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Datasets and challenges summary of the cheset and abdomen

Chest & Abdomen

Chest & Abdomen

Datasets and challenges summary of the chest and abdomen organ segmentation tasks.

Index Name Year Modality Organ
108 Multi-Centre, Multi-Vendor & Multi-Disease Cardiac Image Segmentation Challenge 2020 MRI heart
109 Automated Segmentation of Coronary Arteries 2020 CCTA coronary arteries
110 C4KC-KiTS (TCIA) 2019 CT kidney
111 MS-CMRSeg 2019 2019 MRI (T1, T2) heart
112 CAMUS Cardiac Acquisitions for Multi-structure Ultrasound Segmentation 2019 Ultrasound heart
113 CT-ORG: CT volumes with multiple organ segmentations 2019 CT lung, bones, liver, kidneys and bladder
114 CHAOS 2019 CT, MR (T1, T2w) liver, kidney, spleen
115 SegTHOR 2019 CT heart, aorta, trachea, esophagus
116 Medical Segmentation Decathlon 2019 CR, MR liver, brain, hippocampus, lung, prostate, cardiac, pancreas, colon, etc.
117 PAVES 2018 MRI vein
118 Lung Masks for Shenzhen Hospital Chest X-ray Set 2018 X-ray lung
119 2018 Atrial Segmentation Challenge 2018 MRI heart
120 Lung CT Segmentation Challenge 2017 2017 CT, RT, RTSTRUCT lung, heart, esophagus, spinal cord
121 AAPM Thoracic Auto-segmentation Challenge 2017 CT heart, lung, spinal cord, and esophagus
122 LiTS 2017 CT liver
123 Pancreas CT 2016 CT pancreas
124 Breast MRI NACT Pilot 2016 DCE MRI breast
125 HVSMR 2016 2016 MR heart
126 Prostate Diagnosis 2015 MR (T1, T2, and DCE) prostate
127 Multi-Atlas Labeling Beyond the Cranial Vault 2015 CT adrenal glands, aorta, esophagus, gall bladder, kidneys, liver, pancreas, splenic/portal veins, spleen, stomach, vena cava
128 Anatomy3 2015 MR, CT kidney, spleen, liver, lung, urinary bladder, rectus abdominis muscle, 1st lumbar vertebra, pancreas, psoas major muscle, gallbladder, sternum, aorta, trachea, adrenal gland
129 CT Lymph Nodes 2015 CT lymph
130 CETUS 2014 Ultrasound heart
131 VISCERAL Benchmark 2 2014 CT, MRI kidney, spleen, liver, lung, urinary bladder, rectus abdominis muscle, 1st lumbar vertebra, pancreas, psoas major muscle, gallbladder, sternum, aorta, trachea, adrenal gland
132 Left Atrium Segmentation Challenge 2013 MR, CT heart
133 NCI-ISBI 2013 2013 MRI (T1, T2, DCE, etc.) prostate
134 Left Atrium Fibrosis and Scar Segmentation Challenge 2012 MRI left atrium fibrosis and scar
135 VESSEL12 2012 CT lung vessel
136 Chest Radiograph Anatomical Structure Segmentation (CRASS12) 2012 X-ray chest structure
137 PROMISE12 2012 MRI (T2w) prostate
138 Prostate-3T 2012 MRI (T2w) prostate
139 LOLA11 2011 CT lung
140 Left Ventricular Segmentation Challenge 2011 MR heart
141 IVUS11 2011 MR vessel
142 Promise09 2009 MR prostate
143 EXACT09 2009 CT lung
144 SLIVER07 2007 CT liver

Datasets and challenges summary of chest and abdomen organs-concerned tasks.

Tasks include classification (C), segmentation (S), detection (D), and characterization (A).

