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there is increased opacity within the right upper lobe with possible mass and associated area of atelectasis or focal consolidation the cardiac silhouette is within normal limits opacity in the left midlung overlying the posterior left th rib may represent focal airspace disease no pleural effusion or pneumothorax no acute bone abnormality |
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there is increased opacity within the right upper lobe with possible mass and associated area of atelectasis or focal consolidation the cardiac silhouette is within normal limits opacity in the left midlung overlying the posterior left th rib may represent focal airspace disease no pleural effusion or pneumothorax no acute bone abnormality |
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there is increased opacity within the right upper lobe with possible mass and associated area of atelectasis or focal consolidation the cardiac silhouette is within normal limits opacity in the left midlung overlying the posterior left th rib may represent focal airspace disease no pleural effusion or pneumothorax no acute bone abnormality |
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interstitial markings are diffusely prominent throughout both lungs heart size is normal pulmonary normal |
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interstitial markings are diffusely prominent throughout both lungs heart size is normal pulmonary normal |
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heart size and pulmonary vascularity appear within normal limits retrocardiac soft tissue density is present there appears to be air within this which could suggest that this represents a hiatal hernia vascular calcification is noted calcified granuloma is seen there has been interval development of bandlike opacity in the left lung base this may represent atelectasis no pneumothorax or pleural effusion is seen osteopenia is present in the spine |
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the heart pulmonary and mediastinum are within normal limits there is no pleural effusion or pneumothorax there is no focal air space opacity to suggest a pneumonia the aorta is tortuous and ectatic there are degenerative changes of the acromioclavicular joints there degenerative changes of the spine there is an ivc identified |
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the heart pulmonary and mediastinum are within normal limits there is no pleural effusion or pneumothorax there is no focal air space opacity to suggest a pneumonia the aorta is tortuous and ectatic there are degenerative changes of the acromioclavicular joints there degenerative changes of the spine there is an ivc identified |
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cardiac and mediastinal contours are within normal limits the lungs are clear bony structures are intact |
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cardiac and mediastinal contours are within normal limits the lungs are clear bony structures are intact |
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the lungs appear clear there are no focal airspace opacities to suggest pneumonia the pleural spaces are clear the heart and pulmonary are normal mediastinal contours are normal there is no pneumothorax |
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the lungs appear clear there are no focal airspace opacities to suggest pneumonia the pleural spaces are clear the heart and pulmonary are normal mediastinal contours are normal there is no pneumothorax |
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trachea is midline the cardiomediastinal silhouette is normal the lungs are clear without evidence of acute infiltrate or effusion there is no pneumothorax the visualized bony structures show no acute abnormalities lateral view reveals mild degenerative changes of the thoracic spine |
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trachea is midline the cardiomediastinal silhouette is normal the lungs are clear without evidence of acute infiltrate or effusion there is no pneumothorax the visualized bony structures show no acute abnormalities lateral view reveals mild degenerative changes of the thoracic spine |
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trachea is midline the cardiomediastinal silhouette is normal the lungs are clear without evidence of acute infiltrate or effusion there is no pneumothorax the visualized bony structures show no acute abnormalities lateral view reveals mild degenerative changes of the thoracic spine |
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heart size and mediastinal contours are normal in appearance no consolidative airspace opacities no radiographic evidence of pleural effusion or pneumothorax visualized osseous structures appear intact |
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heart size and mediastinal contours are normal in appearance no consolidative airspace opacities no radiographic evidence of pleural effusion or pneumothorax visualized osseous structures appear intact |
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the cardiomediastinal silhouette and pulmonary vasculature are within normal limits there is no pneumothorax or pleural effusion there are no focal areas of consolidation |
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the cardiomediastinal silhouette and pulmonary vasculature are within normal limits there is no pneumothorax or pleural effusion there are no focal areas of consolidation |
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cardiac and mediastinal contours are within normal limits the lungs are clear bony structures are intact |
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cardiac and mediastinal contours are within normal limits the lungs are clear bony structures are intact |
