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{ "caption": "C66 and SP600125 attenuate LPS-induced inflammatory cell infiltration. Before LPS administration, mice were given by gavage once a day for 7 consecutive days of C66 (5 and 10 mg/kg) and SP600125 (10 mg/kg). After 6 hrs of LPS challenge, we euthanized mice and then took out lung tissue and BALF. (A) Tota...
00000000
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "C66 and SP600125 attenuate LPS-induced inflammatory cell infiltration. Before LPS administration, mice were given by gavage once a day for 7 consecutive days of C66 (5 and 10 mg/kg) and SP600125 (10 mg/kg). After 6 hrs of LPS challenge, we euthanized mice and then took out lung tissue and BALF. (A) Tota...
00000001
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "C66 and SP600125 attenuate LPS-induced inflammatory cell infiltration. Before LPS administration, mice were given by gavage once a day for 7 consecutive days of C66 (5 and 10 mg/kg) and SP600125 (10 mg/kg). After 6 hrs of LPS challenge, we euthanized mice and then took out lung tissue and BALF. (A) Tota...
00000002
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "C66 and SP600125 attenuate LPS-induced inflammatory cell infiltration. Before LPS administration, mice were given by gavage once a day for 7 consecutive days of C66 (5 and 10 mg/kg) and SP600125 (10 mg/kg). After 6 hrs of LPS challenge, we euthanized mice and then took out lung tissue and BALF. (A) Tota...
00000003
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Characteristics of the CASF/Ad complex. (A) Scanning electron microscopy images, (B) particle diameter and (C) zeta potential of the Ad and the CASF/Ad complex. Scale bar: 2.00 μm. CASF 10 to CASF 150 represented the CASF/Ad complexes were formed by coating Ad with CASF at concentrations of 10, 50, 100 ...
00000004
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Characteristics of the CASF/Ad complex. (A) Scanning electron microscopy images, (B) particle diameter and (C) zeta potential of the Ad and the CASF/Ad complex. Scale bar: 2.00 μm. CASF 10 to CASF 150 represented the CASF/Ad complexes were formed by coating Ad with CASF at concentrations of 10, 50, 100 ...
00000005
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Characteristics of the CASF/Ad complex. (A) Scanning electron microscopy images, (B) particle diameter and (C) zeta potential of the Ad and the CASF/Ad complex. Scale bar: 2.00 μm. CASF 10 to CASF 150 represented the CASF/Ad complexes were formed by coating Ad with CASF at concentrations of 10, 50, 100 ...
00000006
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Characteristics of the CASF/Ad complex. (A) Scanning electron microscopy images, (B) particle diameter and (C) zeta potential of the Ad and the CASF/Ad complex. Scale bar: 2.00 μm. CASF 10 to CASF 150 represented the CASF/Ad complexes were formed by coating Ad with CASF at concentrations of 10, 50, 100 ...
00000007
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Characteristics of the CASF/Ad complex. (A) Scanning electron microscopy images, (B) particle diameter and (C) zeta potential of the Ad and the CASF/Ad complex. Scale bar: 2.00 μm. CASF 10 to CASF 150 represented the CASF/Ad complexes were formed by coating Ad with CASF at concentrations of 10, 50, 100 ...
00000008
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000009
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000010
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000011
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000012
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000013
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000014
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000015
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Immunohistochemical staining of PD‐1 and PD‐L1 in primary hepatocellular carcinoma surgical specimens. A,E, PD‐1‐low tumour‐infiltrating lymphocytes; (B,F) PD‐1‐high tumour‐infiltrating lymphocytes; (C,G) PD‐L1‐negative hepatocellular carcinoma; (D,H) PD‐L1‐positive hepatocellular carcinoma; (A‐D, 100× ...
00000016
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Hyperadiponectinemia in chow-fed male offspring of insulin-resistant mothers despite similar adipose histology and gene expression patterns. A: Representative section of gonadal fat, males, aged 6 months. Hematoxylin and eosin staining. Original magnification ×200. B: Gene expression of adipocyte differ...
00000017
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Hyperadiponectinemia in chow-fed male offspring of insulin-resistant mothers despite similar adipose histology and gene expression patterns. A: Representative section of gonadal fat, males, aged 6 months. Hematoxylin and eosin staining. Original magnification ×200. B: Gene expression of adipocyte differ...
