Germain Forestier - Publications, H-index & Citations

Germain Forestier

universites de strasbourg etablissements associes

35H指数

207论文数

8.3K被引数

收录论文 35

发表时间

Multitemporal and multimodal cross-region fine-tuning: MultiSenGE and MultiSenNA applications 多时相多模态跨区域微调：MultiSenGE和MultiSenNA应用

Remote Sensing Letters

IF1.5

2026-01-02

PREAI

Wenger, Romain; Puissant, Anne; Forestier, Germain

Time Series Machine Learning with Aeon: Classification and Regression 基于Aeon的时间序列机器学习：分类与回归

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X

IF0

2026-01-01

PREAI

Middlehurst, Matthew; Bagnall, Anthony; Forestier, Germain; Ismail-Fawaz, Ali; Guillaume, Antoine

Automatic detection of in-stream river wood from random forest machine learning and exogenous indices using very high-resolution aerial imagery 利用非常高的分辨率航空影像，通过随机森林机器学习和外源指数对河流中的漂流木材进行自动检测

ENVIRONMENTAL MODELLING & SOFTWARE

IF4.6

2025-05-01

OAAI

Grimmer, Gauthier; Wenger, Romain; Forestier, Germain; Chardon, Valentin

Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics 建立人类运动生成的统一评估框架：指标的对比分析

COMPUTER VISION AND IMAGE UNDERSTANDING

IF3.5

2025-03-01

OAAI

Ismail-Fawaz, Ali; Devanne, Maxime; Berretti, Stefano; Weber, Jonathan; Forestier, Germain

Look into the LITE in deep learning for time series classification

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2025-01-07

OAAI

Ismail-Fawaz, Ali; Devanne, Maxime; Berretti, Stefano; Weber, Jonathan; Forestier, Germain

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey

ACM COMPUTING SURVEYS

IF28

2024-04-25

OAAI

Foumani, Navid Mohammadi; Miller, Lynn; Tan, Chang Wei; Webb, Geoffrey I.; Forestier, Germain; Salehi, Mahsa

Time series adversarial attacks: an investigation of smooth perturbations and defense approaches

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2023-10-24

OAAI

Pialla, Gautier; Fawaz, Hassan Ismail; Devanne, Maxime; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain; Bergmeir, Christoph; Schmidt, Daniel F.; Webb, Geoffrey I.; Forestier, Germain

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation 使用注意力门的弱监督学习用于结肠癌组织病理学图像分割

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2022-11-01

OAAI

Ben Hamida, A.; Devanne, M.; Weber, J.; Truntzer, C.; Derangere, V; Ghiringhelli, F.; Forestier, G.; Wemmert, C.

U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2022-03-31

OAAI

Wenger, Romain; Puissant, Anne; Weber, Jonathan; Idoumghar, Lhassane; Forestier, Germain

Surgical data science-from concepts toward clinical translation 外科数据科学-从概念到临床翻译

MEDICAL IMAGE ANALYSIS

IF11.8

2022-02-01

135

OAAI

Maier-Hein, Lena; Eisenmann, Matthias; Sarikaya, Duygu; Maerz, Keno; Collins, Toby; Malpani, Anand; Fallert, Johannes; Feussner, Hubertus; Giannarou, Stamatia; Mascagni, Pietro; Nakawala, Hirenkumar; Park, Adrian; Pugh, Carla; Stoyanov, Danail; Vedula, Swaroop S.; Cleary, Kevin; Fichtinger, Gabor; Forestier, Germain; Gibaud, Bernard; Grantcharov, Teodor; Hashizume, Makoto; Heckmann-Noetzel, Doreen; Kenngott, Hannes G.; Kikinis, Ron; Muendermann, Lars; Navab, Nassir; Onogur, Sinan; Ross, Tobias; Sznitman, Raphael; Taylor, Russell H.; Tizabi, Minu D.; Wagner, Martin; Hager, Gregory D.; Neumuth, Thomas; Padoy, Nicolas; Collins, Justin; Gockel, Ines; Goedeke, Jan; Hashimoto, Daniel A.; Joyeux, Luc; Lam, Kyle; Leff, Daniel R.; Madani, Amin; Marcus, Hani J.; Meireles, Ozanan; Seitel, Alexander; Teber, Dogu; Ueckert, Frank; Mueller-Stich, Beat P.; Jannin, Pierre; Speidel, Stefanie