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the heart is top normal in size the mediastinum is unremarkable the lungs are clear |
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the heart is top normal in size the mediastinum is unremarkable the lungs are clear |
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lung volumes are low bibasilar consolidation and bilateral costophrenic blunting are present heart size normal pulmonary normal shunt tubing traverses the entire image from top to |
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stable mild cardiomegaly no pneumothorax pleural effusion or focal airspace disease bony structures intact right humeral head bone anchor |
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stable mild cardiomegaly no pneumothorax pleural effusion or focal airspace disease bony structures intact right humeral head bone anchor |
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streaky and patchy bibasilar opacities triangular density projected over the heart on the lateral view no definite pleural effusion seen no typical findings of pulmonary edema considering differences in technical factors stable cardiomediastinal silhouette with normal heart size |
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streaky and patchy bibasilar opacities triangular density projected over the heart on the lateral view no definite pleural effusion seen no typical findings of pulmonary edema considering differences in technical factors stable cardiomediastinal silhouette with normal heart size |
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streaky and patchy bibasilar opacities triangular density projected over the heart on the lateral view no definite pleural effusion seen no typical findings of pulmonary edema considering differences in technical factors stable cardiomediastinal silhouette with normal heart size |
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streaky and patchy bibasilar opacities triangular density projected over the heart on the lateral view no definite pleural effusion seen no typical findings of pulmonary edema considering differences in technical factors stable cardiomediastinal silhouette with normal heart size |
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both lungs are clear and expanded with no infiltrates basilar focal atelectasis is present in the lingula heart size normal calcified right hilar are present |
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both lungs are clear and expanded with no infiltrates basilar focal atelectasis is present in the lingula heart size normal calcified right hilar are present |
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the cardiomediastinal silhouette and pulmonary vasculature are within normal limits there is no pneumothorax or pleural effusion there are no focal areas of consolidation there are small calcified granulomata in the right lateral lung |
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the cardiomediastinal silhouette and pulmonary vasculature are within normal limits there is no pneumothorax or pleural effusion there are no focal areas of consolidation there are small calcified granulomata in the right lateral lung |
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the heart size and mediastinal contours appear within normal limits there is blunting of the right lateral costophrenic sulcus which could be secondary to a small effusion versus scarring no focal airspace consolidation or pneumothorax no acute bony abnormalities |
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the heart size and mediastinal contours appear within normal limits there is blunting of the right lateral costophrenic sulcus which could be secondary to a small effusion versus scarring no focal airspace consolidation or pneumothorax no acute bony abnormalities |
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the heart is again mildly enlarged mediastinal contours are stable patient is somewhat rotated the lungs are hypoinflated with elevated left hemidiaphragm opacities compatible with atelectasis no large effusion is seen there is no focal consolidation pulmonary vascularity is mildly accentuated there are bilateral degenerative changes of the with probable chronic dislocation of the left humerus correlate clinically |
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the heart is again mildly enlarged mediastinal contours are stable patient is somewhat rotated the lungs are hypoinflated with elevated left hemidiaphragm opacities compatible with atelectasis no large effusion is seen there is no focal consolidation pulmonary vascularity is mildly accentuated there are bilateral degenerative changes of the with probable chronic dislocation of the left humerus correlate clinically |
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the heart and lungs have in the interval both lungs are clear and expanded no change in the small calcified right upper lobe nodule heart and mediastinum normal |
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the heart and lungs have in the interval both lungs are clear and expanded no change in the small calcified right upper lobe nodule heart and mediastinum normal |
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the cardiac silhouette and mediastinum size are within normal limits there is no pulmonary edema there is no focal consolidation there are no of a large pleural effusion there is no evidence of pneumothorax |
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the cardiac silhouette and mediastinum size are within normal limits there is no pulmonary edema there is no focal consolidation there are no of a large pleural effusion there is no evidence of pneumothorax |
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heart size is normal the lungs are clear there are no focal air space consolidations no pleural effusions or pneumothoraces the hilar and mediastinal contours are normal normal pulmonary vascularity |