00000018
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Cdk5 regulates sphere formation and tumour establishment.(A) Tumorsphere formation of non-targeting (nt) and Cdk5 shRNA T24 cells is shown (mean±s.e.m., *P<0.05, n=3). Immunoblots of non-targeting (nt) or Cdk5 shRNA-transduced T24 cells for Cdk5 and β-tubulin (loading control) proof Cdk5 knockdown. (B) ...
00000019
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Cdk5 regulates sphere formation and tumour establishment.(A) Tumorsphere formation of non-targeting (nt) and Cdk5 shRNA T24 cells is shown (mean±s.e.m., *P<0.05, n=3). Immunoblots of non-targeting (nt) or Cdk5 shRNA-transduced T24 cells for Cdk5 and β-tubulin (loading control) proof Cdk5 knockdown. (B) ...
00000020
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Cdk5 regulates sphere formation and tumour establishment.(A) Tumorsphere formation of non-targeting (nt) and Cdk5 shRNA T24 cells is shown (mean±s.e.m., *P<0.05, n=3). Immunoblots of non-targeting (nt) or Cdk5 shRNA-transduced T24 cells for Cdk5 and β-tubulin (loading control) proof Cdk5 knockdown. (B) ...
00000021
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Cdk5 regulates sphere formation and tumour establishment.(A) Tumorsphere formation of non-targeting (nt) and Cdk5 shRNA T24 cells is shown (mean±s.e.m., *P<0.05, n=3). Immunoblots of non-targeting (nt) or Cdk5 shRNA-transduced T24 cells for Cdk5 and β-tubulin (loading control) proof Cdk5 knockdown. (B) ...
00000022
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Cdk5 regulates sphere formation and tumour establishment.(A) Tumorsphere formation of non-targeting (nt) and Cdk5 shRNA T24 cells is shown (mean±s.e.m., *P<0.05, n=3). Immunoblots of non-targeting (nt) or Cdk5 shRNA-transduced T24 cells for Cdk5 and β-tubulin (loading control) proof Cdk5 knockdown. (B) ...
00000023
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Cdk5 regulates sphere formation and tumour establishment.(A) Tumorsphere formation of non-targeting (nt) and Cdk5 shRNA T24 cells is shown (mean±s.e.m., *P<0.05, n=3). Immunoblots of non-targeting (nt) or Cdk5 shRNA-transduced T24 cells for Cdk5 and β-tubulin (loading control) proof Cdk5 knockdown. (B) ...
00000024
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Patient 1 renal biopsy tissue stained with (a) hematoxylin and eosin showing a large circumferential cellular crescent, and stained by immunohistochemistry for (b) IgG, (c) IgM, and (d) C3. Indirect immunofluorescence staining of primate kidney sections (Euroimmun, product no FB 1250-1010) incubated ove...
00000025
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Patient 1 renal biopsy tissue stained with (a) hematoxylin and eosin showing a large circumferential cellular crescent, and stained by immunohistochemistry for (b) IgG, (c) IgM, and (d) C3. Indirect immunofluorescence staining of primate kidney sections (Euroimmun, product no FB 1250-1010) incubated ove...
00000026
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Patient 1 renal biopsy tissue stained with (a) hematoxylin and eosin showing a large circumferential cellular crescent, and stained by immunohistochemistry for (b) IgG, (c) IgM, and (d) C3. Indirect immunofluorescence staining of primate kidney sections (Euroimmun, product no FB 1250-1010) incubated ove...
00000027
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Patient 1 renal biopsy tissue stained with (a) hematoxylin and eosin showing a large circumferential cellular crescent, and stained by immunohistochemistry for (b) IgG, (c) IgM, and (d) C3. Indirect immunofluorescence staining of primate kidney sections (Euroimmun, product no FB 1250-1010) incubated ove...
00000028
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Patient 1 renal biopsy tissue stained with (a) hematoxylin and eosin showing a large circumferential cellular crescent, and stained by immunohistochemistry for (b) IgG, (c) IgM, and (d) C3. Indirect immunofluorescence staining of primate kidney sections (Euroimmun, product no FB 1250-1010) incubated ove...
00000029
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Patient 1 renal biopsy tissue stained with (a) hematoxylin and eosin showing a large circumferential cellular crescent, and stained by immunohistochemistry for (b) IgG, (c) IgM, and (d) C3. Indirect immunofluorescence staining of primate kidney sections (Euroimmun, product no FB 1250-1010) incubated ove...
00000030
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Notch signaling increases BMP9-induced late osteogenic differentiation of MSCs. (A) C2C12 cells were treated with different concentrations of DAPT (M=10 μM, and H=15 μM, respectively) in the presence of BMP9-CM, and the gene expression of OCN was determined by semi-quantitative RT-PCR at 7, 9 and 11 day...
