medi-llm / predictions_image_20250726_174100.csv
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update inference, inference web UI with gradio
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patient_id,predicted,truth_label,emr_text,image_path
COVID-8,high,high,"Patient TEST-DC29, a 55 years old individual presented after experiencing symptoms for approximately 10 days. Patient remains oriented with stable hemodynamics. A gradual onset of dry cough with mild respiratory discomfort has been documented. Vital measurements include a body temperature of 100.8°F and an oxygen saturation level of 87%. No definitive pattern observed; further evaluation is warranted. No remarkable family history or chronic illness reported. Anosmia has been intermittently observed over recent days.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-1640.png
NORMAL-6,low,low,"Patient TEST-RF26, a 42 years old individual presented after experiencing symptoms for approximately 6 days. A gradual onset of dry cough with mild respiratory discomfort has been documented. Standard precautions have been advised post-evaluation. Vital measurements include a body temperature of 98.6°F and an oxygen saturation level of 98%. No prior admissions or surgical history disclosed. Diagnosis remains unclear pending further laboratory confirmation.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-2223.png
VIRAL PNEUMONIA-5,medium,medium,"Patient TEST-NP02, a 75 years old individual presented after experiencing symptoms for approximately 9 days. The patient has noted intermittent chest pressure and occasional shortness of breath. Vital measurements include a body temperature of 99.1°F and an oxygen saturation level of 92%. No definitive pattern observed; further evaluation is warranted. Patient remains oriented with stable hemodynamics. Radiographic evidence reveals dispersed infiltrative patterns.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-1101.png
NORMAL-2,low,low,"Patient TEST-AJ06, a 50 years old individual presented after experiencing symptoms for approximately 4 days. Episodes of throat irritation and general malaise observed. Vital measurements include a body temperature of 97.9°F and an oxygen saturation level of 95%. Diagnosis remains unclear pending further laboratory confirmation. No prior admissions or surgical history disclosed.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-7819.png
COVID-10,high,high,"Patient TEST-DF19, a 68 years old individual presented after experiencing symptoms for approximately 7 days. The patient has noted intermittent chest pressure and occasional shortness of breath. Vital measurements include a body temperature of 102.4°F and an oxygen saturation level of 92%. No prior admissions or surgical history disclosed. No definitive pattern observed; further evaluation is warranted.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-418.png
COVID-5,high,high,"Patient TEST-RI51, a 46 years old individual presented after experiencing symptoms for approximately 6 days. Nutritional intake and sleep patterns appear adequate. Episodes of throat irritation and general malaise observed. Vital measurements include a body temperature of 99.4°F and an oxygen saturation level of 89%. No remarkable family history or chronic illness reported. Diagnosis remains unclear pending further laboratory confirmation.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-653.png
VIRAL PNEUMONIA-8,medium,medium,"Patient TEST-CD95, a 64 years old individual presented after experiencing symptoms for approximately 8 days. Episodes of throat irritation and general malaise observed. Nutritional intake and sleep patterns appear adequate. Vital measurements include a body temperature of 100.9°F and an oxygen saturation level of 96%. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-1286.png
COVID-3,high,high,"Patient TEST-KO00, a 56 years old individual presented after experiencing symptoms for approximately 3 days. No prior admissions or surgical history disclosed. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 100.2°F and an oxygen saturation level of 89%. No prior admissions or surgical history disclosed. No definitive pattern observed; further evaluation is warranted.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-2258.png
NORMAL-5,low,low,"Patient TEST-EK85, a 79 years old individual presented after experiencing symptoms for approximately 5 days. Episodes of throat irritation and general malaise observed. No remarkable family history or chronic illness reported. Nutritional intake and sleep patterns appear adequate. Vital measurements include a body temperature of 98.0°F and an oxygen saturation level of 97%. No definitive pattern observed; further evaluation is warranted.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-1365.png
