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会议文集


文集名Medical Image Learning with Limited and Noisy Data
会议名1st Workshop on Medical Image Learning with Limited and Noisy Data (MILLanD 2022), Held in Conjunction with MICCAI 2022
中译名《第一届有限噪声数据下的医学图像学习讨论会》
会议日期September 22, 2022
会议地点Singapore, Singapore
出版年2022
馆藏号345020


题名作者出版年
Heatmap Regression for Lesion Detection Using Pointwise AnnotationsChelsea Myers-Colet; Julien Schroeter; Douglas L. Arnold; Tal Arbel2022
Partial Annotations for the Segmentation of Large Structures with Low Annotation CostBella Specktor Fadida; Daphna Link Sourani; Liat Ben Sira; Elka Miller; Dafna Ben Bashat; Leo Joskowicz2022
Abstraction in Pixel-wise Noisy Annotations Can Guide Attention to Improve Prostate Cancer Grade AssessmentHyeongsub Kim; Seo Taek Kong; Hongseok Lee; Kyungdoc Kim; Kyu-Hwan Jung2022
Meta Pixel Loss Correction for Medical Image Segmentation with Noisy LabelsZhuotong Cai; Jingmin Xin; Peiwen Shi; Sanping Zhou; Jiayi Wu; Nanning Zheng2022
Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer PredictionHanxiao Zhang; Xiao Gu; Minghui Zhang; Weihao Yu; Liang Chen; Zhexin Wang; Feng Yao; Yun Gu; Guang-Zhong Yang2022
Universal Lesion Detection and Classification Using Limited Data and Weakly-Supervised Self-trainingVarun Naga; Tejas Sudharshan Mathai; Angshuman Paul; Ronald M. Summers2022
BoxShrink: From Bounding Boxes to Segmentation MasksMichael Groger; Vadim Borisov; Gjergji Kasneci2022
Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 DiagnosisXiao Qi; David J. Foran; John L. Nosher; Ilker Hacihaliloglu2022
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRISara Atito; Syed Muhammad Anwar; Muhammad Awais; Josef Kittler2022
Optimizing Transformations for Contrastive Learning in a Differentiable FrameworkCamille Ruppli; Pietro Gori; Roberto Ardon; Isabelle Bloch2022
Stain Based Contrastive Co-training for Histopathological Image AnalysisBodong Zhang; Beatrice Knudsen; Deepika Sirohi; Alessandro Ferrero; Tolga Tasdizen2022
CLINICAL: Targeted Active Learning for Imbalanced Medical Image ClassificationSuraj Kothawade; Atharv Savarkar; Venkat Iyer; Ganesh Ramakrishnan; Rishabh Iyer2022
Real Time Data Augmentation Using Fractional Linear Transformations in Continual LearningArijit Patra2022
DIAGNOSE: Avoiding Out-of-Distribution Data Using Submodular Information MeasuresSuraj Kothawade; Akshit Shrivastava; Venkat Iyer; Ganesh Ramakrishnan; Rishabh Iyer2022
Auto-segmentation of Hip Joints Using MultiPlanar UNet with Transfer LearningPeidi Xu; Faezeh Moshfeghifar; Torkan Gholamalizadeh; Michael Bachmann Nielsen; Kenny Erleben; Sune Darkner2022
Asymmetry and Architectural Distortion Detection with Limited Mammography DataZhenjie Cao; Xiaoyun Zhou; Yuxing Tang; Mei Han; Jing Xiao; Jie Ma; Peng Chang2022
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CTPeter D. Erickson; Tejas Sudharshan Mathai; Ronald M. Summers2022
CVAD: An Anomaly Detector for Medical Images Based on Cascade VAEXiaoyuan Guo; Judy Wawira Gichoya; Saptarshi Purkayastha; Imon Banerjee2022
Visual Field Prediction with Missing and Noisy Data Based on Distance-Based LossQuang T. M. Pham; Jong Chul Han; Jitae Shin2022
Image Quality Classification for Automated Visual Evaluation of Cervical PrecancerZhiyun Xue; Sandeep Angara; Peng Guo; Sivaramakrishnan Rajaraman; Jose Jeronimo; Ana Cecilia Rodriguez; Karla Alfaro; Kittipat Charoenkwan; Chemtai Mungo; Joel Fokom Domgue; Nicolas Wentzensen; Kanan T. Desai; Kayode Olusegun Ajenifuja; Elisabeth Wikstrom; Brian Befano; Silvia de Sanjose; Mark Schiffman; Sameer Antani2022
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