Sachin Mehta

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Publications (14)

• End-to-End diagnosis of breast biopsy images with transformers
  Medical Image Analysis 2022 DOI: 10.1016/j.media.2022.102466
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• DiCENet: Dimension-Wise Convolutions for Efficient Networks
  IEEE Transactions on Pattern Analysis and Machine Intelligence 2022 DOI: 10.1109/TPAMI.2020.3041871
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• Scale-Aware Transformers for Diagnosing Melanocytic Lesions
  IEEE Access 2021 DOI: 10.1109/ACCESS.2021.3132958
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• MLCD: A Unified Software Package for Cancer Diagnosis
  JCO Clinical Cancer Informatics 2020 DOI: 10.1200/cci.19.00129
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• DeFINE: Deep Factorized Input Token Embeddings for Neural Sequence Modeling
  International Conference on Learning Representations 2020
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• A Facial Affect Analysis System for Autism Spectrum Disorder
  2019 IEEE International Conference on Image Processing (ICIP) 2019 DOI: 10.1109/icip.2019.8803604
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• Assessment of Machine Learning of Breast Pathology Structures for Automated Differentiation of Breast Cancer and High-Risk Proliferative Lesions
  JAMA Network Open 2019 DOI: 10.1001/jamanetworkopen.2019.8777
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• ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network
  2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019 DOI: 10.1109/cvpr.2019.00941
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• 3D-ESPNet with Pyramidal Refinement for Volumetric Brain Tumor Image Segmentation
  Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries 2019 DOI: 10.1007/978-3-030-11726-9_22
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• Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
  Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 2018 DOI: 10.1007/978-3-030-00934-2_99
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