Checklist for responsible deep learning modeling of medical images based
on COVID-19 detection studies

Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies

11 December 2020

Weronika Hryniewska

Przemysław Bombiński

Paulina Tomaszewska

A. Przelaskowski

Papers citing "Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies"

18 / 18 papers shown

Title
SPECT Imaging Reconstruction Method Based on Deep Convolutional Neural Network C. Chrysostomou L. Koutsantonis Christos Lemesios C. Papanicolas 30 9 0 19 Oct 2020
Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs N. Albert 26 3 0 30 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 57 37 0 08 Jun 2020
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images Siham Tabik A. Gómez-Ríos J. L. Martín-Rodríguez I. Sevillano-García M. Rey-Area ... J. Luengo M. A. Valero-González P. García-Villanova E. Olmedo-Sánchez Francisco Herrera 44 271 0 02 Jun 2020
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning Joseph Paul Cohen Lan Dao Paul Morrison Karsten Roth Yoshua Bengio ... A. Abbasi M. Hoshmand-Kochi Marzyeh Ghassemi Haifang Li T. Duong 56 224 0 24 May 2020
Dual-Sampling Attention Network for Diagnosis of COVID-19 from Community Acquired Pneumonia Xi Ouyang Jiayu Huo L. Xia F. Shan Jun Liu ... Xiaohuan Cao Yaozong Gao Dijia Wu Qian Wang Dinggang Shen 52 311 0 06 May 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 54 379 0 15 Apr 2020
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets Y. Oh Sangjoon Park J. C. Ye 63 695 0 13 Apr 2020
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection Biraja Ghoshal A. Tucker UQCV OOD 49 378 0 22 Mar 2020
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images Linda Wang A. Wong OOD 99 2,502 0 22 Mar 2020
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis Ophir Gozes Maayan Frid-Adar H. Greenspan P. Browning Huangqi Zhang W.-B. Ji Adam Bernheim E. Siegel OOD 47 799 0 10 Mar 2020
ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung Sarthak Jain Nazneen Rajani Eric P. Lehman Caiming Xiong R. Socher Byron C. Wallace 105 637 0 08 Nov 2019
Cats or CAT scans: transfer learning from natural or medical image source datasets? Veronika Cheplygina OOD MedIm 59 58 0 12 Oct 2018
What do we need to build explainable AI systems for the medical domain? Andreas Holzinger Chris Biemann C. Pattichis D. Kell 66 689 0 28 Dec 2017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 78 2,699 0 14 Nov 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 68 1,189 0 28 Aug 2017
Modality-bridge Transfer Learning for Medical Image Classification Hak Gu Kim Yeoreum Choi Yong Man Ro MedIm 43 31 0 10 Aug 2017
Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data S. Jaiswal Michel Valstar Alinda Gillott D. Daley 32 70 0 07 Dec 2016

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.