinoma Detection for Reflectance Confocal Microscopy

JOURNAL OF INVESTIGATIVE DERMATOLOGY

IF5.7

2022-01-01

OAAI

Campanella, Gabriele; Navarrete-Dechent, Cristian; Liopyris, Konstantinos; Monnier, Jilliana; Aleissa, Saud; Minhas, Brahmteg; Scope, Alon; Longo, Caterina; Guitera, Pascale; Pellacani, Giovanni; Kose, Kivanc; Halpern, Allan C.; Fuchs, Thomas J.; Jain, Manu

A deep learning algorithm with high sensitivity for the detection of basal cell carcinoma in Mohs micrographic surgery frozen sections

JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

IF11.8

2021-11-01

OAAI

Campanella, Gabriele; Nehal, Kishwer S.; Lee, Erica H.; Rossi, Anthony; Possum, Brandon; Manuel, Genna; Fuchs, Thomas J.; Busam, Klaus J.

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images 在整个幻灯片图像上使用弱监督深度学习的临床级计算病理学

NATURE MEDICINE

IF50

2019-07-15

1.4K

OAAI

Campanella, Gabriele; Hanna, Matthew G.; Geneslaw, Luke; Miraflor, Allen; Silva, Vitor Werneck Krauss; Busam, Klaus J.; Brogi, Edi; Reuter, Victor E.; Klimstra, David S.; Fuchs, Thomas J.

DeepPET: A deep encoder-decoder network for directly solving the PET image reconstruction inverse problem

MEDICAL IMAGE ANALYSIS

IF11.8

2019-05-01

212

OAAI

Haggstrom, Ida; Schmidtlein, C. Ross; Campanella, Gabriele; Fuchs, Thomas J.

Towards machine learned quality control: A benchmark for sharpness quantification in digital pathology

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2018-04-01

OAAI

Campanella, Gabriele; Rajanna, Arjun R.; Corsale, Lorraine; Schuffler, Peter J.; Yagi, Yukako; Fuchs, Thomas J.

Structural and Thermodynamic Properties of Nanoparticle Protein Complexes: A Combined SAXS and SANS Study

LANGMUIR

IF3.9

2017-02-20

OAAI

Spinozzi, Francesco; Ceccone, Giacomo; Moretti, Paolo; Campanella, Gabriele; Ferrero, Claudio; Combet, Sophie; Ojeajimenez, Isaac; Ghigna, Paolo

Inhibition of pulmonary fibrosis in mice by CXCL10 requires glycosaminoglycan binding and syndecan-4

JOURNAL OF CLINICAL INVESTIGATION

IF13.6

2010-06-01

144

OAAI

Jiang, Dianhua; Liang, Jiurong; Campanella, Gabriele S.; Guo, Rishu; Yu, Shuang; Xie, Ting; Liu, Ningshan; Jung, Yoosun; Homer, Robert; Meltzer, Eric B.; Li, Yuejuan; Tager, Andrew M.; Goetinck, Paul F.; Luster, Andrew D.; Noble, Paul W.

Synaptotagmin-mediated vesicle fusion regulates cell migration

NATURE IMMUNOLOGY

IF27.6

2010-05-16

104

OAAI

Colvin, Richard A.; Means, Terry K.; Diefenbach, Thomas J.; Moita, Luis F.; Friday, Robert P.; Sever, Sanja; Campanella, Gabriele S. V.; Abrazinski, Tabitha; Manice, Lindsay A.; Moita, Catarina; Andrews, Norma W.; Wu, Dianqing; Hacohen, Nir; Luster, Andrew D.

研究方向