VIRAL PNEUMONIA-6,medium,medium,"Patient TEST-DY43, a 75 years old individual presented after experiencing symptoms for approximately 5 days. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 100.7°F and an oxygen saturation level of 95%. Nutritional intake and sleep patterns appear adequate. No remarkable family history or chronic illness reported. Diagnosis remains unclear pending further laboratory confirmation.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-927.png
COVID-7,high,high,"Patient TEST-DN15, a 37 years old individual presented after experiencing symptoms for approximately 10 days. The patient has noted intermittent chest pressure and occasional shortness of breath. Vital measurements include a body temperature of 99.1°F and an oxygen saturation level of 91%. Preliminary indicators fall into a diagnostic grey area. No remarkable family history or chronic illness reported. Anosmia has been intermittently observed over recent days.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-1085.png
NORMAL-7,low,low,"Patient TEST-QU92, a 85 years old individual presented after experiencing symptoms for approximately 3 days. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 98.2°F and an oxygen saturation level of 97%. Nutritional intake and sleep patterns appear adequate. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-7874.png
COVID-6,high,high,"Patient TEST-YM73, a 65 years old individual presented after experiencing symptoms for approximately 2 days. Episodes of throat irritation and general malaise observed. Nutritional intake and sleep patterns appear adequate. No remarkable family history or chronic illness reported. Vital measurements include a body temperature of 100.0°F and an oxygen saturation level of 93%. Diagnosis remains unclear pending further laboratory confirmation. Anosmia has been intermittently observed over recent days.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-1399.png
NORMAL-1,low,low,"Patient TEST-HN49, a 34 years old individual presented after experiencing symptoms for approximately 9 days. A gradual onset of dry cough with mild respiratory discomfort has been documented. Vital measurements include a body temperature of 98.4°F and an oxygen saturation level of 99%. No prior admissions or surgical history disclosed. No prior admissions or surgical history disclosed. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-1925.png
NORMAL-4,low,low,"Patient TEST-QE09, a 52 years old individual presented after experiencing symptoms for approximately 7 days. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 98.2°F and an oxygen saturation level of 95%. Preliminary indicators fall into a diagnostic grey area. There are currently no active complaints from the patient.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-3320.png
VIRAL PNEUMONIA-1,medium,medium,"Patient TEST-HR49, a 61 years old individual presented after experiencing symptoms for approximately 5 days. No remarkable family history or chronic illness reported. Patient remains oriented with stable hemodynamics. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 99.5°F and an oxygen saturation level of 90%. Preliminary indicators fall into a diagnostic grey area. Radiographic evidence reveals dispersed infiltrative patterns.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-144.png
NORMAL-8,medium,low,"Patient TEST-RW12, a 54 years old individual presented after experiencing symptoms for approximately 5 days. A gradual onset of dry cough with mild respiratory discomfort has been documented. Vital measurements include a body temperature of 98.4°F and an oxygen saturation level of 96%. Presentation overlaps multiple pulmonary conditions. Nutritional intake and sleep patterns appear adequate.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-4447.png
VIRAL PNEUMONIA-9,medium,medium,"Patient TEST-ZO32, a 20 years old individual presented after experiencing symptoms for approximately 10 days. Standard precautions have been advised post-evaluation. No remarkable family history or chronic illness reported. A gradual onset of dry cough with mild respiratory discomfort has been documented. Vital measurements include a body temperature of 101.2°F and an oxygen saturation level of 92%. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-261.png
VIRAL PNEUMONIA-10,medium,medium,"Patient TEST-CU46, a 40 years old individual presented after experiencing symptoms for approximately 8 days. No prior admissions or surgical history disclosed. A gradual onset of dry cough with mild respiratory discomfort has been documented. No remarkable family history or chronic illness reported. Vital measurements include a body temperature of 99.1°F and an oxygen saturation level of 95%. Diagnosis remains unclear pending further laboratory confirmation.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-166.png
COVID-1,high,high,"Patient TEST-FB14, a 40 years old individual presented after experiencing symptoms for approximately 7 days. Nutritional intake and sleep patterns appear adequate. The patient has noted intermittent chest pressure and occasional shortness of breath. Nutritional intake and sleep patterns appear adequate. Vital measurements include a body temperature of 98.9°F and an oxygen saturation level of 91%. Presentation overlaps multiple pulmonary conditions.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-3380.png