Index Name Year Modality Focus Task
145 CT Diagnosis of COVID-19 2020 CT COVID-19 C      
146 Covid19 Challenge.eu 2020 CT COVID-19 C      
147 object CXR 2020 CT COVID-19 C   D  
148 CORD-19 2020 CT COVID-19 C      
149 Covid Chest Xray Dataset 2020 CT COVID-19 C      
150 Automatic Detection of COVID-19 from Ultrasound Data 2020 Ultrasound COVID-19 C      
151 COVID-Net 2020 X-Ray COVID-19 C      
152 COVID-19 2020 CT COVID-19 C      
153 COVID-19 Radiography Database 2020 X-Ray COVID-19 C      
154 COVID-19 chest xray 2020 X-Ray COVID-19 C      
155 COVID-19 CT segmentation dataset 2020 CT COVID-19   S    
156 COVID-19 Lung CT Lesion Segmentation Challenge 2020 2020 CT COVID-19   S    
157 CT Images in COVID-19 2020 CT COVID-19 C      
158 COVID-19-AR 2020 CT, CR, DX COVID-19 C      
159 BIMCV-COVID19 2020 CT, X-Ray, etc. COVID-19       A
160 Breast Cancer Screening – Digital Breast Tomosynthesis (BCS-DBT) 2020 DBT breast cancer C   D  
161 Lung-PET-CT-Dx 2020 CT, PET Lung cancer C      
162 LNDb Challenge 2020 CT pulmonary nodule     D A
163 A-AFMA-Detection 2020 Ultrasound amniotic fluid detection     D  
110 C4KC-KiTS 2019 CT Kidney tumor   S    
164 SIIM-ACR  Pneumothorax Segmentation 2019 X-Ray Pneumothorax C S    
165 Computed tomography ventilation imaging evaluation 2019 2019 4D-CT, MRI, etc. ventilation imaging   S    
166 CheXpert 2019 X-Ray chest   S   A
167 NSCLC-Radiomics-Interobserver1 2019 CT, RTSTRUCT non-small cell lung cancer   S    
168 StructSeg2019 2019 CT lung cancer & organs-at-risk       A
169 MIMIC-CXR 2019 EHR, X-Ray, Report unspecific C      
170 MIMIC-CXR-JPG - chest radiographs with structured labels 2019 X-ray chest X-ray C S    
171 PadChest 2019 X-ray chest X-ray C      
172 RSNA Pneumonia Detection Challenge 2018 X-Ray pneumonia     D  
173 ImageCLEF 2018 - Tuberculosis 2018 CT tuberculosis     D  
174 Lung Fused-CT-Pathology 2018 CT & Pathology pulmonary nodule     D  
175 ACAD 2017 MRI (CMR) cardiac diseases C      
176 NSCLC Radiogenomics 2017 CT, PT non-small cell lung cancer   S    
177 ProstateX 2018 T2w, PD-W, DCE, DW prostate lesion C      
178 Pulmonary Chest X-Ray Abnormalities 2018 X-Ray tuberculosis C      
179 Chest X-Ray Images (Pneumonia) 2018 X-Ray pneumonia C      
122 LiTS 2017 CT liver tumor   S    
180 Data Science Bowl 2017 2017 CT lung cancer     D  
181 ACRIN-FLT-Breast (ACRIN 6688) 2017           A
182 Intel & MobileODT Cervical Cancer Screening 2017   cervical cancer     D  
183 NIH Chest X-Rays 2017 X-Ray lung disease     D A
184 SPIE-AAPM-NCI PROSTATEx Challenges 2016 T2w, PD-W, DCE, DW prostate lesion C      
185 ImageCLEFmed: The Medical Task 2016 2016           A
186 LUNA16 2016 CT pulmonary nodule     D A
187 The Digital Mammography DREAM Challenge 2016 X-Ray / Mammography breast cancer     D A
188 Low Dose CT Grand Challenge 2016 CT low dose CT & liver lesion     D  
189 RIDER Lung CT 2015 CT non–small cell lung cancer     D  
190 Phantom FDA 2015   phantom & pulmonary nodule       A
191 BREAST-DIAGNOSIS 2015 MRI, etc. breast       A
192 Soft-tissue-Sarcoma 2015 FDG-PET, CT, MR, etc。 soft tissue sarcoma C      
193 SPIE-AAPM Lung CT Challenge 2014 CT pulmonary nodule     D A
194 NSCLC-Radiomics 2014 CT non-small cell lung cancer C      
133 NCI-ISBI 2013 Challenge: Automated  Segmentation of Prostate Structures 2013 MRI prostate   S    
195 NSCLC Radiogenomics: Initial Stanford Study of 26 Cases 2013 CT & PET non-small cell lung cancer     D  
196 Ventricular Infarct Segmentation 2012 MRI left ventricular myocardial infarction segmentation   S    
197 LIDC-IDRI 2011 CT, DX, CR lung cancer & pulmonary nodule     D  
198 CT COLONOGRAPHY 2011 CT polyp & colonography     D  
199 RIDER Collections 2011         D  
200 Automatic Nodule Detection 2009 2009 CT pulmonary nodule     D  
201 VOLCANO'09 2009 CT pulmonary nodule   S    
202 EndoCV 2021 2020 Endoscopy colon (polyp, cancer), oesophagus (Barrett’s, dysplasia and cancer), and stomach   S D  
203 EAD 2020 2020 Endoscopy artefact region   S D  
204 EDD 2020 2020 Endoscopy colon (polyp, cancer), oesophagus (Barrett’s, dysplasia and cancer), and stomach   S D  
205 SARAS endoscopic vision challenge for surgeon action detection 2020 Endoscopy surgeon action detection C   D  
206 EAD 2019 2019 Endoscopy artefact region   S D  
207 AIDA-E Subchallenge 1 2016 Endoscopy mucosa damage in celiac disease C      
208 AIDA-E Subchallenge 2 2016 Endoscopy mucosa in Barrett's esophagus C      
209 AIDA-E Subchallenge 3 2016 Endoscopy mucosa in gastric chromoendoscopy C      