00000031
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Notch signaling increases BMP9-induced late osteogenic differentiation of MSCs. (A) C2C12 cells were treated with different concentrations of DAPT (M=10 μM, and H=15 μM, respectively) in the presence of BMP9-CM, and the gene expression of OCN was determined by semi-quantitative RT-PCR at 7, 9 and 11 day...
00000032
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Notch signaling increases BMP9-induced late osteogenic differentiation of MSCs. (A) C2C12 cells were treated with different concentrations of DAPT (M=10 μM, and H=15 μM, respectively) in the presence of BMP9-CM, and the gene expression of OCN was determined by semi-quantitative RT-PCR at 7, 9 and 11 day...
00000033
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Hematoxylin and eosin staining in the (A) G1, (B) G2, (C) G3 and (D) G4 groups. Magnification, ×200. G1 and G3 were the control groups and G2 and G4 were the experimental varicoceles groups. Cells were relatively loose and disordered and the number of vacuoles increased in the G2 and G4 rat groups. G1, ...
00000034
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Hematoxylin and eosin staining in the (A) G1, (B) G2, (C) G3 and (D) G4 groups. Magnification, ×200. G1 and G3 were the control groups and G2 and G4 were the experimental varicoceles groups. Cells were relatively loose and disordered and the number of vacuoles increased in the G2 and G4 rat groups. G1, ...
00000035
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Hematoxylin and eosin staining in the (A) G1, (B) G2, (C) G3 and (D) G4 groups. Magnification, ×200. G1 and G3 were the control groups and G2 and G4 were the experimental varicoceles groups. Cells were relatively loose and disordered and the number of vacuoles increased in the G2 and G4 rat groups. G1, ...
00000036
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Hematoxylin and eosin staining in the (A) G1, (B) G2, (C) G3 and (D) G4 groups. Magnification, ×200. G1 and G3 were the control groups and G2 and G4 were the experimental varicoceles groups. Cells were relatively loose and disordered and the number of vacuoles increased in the G2 and G4 rat groups. G1, ...
00000037
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effect of tunicamycin injection on liver function of ATF6α +/+ and −/− mice. (A) Tunicamycin (Tm) was injected into ATF6α +/+ and −/− mice as described in Figure 1A. Liver tissue sections were prepared at the indicated time points after injection and stained with hematoxylin and eosin. Bar, 100 μm (a–h)...
00000038
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effect of tunicamycin injection on liver function of ATF6α +/+ and −/− mice. (A) Tunicamycin (Tm) was injected into ATF6α +/+ and −/− mice as described in Figure 1A. Liver tissue sections were prepared at the indicated time points after injection and stained with hematoxylin and eosin. Bar, 100 μm (a–h)...
00000039
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effect of tunicamycin injection on liver function of ATF6α +/+ and −/− mice. (A) Tunicamycin (Tm) was injected into ATF6α +/+ and −/− mice as described in Figure 1A. Liver tissue sections were prepared at the indicated time points after injection and stained with hematoxylin and eosin. Bar, 100 μm (a–h)...
00000040
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effect of tunicamycin injection on liver function of ATF6α +/+ and −/− mice. (A) Tunicamycin (Tm) was injected into ATF6α +/+ and −/− mice as described in Figure 1A. Liver tissue sections were prepared at the indicated time points after injection and stained with hematoxylin and eosin. Bar, 100 μm (a–h)...
00000041
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Suppression of CMPK2 alleviates I/R-induced deterioration of hepatic injury. (A) Protein detection of CMPK2 in liver tissue. Secretion of (B) IL-18 and (C) IL-1β was measured by ELISA. Hepatocellular function of experimental mice was evaluated by detecting the release of (D) AST and (E) ALT. (F and G) H...
00000042
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Suppression of CMPK2 alleviates I/R-induced deterioration of hepatic injury. (A) Protein detection of CMPK2 in liver tissue. Secretion of (B) IL-18 and (C) IL-1β was measured by ELISA. Hepatocellular function of experimental mice was evaluated by detecting the release of (D) AST and (E) ALT. (F and G) H...
00000043
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Suppression of CMPK2 alleviates I/R-induced deterioration of hepatic injury. (A) Protein detection of CMPK2 in liver tissue. Secretion of (B) IL-18 and (C) IL-1β was measured by ELISA. Hepatocellular function of experimental mice was evaluated by detecting the release of (D) AST and (E) ALT. (F and G) H...