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the cardiomediastinal silhouette is normal in size and contour no focal consolidation pneumothorax or large pleural effusion calcified granuloma right base normal |
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the cardiomediastinal silhouette is normal in size and contour no focal consolidation pneumothorax or large pleural effusion calcified granuloma right base normal |
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the lungs appear clear the heart and pulmonary appear normal the pleural spaces are clear mediastinal contours are normal |
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this examination is somewhat limited secondary to obscuration of the bilateral posterior costophrenic sulci on the lateral view the cardiomediastinal silhouette is within normal limits for appearance no focal areas of pulmonary consolidation no pneumothorax no large pleural effusion the thoracic spine appears intact |
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this examination is somewhat limited secondary to obscuration of the bilateral posterior costophrenic sulci on the lateral view the cardiomediastinal silhouette is within normal limits for appearance no focal areas of pulmonary consolidation no pneumothorax no large pleural effusion the thoracic spine appears intact |
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cardiac and mediastinal contours are within normal limits the lungs are clear acromioclavicular arthritis is present severe |
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cardiac and mediastinal contours are within normal limits the lungs are clear acromioclavicular arthritis is present severe |
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normal heart size clear hyperaerated lungs no pneumothorax no pleural effusion substernal density may be related to a pectus deformity |
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normal heart size clear hyperaerated lungs no pneumothorax no pleural effusion substernal density may be related to a pectus deformity |
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normal cardiomediastinal silhouette there is no focal consolidation there are no of a large pleural effusion there is no pneumothorax there is no acute bony abnormality seen mild degenerative changes of the spine |
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normal cardiomediastinal silhouette there is no focal consolidation there are no of a large pleural effusion there is no pneumothorax there is no acute bony abnormality seen mild degenerative changes of the spine |
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the cardiomediastinal silhouette and pulmonary vasculature are within normal limits there is no pneumothorax or pleural effusion there are no focal areas of consolidation there are calcifications projecting of the left midlung unchanged from prior this is is sequela of prior granulomatous disease there are small tspine osteophytes |
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the cardiomediastinal silhouette and pulmonary vasculature are within normal limits there is no pneumothorax or pleural effusion there are no focal areas of consolidation there are calcifications projecting of the left midlung unchanged from prior this is is sequela of prior granulomatous disease there are small tspine osteophytes |
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the cardiomediastinal silhouette and vasculature are within normal limits for size and contour lung volumes are low with central bronchovascular crowding and patchy basilar atelectasis degenerative changes of the spine |
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the cardiomediastinal silhouette and vasculature are within normal limits for size and contour lung volumes are low with central bronchovascular crowding and patchy basilar atelectasis degenerative changes of the spine |
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the heart and lungs have in the interval both lungs are clear and expanded right middle lobe calcified granuloma is unchanged heart and mediastinum unchanged no change hiatus hernia |
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the heart and lungs have in the interval both lungs are clear and expanded right middle lobe calcified granuloma is unchanged heart and mediastinum unchanged no change hiatus hernia |
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right a is in the heart size and pulmonary vascularity appear within normal limits some prominent perihilar opacities are present some vague small nodular opacities are present in the right upper lung zone these are slightly more prominent than on the previous study no pleural effusion or pneumothorax is seen |
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right a is in the heart size and pulmonary vascularity appear within normal limits some prominent perihilar opacities are present some vague small nodular opacities are present in the right upper lung zone these are slightly more prominent than on the previous study no pleural effusion or pneumothorax is seen |
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the cardiomediastinal silhouette is within normal limits for size pulmonary vasculature is within normal limits no focal consolidations effusions or pneumothoraces mild degeneration of the thoracic spine without acute bony abnormality |
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the heart is normal size the mediastinum is unremarkable a tortuous calcified thoracic aorta is present the lungs are hyperexpanded consistent with emphysema there is no pleural effusion pneumothorax or focal airspace disease the are unremarkable |
