Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images

Marginal loss and exclusion loss for partially supervised multi-organ segmentation

(2021) Gonglei Shi et al.   MEDICAL IMAGE ANALYSIS

Diagnosis of skin diseases in the era of deep learning and mobile technology

(2021) Evgin Goceri   COMPUTERS IN BIOLOGY AND MEDICINE

Label-Free Segmentation of COVID-19 Lesions in Lung CT

(2021) Qingsong Yao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection

(2020) Adam Bernheim et al.   RADIOLOGY

Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases

(2020) Tao Ai et al.   RADIOLOGY

Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography

(2020) Kang Zhang et al.   CELL

A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images

(2020) Guotai Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT

(2020) Xinggang Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

(2020) Deng-Ping Fan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation

(2020) Nima Tajbakhsh et al.   MEDICAL IMAGE ANALYSIS

Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning

(2020) Xiaoming Liu et al.   IEEE Journal of Selected Topics in Signal Processing

Deep learning based classification of facial dermatological disorders

(2020) Evgin Goceri   COMPUTERS IN BIOLOGY AND MEDICINE

Towards Data‐Efficient Learning: A Benchmark for COVID‐19 CT Lung and Infection Segmentation

(2020) Jun Ma et al.   MEDICAL PHYSICS

Transformation-Consistent Self-Ensembling Model for Semisupervised Medical Image Segmentation

(2020) Xiaomeng Li et al.   IEEE Transactions on Neural Networks and Learning Systems

BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks

(2019) Jingfan Fan et al.   MEDICAL IMAGE ANALYSIS

A survey on semi-supervised learning

(2019) Jesper E. van Engelen et al.   MACHINE LEARNING

CapsNet topology to classify tumours from brain images and comparative evaluation

(2019) Evgin Goceri   IET Image Processing

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

(2018) Xiaomeng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Detecting Anatomical Landmarks From Limited Medical Imaging Data Using Two-Stage Task-Oriented Deep Neural Networks

(2017) Jun Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

DeepCut: Object Segmentation From Bounding Box Annotations Using Convolutional Neural Networks

(2017) Martin Rajchl et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Mass classification of benign and malignant with a new twin support vector machine joint $${l_{2,1}}$$ l 2 , 1 -norm

(2017) Xiaoming Liu et al.   International Journal of Machine Learning and Cybernetics