00000044
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Suppression of CMPK2 alleviates I/R-induced deterioration of hepatic injury. (A) Protein detection of CMPK2 in liver tissue. Secretion of (B) IL-18 and (C) IL-1β was measured by ELISA. Hepatocellular function of experimental mice was evaluated by detecting the release of (D) AST and (E) ALT. (F and G) H...
00000045
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000046
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000047
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000048
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000049
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000050
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000051
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000052
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000053
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000054
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Localization of Toll-like receptor 2 protein by immunohistochemical analysis in the classical swine fever virus-infected group compared with the uninfected group. Original magnification, ×400.", "primary_modality": "Microscopy", "secondary_modality": "Light microscopy", "source_license": "noncomme...
00000055
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of Wnt5a on the melanogenesis of melan-a cells. (A) Tyrosinase activity of melan-a cells infected with different doses of AdWnt5a or AdGFP analyzed by tyrosinase activity assay. (B) Melanin synthesis of melan-a cells infected with AdWnt5a or AdGFP. (C-D) Effect of Wnt5a on the expression of TRP1...
00000056
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of Wnt5a on the melanogenesis of melan-a cells. (A) Tyrosinase activity of melan-a cells infected with different doses of AdWnt5a or AdGFP analyzed by tyrosinase activity assay. (B) Melanin synthesis of melan-a cells infected with AdWnt5a or AdGFP. (C-D) Effect of Wnt5a on the expression of TRP1...
00000057
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000058
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000059
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000060
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000061
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000062
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000063
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000064
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000065
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000066
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000067
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Tamoxifen inhibits HO at different phases of progression. (A) Representative imageological examination of Achilles tendons by μCT. (B) Quantitation of BV at different groups. (C) H&E staining of Achilles tendons. (D, E) Representative immunohistochemical staining and quantitative analysis of Ocn-positiv...
00000068
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Pyrrolidine dithiocarbamate (PDTC) reduced myocardial injury and pyroptosis in coronary microembolization (CME) rats. (A) Myocardial tissue structural injury of rats in the CME + PDTC group observed by haematoxylin and eosin (HE) and basic fuchsin picric acid (HBFP) staining. (B,C,D) The expression of (...
00000069
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "The nuclear factor‐kappa B (NF‐κB) signalling pathway and pyroptosis were activated in myocardial tissues of coronary microembolization (CME) rats. (A) Protein levels of NF‐κB p65, NLRP3, DSDMD, and caspase‐1 measured by Western blot analysis. (B,C) Expressions of IL‐1β and IL‐18 in myocardial tissues o...
00000070
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000071
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000072
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000073
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000074
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000075
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000076
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000077
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000078
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Liver biopsy histopathology revealing signs of HH. H&E-stained sections (left column) showing preservation of the hepatic lobular structure and many tan pigment granules in the cytoplasm. Masson-stained sections (center column) showing subcutaneous fibrosis in the central vein and occasional bridging fi...
00000079
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Migratory process of PC cells was inhibited by miR-361. Migration of transfected (A) PANC-1 and (B) AsPC-1 cells was measured via wound-healing assay. Magnification, x40. Migration of (C) PANC-1 and (D) AsPC-1 cells was also measured using a Transwell migration assay following transfection with miR-361 ...