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the heart is normal size the mediastinum is unremarkable a tortuous calcified thoracic aorta is present the lungs are hyperexpanded consistent with emphysema there is no pleural effusion pneumothorax or focal airspace disease the are unremarkable |
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no pneumothorax or pleural effusion normal cardiac contour clear lungs bilaterally |
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the lungs are clear without evidence of focal airspace disease there is no evidence of pneumothorax or large pleural effusion the cardiac contour is within normal limits compared to prior exam there is prominence of the mediastinal contour near the right hilum this may represent the ascending aorta or mediastinal lymphadenopathy ct chest with contrast may be helpful for further evaluation there are mild degenerative changes of the thoracic spine |
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the lungs are clear without evidence of focal airspace disease there is no evidence of pneumothorax or large pleural effusion the cardiac contour is within normal limits compared to prior exam there is prominence of the mediastinal contour near the right hilum this may represent the ascending aorta or mediastinal lymphadenopathy ct chest with contrast may be helpful for further evaluation there are mild degenerative changes of the thoracic spine |
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lucency crosses the th left posterior rib visualized portions of the thoracic spine are unremarkable mediastinal contours are normal lungs are clear there is no pneumothorax or large pleural effusion |
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lucency crosses the th left posterior rib visualized portions of the thoracic spine are unremarkable mediastinal contours are normal lungs are clear there is no pneumothorax or large pleural effusion |
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the cardiomediastinal silhouette and vasculature are within normal limits for size and contour the lungs are normally inflated and clear osseous structures are within normal limits for patient age |
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the cardiomediastinal silhouette and vasculature are within normal limits for size and contour the lungs are normally inflated and clear osseous structures are within normal limits for patient age |
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normal cardiomediastinal silhouette interval improvement in lung volumes bilaterally improved aeration of the right and left lung bases bilateral small pleural effusions and left base atelectatic change with interval improvement visualized of the chest are within normal limits |
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normal cardiomediastinal silhouette interval improvement in lung volumes bilaterally improved aeration of the right and left lung bases bilateral small pleural effusions and left base atelectatic change with interval improvement visualized of the chest are within normal limits |
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the heart size and pulmonary vascularity appear within normal limits there has been clearing of left base airspace opacities the lungs now appear clear no pneumothorax or pleural effusion is seen the lungs appear hyperexpanded consistent with emphysema |
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the heart size and pulmonary vascularity appear within normal limits there has been clearing of left base airspace opacities the lungs now appear clear no pneumothorax or pleural effusion is seen the lungs appear hyperexpanded consistent with emphysema |
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heart size within normal limits stable mediastinal and hilar contours no alveolar consolidation no findings of pleural effusion or pulmonary edema chronic appearing contour deformity of the right posterolateral th rib again noted suggestive of old injury |
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heart size within normal limits stable mediastinal and hilar contours no alveolar consolidation no findings of pleural effusion or pulmonary edema chronic appearing contour deformity of the right posterolateral th rib again noted suggestive of old injury |
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heart and mediastinum within normal limits negative for focal pulmonary consolidation pleural effusion or pneumothorax |
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heart and mediastinum within normal limits negative for focal pulmonary consolidation pleural effusion or pneumothorax |
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the lungs are clear bilaterally specifically no evidence of focal consolidation pneumothorax or pleural effusion cardio mediastinal silhouette is unremarkable visualized osseous structures of the thorax are without acute abnormality |
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the lungs are clear bilaterally specifically no evidence of focal consolidation pneumothorax or pleural effusion cardio mediastinal silhouette is unremarkable visualized osseous structures of the thorax are without acute abnormality |
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heart size mediastinal contour and pulmonary vascularity are within normal limits no focal consolidation suspicious pulmonary opacity large pleural effusion or pneumothorax is identified visualized osseous structures appear intact mild bilateral acromioclavicular joint and thoracic spine degenerative changes are noted |
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heart size mediastinal contour and pulmonary vascularity are within normal limits no focal consolidation suspicious pulmonary opacity large pleural effusion or pneumothorax is identified visualized osseous structures appear intact mild bilateral acromioclavicular joint and thoracic spine degenerative changes are noted |
