Deep Multimodal Guidance for Medical Image Classification

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Deep Multimodal Guidance for Medical Image Classification

10 March 2022

Ghassan Hamarneh

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Papers citing "Deep Multimodal Guidance for Medical Image Classification"

12 / 12 papers shown

Title
Deep Orthogonal Fusion: Multimodal Prognostic Biomarker Discovery Integrating Radiology, Pathology, Genomic, and Clinical Data Nathaniel Braman Jacob Gordon Emery T. Goossens Caleb Willis Martin C. Stumpe Jagadish Venkataraman 46 65 0 01 Jul 2021
Knowledge distillation from multi-modal to mono-modal segmentation networks Minhao Hu Matthis Maillard Ya Zhang Tommaso Ciceri Giammarco La Barbera Isabelle Bloch Pietro Gori 69 130 0 17 Jun 2021
Variational Knowledge Distillation for Disease Classification in Chest X-Rays Tom van Sonsbeek Xiantong Zhen M. Worring Ling Shao 26 13 0 19 Mar 2021
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li Lequan Yu Shujun Wang Pheng-Ann Heng 65 105 0 04 Oct 2020
Metrics for Multi-Class Classification: an Overview Margherita Grandini Enrico Bagli Giorgio Visani VLM 57 925 0 13 Aug 2020
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images Ming Y. Lu Drew F. K. Williamson Tiffany Y. Chen Richard J. Chen Matteo Barbieri Faisal Mahmood 130 1,330 0 20 Apr 2020
Unpaired Multi-modal Segmentation via Knowledge Distillation Qi Dou Quande Liu Pheng Ann Heng Ben Glocker 74 178 0 06 Jan 2020
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis Richard J. Chen Ming Y. Lu Jingwen Wang Drew F. K. Williamson S. Rodig N. Lindeman Faisal Mahmood 67 411 0 18 Dec 2019
ASR is all you need: cross-modal distillation for lip reading Triantafyllos Afouras Joon Son Chung Andrew Zisserman 58 135 0 28 Nov 2019
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild Samuel Albanie Arsha Nagrani Andrea Vedaldi Andrew Zisserman CVBM 78 271 0 16 Aug 2018
Seeing Voices and Hearing Faces: Cross-modal biometric matching Arsha Nagrani Samuel Albanie Andrew Zisserman CVBM 99 220 0 01 Apr 2018
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 124 2,945 0 26 May 2017