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1. Code Interpreter
1.1 Code Interpreterã®å°å ¥
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from pptx import Presentation
from pptx.util import Inches, Pt
from pptx.dml.color import RGBColor
from pptx.enum.text import PP_ALIGN
# Create a blank presentation
presentation = Presentation()
# Define slide layout as blank
slide_layout = presentation.slide_layouts[6]
# Add a slide with the blank layout
slide = presentation.slides.add_slide(slide_layout)
# Define the background color
background = slide.background
fill = background.fill
fill.solid()
fill.fore_color.rgb = RGBColor(0, 0, 70) # R0G0B70
# Define the parameters for the text boxes
text_boxes = [
{
"height": 1.5, "width": 9, "left": 0.8, "top": 1.2,
"text": "ç
é¢å¥è ç«ã®äž»æ²»å»", "font_size": 44, "bold": True, "color": (255, 255, 0)
}, # Yellow
{
"height": 1.5, "width": 9, "left": 0.8, "top": 3.4,
"text": "åç©ç
é¢ãå
ç§", "font_size": 36, "bold": True, "color": (255, 255, 255)
}, # White
{
"height": 1.5, "width": 12, "left": 0.8, "top": 5.5,
"text": "çé è
ã®COI衚瀺 æŒé¡çºè¡šã«é¢ããé瀺ãã¹ãCOIé¢ä¿ã«ããäŒæ¥çã¯ãããŸããã",
"font_size": 28, "bold": True, "color": (200, 255, 255)
}, # R200G255B255
]
# Add the text boxes to the slide
for tb in text_boxes:
text_box = slide.shapes.add_textbox(
Inches(tb["left"]), Inches(tb["top"]), Inches(tb["width"]), Inches(tb["height"])
)
frame = text_box.text_frame
frame.word_wrap = False
frame.auto_size = True
frame.text = tb["text"]
para = frame.paragraphs[0]
para.alignment = PP_ALIGN.LEFT
run = para.runs[0]
run.font.size = Pt(tb["font_size"])
run.font.bold = tb["bold"]
run.font.color.rgb = RGBColor(*tb["color"])
# Save the presentation
presentation_file = "/mnt/data/my_presentation.pptx"
presentation.save(presentation_file)
1æã®ã¹ã©ã€ãã§ããã ãã®éã§ãâŠã
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1æã®ã¹ã©ã€ãæã®codeãäœæããã®ã«ãããæéã¯Î²ã®ããã倧äœ1-2åã§ããçæ³ã¯æ°ææã®ã¹ã©ã€ããäŸé ŒããŠPCãæŸçœ®ããŠåºæ¥äžããã®ãåŸ ã€ãšãã£ããšããã§ãã, åæã«2æå以äžã®äœæãäŸé Œããå Žå, ãšã©ãŒã®åºçŸçãç°åžžã«äžããå°è±¡ã§ãã ãã®ãã, 1æãã€äœæãçŸå®çã§ãã, ããã§ã¯å®çšæ§ãå®çšæ§ãããŸããããŸãããææããŒãžã§ã³ã«æåŸ ã§ãã
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衚1: TP â g/dL, CK â U/L, LDH â IU/L, AST â IU/L, ALT â IU/L, ALP â IU/L, γGTP â IU/L, T-Bil â mg/dL, BUN â mg/dL, Cre â mg/dL, Na â mEq/L, K â mEq/L, CRP â mg/dL, Glu â mg/dL
衚2:WBC â /uL, Lymp â%, Mono â%, Neut â%, Eosino â%, Hb â g/dL, PLT â x 10^4/uL, PT-INR â, APTT â sec
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6. ãµã³ãã«ã³ãŒã
6.1 æåå

python code
from pptx import Presentation
from pptx.util import Inches, Pt
from pptx.dml.color import RGBColor
from pptx.enum.shapes import MSO_SHAPE
from pptx.enum.text import MSO_ANCHOR, MSO_AUTO_SIZE
# Create a new presentation
prs = Presentation()
# Define slide layout
slide_layout = prs.slide_layouts[6] # title slide
slide = prs.slides.add_slide(slide_layout)
# Set slide background color
background = slide.background
fill = background.fill
fill.solid()
fill.fore_color.rgb = RGBColor(0, 0, 70)
# Create textbox 1
left = Inches(4)
top = Inches(0.4)
width = Inches(1.8)
height = Inches(1.4)
txBox1 = slide.shapes.add_textbox(left, top, width, height)
