Datasets and challenges summary of the cheset and 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