BIO-L2: Biological Image Analysis |
| Session Type: Lecture |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Ihor Smal, Erasmus University Medical Center |
| BIO-L2.1: AUGMENTING MOLECULAR IMAGES WITH VECTOR REPRESENTATIONS AS A FEATURIZATION TECHNIQUE FOR DRUG CLASSIFICATION |
| Daniel de Marchi; University of North Carolina |
| Amarjit Budhiraja; University of North Carolina - Chapel Hill |
| BIO-L2.2: MULTI-MODAL SELF-SUPERVISED PRE-TRAINING FOR JOINT OPTIC DISC AND CUP SEGMENTATION IN EYE FUNDUS IMAGES |
| Álvaro S. Hervella; Universidade da Coruña |
| Lucía Ramos; Universidade da Coruña |
| José Rouco; Universidade da Coruña |
| Jorge Novo; Universidade da Coruña |
| Marcos Ortega; Universidade da Coruña |
| BIO-L2.3: DENSE MAPPING OF INTRACELLULAR DIFFUSION AND DRIFT FROM SINGLE-PARTICLE TRACKING DATA ANALYSIS |
| Antoine Salomon; Inria |
| Cesar Augusto Valades-Cruz; Inria |
| Ludovic Leconte; CNRS/Institut Curie |
| Charles Kervrann; Inria |
| BIO-L2.4: A DEEP GRADIENT BOOSTING NETWORK FOR OPTIC DISC AND CUP SEGMENTATION |
| Qing Liu; Central South University |
| Beiji Zou; Central South University |
| Yang Zhao; Central South University |
| Yixiong Liang; Central South University |
| BIO-L2.5: ADAPTIVE ELASTIC LOSS BASED ON PROGRESSIVE INTER-CLASS ASSOCIATION FOR CERVICAL HISTOLOGY IMAGE SEGMENTATION |
| Zhu Meng; Beijing University of Posts and Telecommunications |
| Zhicheng Zhao; Beijing University of Posts and Telecommunications |
| Fei Su; Beijing University of Posts and Telecommunications |
| Weibao Wang; Singularity.AI Technology Co., Ltd |
| BIO-L2.6: A BIDIRECTIONAL CONTEXT PROPAGATION NETWORK FOR URINE SEDIMENT PARTICLE DETECTION IN MICROSCOPIC IMAGES |
| Meng Yan; Central South University |
| Qing Liu; Central South University |
| Zhihua Yin; Central South University |
| Du Wang; Central South University |
| Yixiong Liang; Central South University |