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technically limited study secondary to patient decreased lung volumes with associated bronchopulmonary crowding without evidence of focal consolidation suspicious pulmonary opacity large pleural effusion or pneumothorax is identified visualized osseous structures appear intact |
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technically limited study secondary to patient decreased lung volumes with associated bronchopulmonary crowding without evidence of focal consolidation suspicious pulmonary opacity large pleural effusion or pneumothorax is identified visualized osseous structures appear intact |
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heart size and mediastinal contour are normal pulmonary vascularity is normal lungs are clear no pleural effusions or pneumothoraces |
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heart size and mediastinal contour are normal pulmonary vascularity is normal lungs are clear no pleural effusions or pneumothoraces |
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the trachea is midline cardio mediastinal silhouette is normal in contour with overlying sternotomy the lungs are clear without acute infiltrate effusion or pneumothorax the visualized bony structures reveal no fractures or dislocations |
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the trachea is midline cardio mediastinal silhouette is normal in contour with overlying sternotomy the lungs are clear without acute infiltrate effusion or pneumothorax the visualized bony structures reveal no fractures or dislocations |
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there are postoperative changes of sternotomy and cabg there is stable mild cardiomegaly there are scattered of subsegmental atelectasis decreased from the prior chest radiograph no focal airspace consolidation no pleural effusion or pneumothorax there are minimal degenerative changes of the spine |
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there are postoperative changes of sternotomy and cabg there is stable mild cardiomegaly there are scattered of subsegmental atelectasis decreased from the prior chest radiograph no focal airspace consolidation no pleural effusion or pneumothorax there are minimal degenerative changes of the spine |
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heart size is normal stable mediastinal contour no focal airspace consolidation suspicious pulmonary opacity pneumothorax or pleural effusion mild thoracic spine degenerative change |
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heart size is normal stable mediastinal contour no focal airspace consolidation suspicious pulmonary opacity pneumothorax or pleural effusion mild thoracic spine degenerative change |
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the heart is normal in size and contour the lungs are clear without evidence of infiltrate there is no pneumothorax or effusion |
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the heart is normal in size and contour the lungs are clear without evidence of infiltrate there is no pneumothorax or effusion |
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normal heart size stable tortuous aorta no pneumothorax or pleural effusion no suspicious focal air space opacities levoscoliosis of the thoracolumbar spine hyperinflated lungs with flattened diaphragms are consistent with emphysematous lung changes prior granulomatous disease |
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normal heart size stable tortuous aorta no pneumothorax or pleural effusion no suspicious focal air space opacities levoscoliosis of the thoracolumbar spine hyperinflated lungs with flattened diaphragms are consistent with emphysematous lung changes prior granulomatous disease |
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normal heart size stable tortuous aorta no pneumothorax or pleural effusion no suspicious focal air space opacities levoscoliosis of the thoracolumbar spine hyperinflated lungs with flattened diaphragms are consistent with emphysematous lung changes prior granulomatous disease |
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the heart size and pulmonary vascularity appear within normal limits the lungs are free of focal airspace disease no pleural effusion or pneumothorax is seen no discrete nodules or adenopathy identified |
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Indiana University Chest Xray Dataset Card
Data sources:
This is a converted and processed version of the open access pneumonia chest x-ray dataset provided by the indiana university.
You can see its information page here.
The compressed images in the png format were downloaded from here and the corresponding reports from here.
Data fields:
There are two fields: image and text. The images are the x-rays and the texts are their associated findings.
Preprocessing done:
Make all text lowercase: Convert all text to lowercase to ensure consistent and case-insensitive processing.
Remove all punctuation: Eliminate any punctuation marks (e.g., periods, commas, exclamation marks) from the text to avoid interference in language analysis.
Remove all numbers: Eliminate all numeric characters from the text since they might not be relevant for certain natural language processing tasks.
Remove all words with 2 or more Xs in a row: Remove any words that contain two or more consecutive occurrences of the letter "X" as they may not contribute meaningful information.
Remove the bottom and top 2% of text by length: Discard the shortest and longest text samples, removing the bottom 2% and top 2% of the text's length, respectively. This step is aimed at reducing the impact of outliers and ensuring a more balanced dataset.
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