Datasets and challenges summary of registration (R), estimation (E), localization (L), Reconstruction (RC), tracking (T), classification (C) and other tasks.

Index Name Year Modality Task Focus
210 A-AFMA-Localization 2020 Ultrasound L amniotic fluid localization
211 Surgical Visual Domain Adaptation 2020 2020 Endoscopy C surgical task classification
212 CRT-EPIGGY19 2019 RGB E heart modeling
213 Left Ventricle Full Quantification Challenge 19 2019 MRI E full quantification of cardiac LV
215 EchoNet-Dynamic 2017 Ultrasound T heart tracking
214 Left Ventricle Full Quantification Challenge 18 2018 MRI E full quantification of cardiac LV
216 LUMIC 2018 CT, CTPA R CT registration with phantom images
217 HC 18 2018 Ultrasound E fetal head circumference
218 Left atrial wall thickness challenge (SLAWT) 2016 CT, MRI E Left atrial wall thickness
219 Statistical Atlases and Computational Modelling of the Heart - S 2016 CT, MRI E left atrium wall thickness
220 Multi-Modality Whole Heart Segmentation 2017 CT, MRI R multi-modalities heart registration
221 Second Annual Data Science Bowl 2016 MRI E cardiac ejection fraction
222 Liver Ultrasound Tracking (CLUST 2015) 2015 Ultrasound T liver tracking
223 Landmark Detection Challenge 2015 MRI L landmark location
224 Liver Ultrasound Tracking (CLUST 2014) 2014 Ultrasound T liver tracking
225 MOTION CORRECTION CHALLENGE 2014 MRI R heart motion correction
226 Coronary Artery Stenoses Detection and Quantification Evaluation 2012 CTA E coronary artery stenoses detection and quantification
227 Challenge US: ISBI 2012 2012 Ultrasound E fetal biometric measurements
228 Motion Tracking Challenge 2011 MRI T heart motion tracking
229 Cardiac Motion Analysis Challenge 2011 2011 MR T heart motion tracking
230 RMPIRE10 2010 CT R lung registration
231 LV Mechanics Challenge 2009 MRI E modelling
232 Rotterdam Coronary Artery Algorithm Evaluation Framework 2009 CT RC reconstruction