2021 IEEE International Conference on Image Processing
19-22 September 2021 • Anchorage, Alaska, USA
Imaging Without Borders
All times are in Alaska local time (AKDT/UTC−08:00)
MLR-APPL-BSIP: Machine learning for biomedical signal and image processing |
| Interactive Q&A Time: Wednesday, September 22, 08:00 - 09:30 |
| Session Chair: Parvaneh Saeedi, Simon Fraser University |
| MLR-APPL-BSIP.1: DISTRIBUTIONAL SHIFTS IN AUTOMATED DIABETIC RETINOPATHY SCREENING |
| Jay Nandy; National University of Singapore |
| Wynne Hsu; National University of Singapore |
| Mong Li Lee; National University of Singapore |
| MLR-APPL-BSIP.2: IMPROVING IMAGE QUALITY IN LOW-FIELD MRI WITH DEEP LEARNING |
| Armando Garcia Hernandez; AIx-Marseille université |
| Pierre Fau; Institut Paoli-Calmettes |
| Stanislas Rapacchi; Aix-Marseille Université |
| Julien Wojak; Aix-Marseille Université |
| Hugues Mailleux; Institut Paoli-Calmettes |
| Mohamed Benkreira; Institut Paoli-Calmettes |
| Mouloud Adel; Aix-Marseille Université |
| MLR-APPL-BSIP.3: EEG BASED VISUAL CLASSIFICATION WITH MULTI-FEATURE JOINT LEARNING |
| Xin Ma; Tsinghua University |
| Yiping Duan; Tsinghua University |
| Shuzhan Hu; Tsinghua University |
| Xiaoming Tao; Tsinghua University |
| Ning Ge; Tsinghua University |
| MLR-APPL-BSIP.4: DEPRESSION DETECTION BY COMBINING EYE MOVEMENT WITH IMAGE SEMANTICS |
| Yuxin Lin; University of Science and Technology Beijing |
| Huimin Ma; University of Science and Technology Beijing |
| Zeyu Pan; Tsinghua University |
| Rongquan Wang; University of Science and Technology Beijing |
| MLR-APPL-BSIP.5: DISENTANGLED REPRESENTATION LEARNING FOR DEEP MR TO CT SYNTHESIS USING UNPAIRED DATA |
| Runze Wang; Shanghai Jiao Tong University |
| Guoyan Zheng; Shanghai Jiao Tong University |
| MLR-APPL-BSIP.6: EFFORT-FREE AUTOMATED SKELETAL ABNORMALITY DETECTION OF RAT FETUSES ON WHOLE-BODY MICRO-CT SCANS |
| Akihiro Fukuda; LPIXEL Inc. |
| Changhee Han; LPIXEL Inc. |
| Kazumi Hakamada; LPIXEL Inc. |
| MLR-APPL-BSIP.7: EXPLAINING 3D CNNS FOR ALZHEIMER'S DISEASE CLASSIFICATION ON SMRI IMAGES WITH MULTIPLE ROIS |
| Meghna P Ayyar; University of Bordeaux, Laboratoire Bordelais de Recherche en Informatique |
| Jenny Benois-Pineau; University of Bordeaux, Laboratoire Bordelais de Recherche en Informatique |
| Akka Zemmari; University of Bordeaux, Laboratoire Bordelais de Recherche en Informatique |
| Gwenaelle Catheline; Centre national de la recherche scientifique, Institut de Neurosciences Cognitives et Intégratives d’Aquitaine |
| MLR-APPL-BSIP.8: A DEEP LEARNING APPROACH FOR PREDICTION OF IVF IMPLANTATION OUTCOME FROM DAY 3 AND DAY 5 TIME-LAPSE HUMAN EMBRYO IMAGE SEQUENCES |
| Mehryar Abbasi; Simon Fraser University |
| Parvaneh Saeedi; Simon Fraser University |
| Jason Au; Pacific Centre for Reproductive Medicine |
| Jon Havelock; Pacific Centre for Reproductive Medicine |
| MLR-APPL-BSIP.9: ADVANCED DEEP NETWORK WITH ATTENTION AND GENETIC-DRIVEN REINFORCEMENT LEARNING LAYER FOR AN EFFICIENT CANCER TREATMENT OUTCOME PREDICTION |
| Francesco Rundo; STMicroelectronics |
| Giuseppe Luigi Banna; Queen Alexandra Hospital |
| Francesca Trenta; University of Catania |
| Sebastiano Battiato; University of Catania |
| MLR-APPL-BSIP.10: LIVER TUMOR DETECTION VIA A MULTI-SCALE INTERMEDIATE MULTI-MODAL FUSION NETWORK ON MRI IMAGES |
| Chao Pan; Tongji University |
| Peiyun Zhou; Zhongshan Hospital, Fudan University |
| Jingru Tan; Tongji University |
| Baoye Sun; Zhongshan Hospital, Fudan University |
| Ruoyu Guan; Zhongshan Hospital, Fudan University |
| Zhutao Wang; Zhongshan Hospital, Fudan University |
| Ye Luo; Tongji University |
| Jianwei Lu; Tongji University |
| MLR-APPL-BSIP.11: ENHANCING ALZHEIMER'S DISEASE DIAGNOSIS VIA HIERARCHICAL 3D-FCN WITH MULTI-MODAL FEATURES |
| Chao Liu; Peking University |
| Xiaodong Yang; Peking University |
| Dading Chong; Peking University |
| Wenwu Wang; University of Surrey |
| Liang Li; Peking University |
| MLR-APPL-BSIP.12: TURNIP: TIME-SERIES U-NET WITH RECURRENCE FOR NIR IMAGING PPG |
| Armand Comas-Massagué; Northeastern University |
| Tim Marks; Mitsubishi Electric Research Laboratories (MERL) |
| Hassan Mansour; Mitsubishi Electric Research Laboratories (MERL) |
| Suhas Lohit; Mitsubishi Electric Research Laboratories (MERL) |
| Yechi Ma; Princeton University |
| Xiaoming Liu; Michigan State University |