COVID-2,high,high,"Patient TEST-HB66, a 73 years old individual presented after experiencing symptoms for approximately 10 days. Mild respiratory symptoms have progressed over several days. Nutritional intake and sleep patterns appear adequate. Vital measurements include a body temperature of 99.3°F and an oxygen saturation level of 89%. Diagnosis remains unclear pending further laboratory confirmation.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-1410.png
NORMAL-3,low,low,"Patient TEST-KX40, a 39 years old individual presented after experiencing symptoms for approximately 2 days. Reported complaints include mild fatigue and sporadic episodes of wheezing. No prior admissions or surgical history disclosed. No prior admissions or surgical history disclosed. Vital measurements include a body temperature of 97.6°F and an oxygen saturation level of 95%. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-5988.png
COVID-9,low,high,"Patient TEST-JK08, a 64 years old individual presented after experiencing symptoms for approximately 7 days. Nutritional intake and sleep patterns appear adequate. Episodes of throat irritation and general malaise observed. Vital measurements include a body temperature of 100.0°F and an oxygen saturation level of 93%. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-2796.png
VIRAL PNEUMONIA-3,medium,medium,"Patient TEST-RZ58, a 84 years old individual presented after experiencing symptoms for approximately 4 days. Reported complaints include mild fatigue and sporadic episodes of wheezing. Vital measurements include a body temperature of 100.3°F and an oxygen saturation level of 91%. No remarkable family history or chronic illness reported. Preliminary indicators fall into a diagnostic grey area.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-843.png
NORMAL-9,low,low,"Patient TEST-SG97, a 24 years old individual presented after experiencing symptoms for approximately 10 days. Standard precautions have been advised post-evaluation. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 98.7°F and an oxygen saturation level of 100%. Presentation overlaps multiple pulmonary conditions.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-4888.png
VIRAL PNEUMONIA-2,medium,medium,"Patient TEST-OG12, a 74 years old individual presented after experiencing symptoms for approximately 3 days. Mild respiratory symptoms have progressed over several days. Vital measurements include a body temperature of 101.3°F and an oxygen saturation level of 91%. Presentation overlaps multiple pulmonary conditions. No prior admissions or surgical history disclosed.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-396.png
COVID-4,high,high,"Patient TEST-KY96, a 83 years old individual presented after experiencing symptoms for approximately 6 days. Patient remains oriented with stable hemodynamics. Reported complaints include mild fatigue and sporadic episodes of wheezing. Vital measurements include a body temperature of 99.9°F and an oxygen saturation level of 94%. Presentation overlaps multiple pulmonary conditions. Nutritional intake and sleep patterns appear adequate.",/Users/preetham_ravula/projects/medi-llm/data/images/COVID/COVID-1639.png
VIRAL PNEUMONIA-7,medium,medium,"Patient TEST-ZK84, a 52 years old individual presented after experiencing symptoms for approximately 1 days. Patient remains oriented with stable hemodynamics. Episodes of throat irritation and general malaise observed. No remarkable family history or chronic illness reported. Vital measurements include a body temperature of 99.7°F and an oxygen saturation level of 91%. Clinical features are suggestive of a nonspecific viral etiology.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-397.png
NORMAL-10,low,low,"Patient TEST-PW53, a 51 years old individual presented after experiencing symptoms for approximately 9 days. Standard precautions have been advised post-evaluation. The patient has noted intermittent chest pressure and occasional shortness of breath. Vital measurements include a body temperature of 97.6°F and an oxygen saturation level of 97%. Diagnosis remains unclear pending further laboratory confirmation. No prior admissions or surgical history disclosed.",/Users/preetham_ravula/projects/medi-llm/data/images/NORMAL/Normal-1943.png
VIRAL PNEUMONIA-4,medium,medium,"Patient TEST-PP31, a 38 years old individual presented after experiencing symptoms for approximately 3 days. Episodes of throat irritation and general malaise observed. Vital measurements include a body temperature of 102.1°F and an oxygen saturation level of 91%. Presentation overlaps multiple pulmonary conditions. Patient remains oriented with stable hemodynamics. Radiographic evidence reveals dispersed infiltrative patterns.",/Users/preetham_ravula/projects/medi-llm/data/images/VIRAL PNEUMONIA/Viral Pneumonia-411.png