tf1 = txBox1.text_frame
tf1.word_wrap = False
p = tf1.add_paragraph()
p.text = "çäŸ"
run = p.runs[0]
run.font.size = Pt(44)
run.font.bold = True
run.font.color.rgb = RGBColor(255, 255, 0) # yellow
# Create textbox 2
left = Inches(0.4)
top = Inches(1.7)
width = Inches(9)
height = Inches(5)
txBox2 = slide.shapes.add_textbox(left, top, width, height)
tf2 = txBox2.text_frame
tf2.word_wrap = False
# Add each paragraph separately to control color
p = tf2.add_paragraph()
run = p.add_run()
run.text = "ã䞻蚎ã"
run.font.size = Pt(26)
run.font.color.rgb = RGBColor(255, 255, 0) # yellow
run = p.add_run()
run.text = "çºç±ãå
šèº«åŠæ æ"
run.font.size = Pt(26)
run.font.color.rgb = RGBColor(255, 255, 255) # white
p = tf2.add_paragraph()
run = p.add_run()
run.text = "ãçŸç
æŽã"
run.font.size = Pt(26)
run.font.color.rgb = RGBColor(255, 255, 0) # yellow
p = tf2.add_paragraph()
run = p.add_run()
run.text = "2023幎8æ10æ¥ãçªç¶ã®çºç±ãšåŠæ æãåœé çãšåŒåžèŠãæããè§£ç±é®çè¬ãå
æãããã®ã®çç¶ã¯æ¹åããªãã£ããåå»ãžçžè«ããèºçãçãããã¬ã³ãã²ã³æ€æ»ãåããèºã«ç°åžžé°åœ±ãææããããè¡æ¶²æ€æ»ã§çœè¡çæ°äžæãææããããã£ããç·åç
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¥é¢ãšãªã£ãã"
run.font.size = Pt(26)
run.font.color.rgb = RGBColor(255, 255, 255) # white
# Save presentation
prs.save("medical_case_revised.pptx")
6.2 æ€æ»å€ (衚)

ããã³ãã
â æ€æ»å€ãæŽããããã³ãã
æ£è
æ
å ±ãã
æ€æ»æèŠãæãåºããŠä»¥äžã®åœ¢åŒã§æååãäœæããŠãã ããã該åœããé
ç®ããªããã°â ã§çœ®ãæããŠãã ããã
衚1: TP â g/dL, CK â U/L, LDH â IU/L, AST â IU/L, ALT â IU/L, ALP â IU/L, γGTP â IU/L, T-Bil â mg/dL, BUN â mg/dL, Cre â mg/dL, Na â mEq/L, K â mEq/L, CRP â mg/dL, Glu â mg/dL
衚2:WBC â /uL, Lymp â%, Mono â%, Neut â%, Eosino â%, Hb â g/dL, PLT â x 10^4/uL, PT-INR â, APTT â sec
â¡ ãã¯ãã¹ã©ã€ããäœãããã³ãã
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èæ¯è² R0G10B40
ããã¹ãããã¯ã¹: é«ã0.5inch å¹
4inch å·Š 3inch 瞊0.2inch âãäž»èŠãªæ€æ»æèŠã "ãã©ã³ã28 é»è²
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ç®ã§åºæºå€ãåç
§ããŠé«å€, æ£åžžå€, äœå€ãå€å®ããŠãã ããã
è²ã®èšå®ïŒé«å€ã¯ããããã³ã¯, äœå€ã¯ã·ã¢ã³, æ£åžžå€ã¯çœãåãè¡ã®æ€æ»é
ç®, æ°å€, åäœã¯åãè²ã§çµ±äžãäŸãã°TPãé«å€ãªãTPãšåãè¡ã®æ°åãšg/dLã¯ããããããããã³ã¯ãè²ãèšå®ããåã«åã»ã«ã«ããã¹ããååšããããšã確èªãååšããªããã°èšå®äžèŠã
衚ã®çœ«ç·ã¯äžèŠ(èæ¯ãšåæ§ã«éæ)ãèæ¯ã¯ãªã æåã¯ãã©ã³ã18 çœè²ã衚ãã¹ã©ã€ãã«è²Œãä»ããŠãã ãããã
衚1(14è¡3å:1åç®æ€æ»é
ç® äŸTP, 2åç® æ°å€ äŸ 7.3, 3åç®åäœ äŸ g/dL)ã
衚ã®ãµã€ãºïŒé«ã6inch å¹
4.3inch äœçœ®ïŒå·Š 0.4inch 瞊1.4inch
:TP 7.3 g/dL, CK 100 U/L, LDH 220 IU/L, AST 80 IU/L, ALT 45 IU/L, ALP â IU/L, γGTP 45 IU/L, T-Bil 0.8 mg/dL, BUN 15 mg/dL, Cre 1 mg/dL, Na 140 mEq/L, K 3.3 mEq/L, CRP 2.5 mg/dL, Glu 85 mg/dL
衚2 (12è¡3å)
WBC 7500 /uL, Lymp â%, Mono â%, Neut â%, Eosino â%, Hb 8.4 g/dL, PLT 300 x 10^4/uL, PT-INR â, APTT â sec
é«ã3.5inch å¹
4.3inch 巊 5.2inch 瞊1.4inch
åºæºå€: AST 7-56, ALT 7-56, LDH 140-280, ChE 8300-18700, γGTP 10-60, CK 38-174, TP 6.4-8.3, T-Bil 0.1-1.2, BUN 7-20, Cre 0.74-1.35, UA 3.4-7.0, Na 135-145, K 3.5-5.1, Cl 96-106, Glu 70-110, WBC 4500-11000, HGB 13.5-17.5, HCT 38.8-50.0, MCV 80-96, PLT 150000-450000, CRP 0.0-1.0
python code
from pptx import Presentation
from pptx.util import Inches, Pt
from pptx.dml.color import RGBColor
# Update table data
table_data1 = [
["TP", "7.3", "g/dL"],
