Data Science and Artificial Intelligence

Data Science and Artificial Intelligence Workshop (April 2021)

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Tuesday April 20th, 2021

9:15am - 16:45pm


Virtual, via Webex


Session 1 (Moderator: Nicolas Padoy)
09:15 - 09:35 Long presentation Amina Ben Hamida SDC Deep learning for colon cancer histopathological images : Supervised Classification of sparsely annotated WSI
09:35 - 09:55 Long presentation Pietro Mascagni AVR A surgical data science journey for safe laparoscopic cholecystectomy
09:55 - 10:15 Long presentation Michal Parusinskli SERTIT Time series analysis of satellite imagery using MLP to detect and date first occurence of bark beetle attacks and forest clean cuts
10:15 - 10:25 Short presentation Zeeshan Nisar SDC Self-Regularized Deep Learning in the presence of Limited data for Medical Imaging
10:25 - 10:35 Short presentation Julien Narboux IGG Automatic formalization of geometric statements
Break (25mn)
Session 2 (Moderator: Vincent Noblet)
11:00 - 11:20 Long presentation Luca Sestini AVR A Kinematic Bottleneck approach for Pose Regression of Surgical Instruments directly from Images
11:20 - 11:40 Long presentation Kaifeng Zou IMAGeS Towards interpretation of sex classification results from hip bone with a disentangled variational auto-encoder
11:40 - 11:50 Short presentation Nicolas Scalzitti CSTB Prediction of splice sites using an evolutionary algorithm
11:50 - 12:00 Short presentation Cyril Meyer IMAGeS Automatic multi class organelle segmentation for cellular FIB-SEM images
Lunch (2h)
Session 3 (Moderator: Cédric Wemmert)
14:00 - 14:20 Long presentation Anna Cazzaniga AVR Robotic needle steering in deformable tissues with extreme learning machines
14:20 - 14:40 Long presentation Hyewon Seo MLMS DSNet: Dynamic skin deformation by Recurrent Neural Network
14:40 - 15:00 Long presentation Bonan Cuan SDC Unsupervised Cell Recognition in Cerebral Histopathological Images
15:00 - 15:10 Short presentation Aurélie Leborgne IMAGeS Analysis of brain functional connectivity by frequent pattern mining in graphs. Application to the characterization of murine models
15:10 - 15:20 Short presentation Yasser Ghoulam SMH Intelligent power sharing of a hybrid source
Break (25mn)
Session 4 (Moderator: Nicolas Padoy)
15:45 - 16:05 Long presentation Mihailo Obrenovic SDC Learning Domain invariant Representation of Heterogeneous Image Data
16:05 - 16:25 Long presentation Rongrong Liu MLMS Making sense of thousands of sensor data
16:25 - 16:35 Short presentation Arnadi Murtiyoso TRIO Semantic segmentation for building façade 3D point cloud from 2D orthophoto images using transfer learning
16:35 - 16:45 Short presentation Erin Johns IMAGeS Artificial intelligence in clinical pharmacy


- The workshop will be held in English
- Long presentation are 20mn (15mn talk + 5mn questions)
- Short presentation are 8mn (5mn talk + 3mn questions)