00000080
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Migratory process of PC cells was inhibited by miR-361. Migration of transfected (A) PANC-1 and (B) AsPC-1 cells was measured via wound-healing assay. Magnification, x40. Migration of (C) PANC-1 and (D) AsPC-1 cells was also measured using a Transwell migration assay following transfection with miR-361 ...
00000081
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Migratory process of PC cells was inhibited by miR-361. Migration of transfected (A) PANC-1 and (B) AsPC-1 cells was measured via wound-healing assay. Magnification, x40. Migration of (C) PANC-1 and (D) AsPC-1 cells was also measured using a Transwell migration assay following transfection with miR-361 ...
00000082
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of PCs on MPTP-induced apoptosis. (A) A TUNEL assay was performed to detect apoptosis, and TUNEL-positive cells were detected (magnification, ×200). (B) ROS levels were measured using the fluorescent probe, 2′,7′-dichlorodihydrofluorescein diacetate. (C) JNK/c-Jun signaling pathway proteins were...
00000083
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of PCs on MPTP-induced apoptosis. (A) A TUNEL assay was performed to detect apoptosis, and TUNEL-positive cells were detected (magnification, ×200). (B) ROS levels were measured using the fluorescent probe, 2′,7′-dichlorodihydrofluorescein diacetate. (C) JNK/c-Jun signaling pathway proteins were...
00000084
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of PCs on MPTP-induced apoptosis. (A) A TUNEL assay was performed to detect apoptosis, and TUNEL-positive cells were detected (magnification, ×200). (B) ROS levels were measured using the fluorescent probe, 2′,7′-dichlorodihydrofluorescein diacetate. (C) JNK/c-Jun signaling pathway proteins were...
00000085
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of PCs on MPTP-induced apoptosis. (A) A TUNEL assay was performed to detect apoptosis, and TUNEL-positive cells were detected (magnification, ×200). (B) ROS levels were measured using the fluorescent probe, 2′,7′-dichlorodihydrofluorescein diacetate. (C) JNK/c-Jun signaling pathway proteins were...
00000086
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Effects of PCs on MPTP-induced apoptosis. (A) A TUNEL assay was performed to detect apoptosis, and TUNEL-positive cells were detected (magnification, ×200). (B) ROS levels were measured using the fluorescent probe, 2′,7′-dichlorodihydrofluorescein diacetate. (C) JNK/c-Jun signaling pathway proteins were...
00000087
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000088
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000089
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000090
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000091
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000092
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000093
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000094
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000095
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "CCR4−/− T reg cells fail to prevent cutaneous and pulmonary inflammation after transfer into neonatal sf mice. Photomicrographs of hematoxylin and eosin–stained sections of skin, lung, and liver from either an unmanipulated sf mouse (bottom) or from sf mice given purified WT or CCR4−/− CD4+CD25+ T reg c...
00000096
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Minocycline alleviated LPS-induced myocardial injury in mice. (A) Heart tissues were stained with H&E solution to elucidate pathological alterations. (B,C) The serum concentration of creatine kinase-MB (CK-MB) and lactate dehydrogenase (LDH) were detected. (D–F) The expression levels of Bax and Bcl-2 in...
00000097
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Minocycline alleviated LPS-induced myocardial injury in mice. (A) Heart tissues were stained with H&E solution to elucidate pathological alterations. (B,C) The serum concentration of creatine kinase-MB (CK-MB) and lactate dehydrogenase (LDH) were detected. (D–F) The expression levels of Bax and Bcl-2 in...
00000098
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
{ "caption": "Minocycline alleviated LPS-induced myocardial injury in mice. (A) Heart tissues were stained with H&E solution to elucidate pathological alterations. (B,C) The serum concentration of creatine kinase-MB (CK-MB) and lactate dehydrogenase (LDH) were detected. (D–F) The expression levels of Bax and Bcl-2 in...
00000099
hf://datasets/vector-institute/open-pmc-18m@0d97c202058f2ac1b33438ec35e4b37b31ad3a41/data-000000.tar
End of preview. Expand in Data Studio