["CK", "100", "U/L"],
["LDH", "220", "IU/L"],
["AST", "80", "IU/L"],
["ALT", "45", "IU/L"],
["ALP", "â", "IU/L"],
["γGTP", "45", "IU/L"],
["T-Bil", "0.8", "mg/dL"],
["BUN", "15", "mg/dL"],
["Cre", "1", "mg/dL"],
["Na", "140", "mEq/L"],
["K", "3.3", "mEq/L"],
["CRP", "2.5", "mg/dL"],
["Glu", "85", "mg/dL"],
]
table_data2 = [
["WBC", "7500", "/uL"],
["Lymp", "â", "%"],
["Mono", "â", "%"],
["Neut", "â", "%"],
["Eosino", "â", "%"],
["Hb", "8.4", "g/dL"],
["PLT", "300", "x 10^4/uL"],
["PT-INR", "â", ""],
["APTT", "â", "sec"],
]
# Define the reference values
reference_values = {
"AST": [7, 56],
"ALT": [7, 56],
"LDH": [140, 280],
"ChE": [8300, 18700],
"γGTP": [10, 60],
"CK": [38, 174],
"TP": [6.4, 8.3],
"T-Bil": [0.1, 1.2],
"BUN": [7, 20],
"Cre": [0.74, 1.35],
"UA": [3.4, 7.0],
"Na": [135, 145],
"K": [3.5, 5.1],
"Cl": [96, 106],
"Glu": [70, 110],
"WBC": [4500, 11000],
"HGB": [13.5, 17.5],
"HCT": [38.8, 50.0],
"MCV": [80, 96],
"PLT": [150000, 450000],
"CRP": [0.0, 1.0]
}
# Create a new presentation
prs = Presentation()
# Set slide background color
slide_layout = prs.slide_layouts[6] # select an empty layout
slide = prs.slides.add_slide(slide_layout)
slide.background.fill.solid()
slide.background.fill.fore_color.rgb = RGBColor(0, 0, 70)
# Add a textbox
left = Inches(3)
top = Inches(0.2)
width = Inches(4)
height = Inches(0.5)
txBox = slide.shapes.add_textbox(left, top, width, height)
tf = txBox.text_frame
p = tf.add_paragraph()
p.text = "ãäž»èŠãªæ€æ»æèŠã"
p.font.size = Pt(28)
p.font.color.rgb = RGBColor(255, 255, 0) # Yellow
# Function to create table
def create_table(table_data, left, top, width, height):
# Define table size
rows, cols = len(table_data), len(table_data[0])
# Add table to slide
table = slide.shapes.add_table(rows, cols, left, top, width, height).table
# Set font for table
font_size = 18
color_white = RGBColor(255, 255, 255)
color_hotpink = RGBColor(255, 105, 180)
color_cyan = RGBColor(0, 255, 255)
# Set table cell properties
for r in range(rows):
for c in range(cols):
cell = table.cell(r, c)
cell.text = table_data[r][c]
for paragraph in cell.text_frame.paragraphs:
for run in paragraph.runs:
run.font.size = Pt(font_size)
cell.fill.background()
# Set color based on reference values
for r in range(rows):
if table_data[r][0] in reference_values and not table_data[r][1].startswith("â"):
low, high = reference_values[table_data[r][0]]
try:
value = float(table_data[r][1])
if value > high:
for c in range(cols):
cell = table.cell(r, c)
for paragraph in cell.text_frame.paragraphs:
for run in paragraph.runs:
run.font.color.rgb = color_hotpink
elif value < low:
for c in range(cols):
cell = table.cell(r, c)
for paragraph in cell.text_frame.paragraphs:
for run in paragraph.runs:
run.font.color.rgb = color_cyan
else:
for c in range(cols):
cell = table.cell(r, c)
for paragraph in cell.text_frame.paragraphs:
for run in paragraph.runs:
run.font.color.rgb = color_white
except ValueError:
for c in range(cols):
cell = table.cell(r, c)
for paragraph in cell.text_frame.paragraphs:
for run in paragraph.runs:
run.font.color.rgb = color_white
else:
for c in range(cols):
cell = table.cell(r, c)
for paragraph in cell.text_frame.paragraphs:
for run in paragraph.runs:
run.font.color.rgb = color_white
# Create two tables
create_table(table_data1, Inches(0.4), Inches(1.4), Inches(4.3), Inches(6))
create_table(table_data2, Inches(5.2), Inches(1.4), Inches(4.3), Inches(3.5))
# Save presentation
prs.save("/mnt/data/medical_test_results.pptx")
5.3 çµé衚ã°ã©ã

python code
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
# Given data
data_psl = {
'day': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
'PSL': [40, 40, 40, 30, 30, 20, 20, 10, 0, 0]
}
data_crp = {
'day': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
'CRP': [10.2, 8.0, np.nan, 2.3, np.nan, 1.2, np.nan, 0.2, 0.03, 0.5]
}
data_wbc = {
'day': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
'WBC': [10200, 8900, np.nan, 7700, np.nan, 5500, np.nan, 4230, np.nan, 5000]
}
# Create dataframes
df_psl = pd.DataFrame(data_psl)
df_crp = pd.DataFrame(data_crp)
df_wbc = pd.DataFrame(data_wbc)
# Interpolate missing values
df_crp['CRP'] = df_crp['CRP'].interpolate()
df_wbc['WBC'] = df_wbc['WBC'].interpolate()
# Define color settings
psl_color = '#7030A0' # RGB(112, 48, 160)
crp_color = '#FF69B4' # Deep pink
wbc_color = '#00FFFF' # Cyan
title_color = 'yellow'
axis_color = 'white'
# Set the default figure background to transparent
plt.rcParams['figure.facecolor'] = 'none'
# Create a figure with two subplots with different heights
fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(10, 6), gridspec_kw={'height_ratios': [1, 3]})
fig.suptitle('Clinical Course', fontsize=14, fontweight='bold', color=title_color) # Add a title with yellow color
# PSL Bar graph
ax1.bar(df_psl['day'], df_psl['PSL'], color=psl_color, edgecolor=psl_color, align='edge', width=1.0)
ax1.set_ylabel('PSL', color=psl_color)
ax1.tick_params(axis='y', colors=psl_color)
ax1.tick_params(axis='x', bottom=False, labelbottom=False) # Remove x-axis labels
ax1.spines['bottom'].set_visible(False) # Remove x-axis line at y=0
ax1.grid(False) # Remove grid
for spine in ax1.spines.values(): # Change color of all spines to white
spine.set_edgecolor(axis_color)
# CRP Line graph
ax2.plot(df_crp['day'], df_crp['CRP'], color=crp_color, marker='o', markersize=8, markerfacecolor=crp_color)
ax2.set_ylabel('CRP', color=crp_color)
# WBC Line graph
ax2b = ax2.twinx() # Create a second y-axis
ax2b.plot(df_wbc['day'], df_wbc['WBC'], color=wbc_color, marker='s', markersize=8, markerfacecolor=wbc_color) # Change marker to square
ax2b.set_ylabel('WBC', color=wbc_color)
ax2b.tick_params(axis='y', colors=wbc_color)
ax2.set_xlabel('Day', color=axis_color)
ax2.tick_params(axis='y', colors=crp_color)
ax2.tick_params(axis='x', colors=axis_color) # Change color of x-axis ticks to white
ax2.xaxis.set_ticks(np.arange(min(df_crp['day']), max(df_crp['day'])+1, 1)) # Set x-axis ticks
ax2.grid(False) # Remove grid
ax2b.grid(False) # Remove grid
for spine in ax2.spines.values(): # Change color of all spines to white
spine.set_edgecolor(axis_color)
for spine in ax2b.spines.values(): # Change color of all spines to white
spine.set_edgecolor(axis_color)
plt.tight_layout()
# Save the figure as a SVG file
fig.savefig("/path/to/save/clinical_course_graph_specific_psl.svg", format='svg', transparent=True)
plt.show()