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Published at November 7

PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation

cs.AI

cs.CL

cs.CV

Released Date: November 7, 2024

Authors: Daniel C. Castro¹, Aurelia Bustos², Shruthi Bannur¹, Stephanie L. Hyland¹, Kenza Bouzid¹, Maria Teodora Wetscherek³, Maria Dolores Sánchez-Valverde, Lara Jaques-Pérez, Lourdes Pérez-Rodríguez, Kenji Takeda¹, José María Salinas⁴, Javier Alvarez-Valle¹, Joaquín Galant Herrero⁵, Antonio Pertusa⁶

Aff.: ¹Microsoft Research, Cambridge, UK; ²Medbravo, Alicante, Spain; ³Department of Radiology, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK; ⁴Department of Health Informatics, University Hospital Sant Joan d'Alacant, Spain; ⁵Department of Radiology, University Hospital Sant Joan d'Alacant, Spain; ⁶University Institute for Computing Research, University of Alicante, Spain

Arxiv: http://arxiv.org/abs/2411.05085v1

Finding label	Image count	Boxes count
chronic changes	493	223
infiltrates	154	171
fibrotic band	153	177
increased density	112	120
kyphosis	103	8
sternotomy	76	79
suture material	74	73
hilar enlargement	69	115
metal	55	60
gynecomastia	53	92
calcified densities	41	49
mammary prosthesis	41	73
osteosynthesis material	41	41
bronchovascular markings	33	40
sclerotic bone lesion	28	30
tracheal shift	27	27
bullas	25	35
azygos lobe	24	24
mastectomy	23	24
superior mediastinal enlargement	23	23
mediastinic lipomatosis	21	21
mediastinal enlargement	17	17
vascular redistribution	17	18
axial hyperostosis	15	10
surgery breast	15	17
non axial articular degenerative changes	14	19
surgery	14	12
thoracic cage deformation	13	15
artificial heart valve	10	9
costochondral junction hypertrophy	10	11
pneumothorax	10	8
surgery neck	10	10
calcified adenopathy	9	11
adenopathy	8	6
mediastinal mass	8	8
surgery lung	8	5
chest drain tube	7	7
obesity	7	1
artificial mitral heart valve	6	6
central vascular redistribution	6	7
pectum excavatum	6	0
heart valve calcified	5	5
humeral prosthesis	5	5
air fluid level	4	4
cervical rib	4	6
kerley lines	4	7
pneumoperitoneo	4	6
abnormal foreign body	3	3
artificial aortic heart valve	3	3
catheter	3	3
lytic bone lesion	3	3
prosthesis	3	3
sternoclavicular junction hypertrophy	3	3
subacromial space narrowing	3	4
subcutaneous emphysema	3	3
surgery heart	3	3
aortic aneurysm	2	2
aortic endoprosthesis	2	2
azygoesophageal recess shift	2	2
blastic bone lesion	2	4
calcified fibroadenoma	2	2
cyst	2	2
hydropneumothorax	2	2
lung vascular paucity	2	2
surgery humeral	2	2
Chilaiditi sign	1	1
endoprosthesis	1	1
gastrostomy tube	1	1
mediastinal shift	1	1
pectum carinatum	1	0
ventriculoperitoneal drain tube	1	1