An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-01

OAAI

Merveille, Odyssee; Lampert, Thomas; Schmitz, Jessica; Forestier, Germain; Feuerhake, Friedrich; Wemmert, Cedric

Deep learning for colon cancer histopathological images analysis 深度学习在结肠癌组织病理图像分析中的应用

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-09-01

OAAI

Ben Hamida, A.; Devanne, M.; Weber, J.; Truntzer, C.; Derangere, V; Ghiringhelli, F.; Forestier, G.; Wemmert, C.

Deconstructing the diagnostic reasoning of human versus artificial intelligence

CANADIAN MEDICAL ASSOCIATION JOURNAL

IF11.3

2019-12-01

OAAI

Pelaccia, Thierry; Forestier, Germain; Wemmert, Cedric

A review of alignment based similarity measures for web usage mining

ARTIFICIAL INTELLIGENCE REVIEW

IF13.9

2019-05-28

OAAI

Luu, Vinh-Trung; Forestier, Germain; Weber, Jonathan; Bourgeois, Paul; Djelil, Fahima; Muller, Pierre-Alain

Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-05-01

OAAI

Grote, Anne; Schaadt, Nadine S.; Forestier, Germain; Wemmert, Cedric; Feuerhake, Friedrich

Surgical motion analysis using discriminative interpretable patterns

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2018-09-01

OAAI

Forestier, Germain; Petitjean, Francois; Senin, Pavel; Despinoy, Fabien; Huaulme, Arnaud; Fawaz, Hassan Ismail; Weber, Jonathan; Idoumghar, Lhassane; Muller, Pierre-Alain; Jannin, Pierre

Finding discriminative and interpretable patterns in sequences of surgical activities 在手术活动序列中找到可区分和可解释的模式

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2017-10-01

OAAI

Forestier, Germain; Petitjean, Francois; Senin, Pavel; Riffaud, Laurent; Henaux, Pierre-Louis; Jannin, Pierre

Surgical data science for next-generation interventions 下一代干预的外科数据科学

NATURE BIOMEDICAL ENGINEERING

IF26.6

2017-09-12

289

PREAI

Maier-Hein, Lena; Vedula, Swaroop S.; Speidel, Stefanie; Navab, Nassir; Kikinis, Ron; Park, Adrian; Eisenmann, Matthias; Feussner, Hubertus; Forestier, Germain; Giannarou, Stamatia; Hashizume, Makoto; Katic, Darko; Kenngott, Hannes; Kranzfelder, Michael; Malpani, Anand; Maerz, Keno; Neumuth, Thomas; Padoy, Nicolas; Pugh, Carla; Schoch, Nicolai; Stoyanov, Danail; Taylor, Russell; Wagner, Martin; Hager, Gregory D.; Jannin, Pierre

Automatic matching of surgeries to predict surgeons' next actions

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2017-09-01

OAAI

Forestier, Germain; Petitjean, Francois; Riffaud, Laurent; Jannin, Pierre

Image analysis of immune cell patterns in the human mammary gland during the menstrual cycle refines lymphocytic lobulitis

BREAST CANCER RESEARCH AND TREATMENT

IF3

2017-04-25

OAAI

Schaadt, Nadine S.; Alfonso, Juan Carlos Lopez; Schoenmeyer, Ralf; Grote, Anne; Forestier, Germain; Wemmert, Cedric; Kroenke, Nicole; Stoeckelhuber, Mechthild; Kreipe, Hans H.; Hatzikirou, Haralampos; Feuerhake, Friedrich

研究方向