OPEN-PMC

Open-PMC Pipeline

Arxiv: Arxiv     |     Code: Open-PMC Github     |     Model Checkpoint: Hugging Face

Dataset Summary

This dataset consists of image-text pairs extracted from medical papers available on PubMed Central. It has been curated to support research in medical image understanding, particularly in natural language processing (NLP) and computer vision tasks related to medical imagery. The dataset includes:

  • Extracted images from research articles.
  • Associated captions and sub-captions with each image.
  • All pairs are filtered medical image-text pairs.
  • All images are decomposed compound figures with their respective sub-captions.
  • Summarized in-text references to corresponding images for better model training.

Supported Tasks and Benchmarks

This dataset is designed for research in:

  • Medical Image Captioning: Training and evaluating models that generate descriptions for medical images.
  • Multimodal Learning: Studying the relationship between medical images and their textual descriptions.
  • Image-Text Retrieval: Enabling models to retrieve relevant images based on textual queries and vice versa.
  • Medical Language Understanding: Assisting in understanding complex medical terminology in images.

Languages

The dataset primarily contains text in English.

Dataset Structure

Data Fields

Each record in the dataset contains:

  • Image: Filename of each extracted and decomposed image.
  • Full caption: Original figure caption from the research paper.

Data Splits

The dataset does not contain predefined splits. Users can split the data as needed for training, validation, and testing.

Dataset Creation

Source Data

Initial Data Collection and Processing

  1. Data Collection: We used the raw data provided in BIOMEDICA.
  2. Filtering: Non-medical image-text pairs were removed to ensure a focused dataset.
  3. Compound Figure Decomposition: Multi-panel figures were split into individual sub-figures.

Annotations

The dataset does not contain additional manual annotations.

Uses

This dataset is designed for research purposes only and should not be used for:

  • Clinical diagnosis.
  • Medical decision-making.
  • Any real-world patient care applications.

Ethical Considerations

  • This dataset is derived from open-access publications available on PubMed Central.
  • Researchers should comply with ethical guidelines and ensure that their work does not imply clinical utility.
  • The dataset is intended strictly for academic and research purposes.

Citation

If you find the code useful for your research, please consider citing

@article{baghbanzadeh2025open,
  title={Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning},
  author={Baghbanzadeh, Negin and Ashkezari, Sajad and Dolatabadi, Elham and Afkanpour, Arash},
  journal={arXiv preprint arXiv:2506.02738},
  year={2025}
}

License

This dataset is licensed under CC-BY-4.0, meaning it can be used for research purposes with appropriate attribution.

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