Echo/fcb_photo_review
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优化自动审核判断

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liuyebo
2024-10-11 10:03:20 +08:00
parent a11cefb999
commit f3930cc7bd
2 changed files with 81 additions and 65 deletions
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14
photo_review/__init__.py
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@@ -42,3 +42,17 @@ jieba.suggest_freq(('骨', '伤'), True)
jieba.suggest_freq(('感染', '性'), True)
jieba.suggest_freq(('胆', '道'), True)
jieba.suggest_freq(('脾', '胃'), True)
'''
出院记录缺页判断关键词配置
'''
DISCHARGE_KEY = {
'入院诊断': ['入院诊断'],
'入院情况': ['入院情况', '入院时情况', '入院时主要症状'],
'入院日期': ['入院日期', '入院时间'],
'诊疗经过': ['诊疗经过', '住院经过', '治疗经过'],
'出院诊断': ['出院诊断'],
'出院情况': ['出院情况', '出院时情况'],
'出院日期': ['出院日期', '出院时间'],
'出院医嘱': ['出院医嘱']
}

74
photo_review/auto_photo_review.py
View File

@@ -16,7 +16,7 @@ from db import MysqlSession
from db.mysql import BdYljg, BdYlks, ZxIeCost, ZxIeDischarge, ZxIeSettlement, ZxPhhd, ZxPhrec, ZxIeReview, ZxIeResult
from log import HOSTNAME
from photo_review import PHHD_BATCH_SIZE, SLEEP_MINUTES, HOSPITAL_ALIAS, HOSPITAL_FILTER, DEPARTMENT_ALIAS, \
DEPARTMENT_FILTER
DEPARTMENT_FILTER, DISCHARGE_KEY
from services.paddle_services import IE_KEY
from ucloud import ufile
from util import image_util, common_util, html_util, model_util
@@ -446,37 +446,31 @@ def photo_review(pk_phhd, name):
discharge_data = discharge_task(pk_phhd, discharge_result)
cost_data = cost_task(pk_phhd, cost_result)
review_result = {
'pk_phhd': pk_phhd,
}
# 三项资料完整性判断
# 三项资料缺项判断
if (bool(settlement_data) and settlement_data['personal_account_payment']
and settlement_data['personal_cash_payment'] and settlement_data['medical_expenses']
and settlement_data['personal_account_payment'] + settlement_data['personal_cash_payment']
< settlement_data['medical_expenses']):
review_result['has_settlement'] = True
review_result['has_discharge'] = bool(discharge_result)
review_result['has_cost'] = bool(cost_result)
review_result = {
'pk_phhd': pk_phhd,
'has_settlement': bool(settlement_result),
'has_discharge': bool(discharge_result),
'has_cost': bool(cost_result),
}
if (review_result['has_settlement'] and settlement_data.get('personal_account_payment')
and settlement_data.get('personal_cash_payment') and settlement_data.get('medical_expenses')):
review_result['has_settlement'] &= (
float(settlement_data['personal_account_payment']) + float(settlement_data['personal_cash_payment'])
< float(settlement_data['medical_expenses'])
)
# 三项资料缺页判断
page_description = []
discharge_key = {
'入院诊断': ['入院诊断'],
'入院情况': ['入院情况', '入院时情况', '入院时主要症状'],
'入院日期': ['入院日期', '入院时间'],
'诊疗经过': ['诊疗经过', '住院经过', '治疗经过'],
'出院诊断': ['出院诊断'],
'出院情况': ['出院情况', '出院时情况'],
'出院日期': ['出院日期', '出院时间'],
'出院医嘱': ['出院医嘱']
}
for discharge_item in discharge_key:
if not all(key in discharge_text for key in discharge_key[discharge_item]):
page_description.append(f"《出院记录》缺{discharge_item}")
if review_result['has_discharge']:
for discharge_item in DISCHARGE_KEY:
if not all(key in discharge_text for key in DISCHARGE_KEY[discharge_item]):
page_description.append(f"《出院记录》缺页")
break
if review_result['has_cost']:
cost_missing_page = {}
if cost_data['page_nums']:
if cost_data.get('page_nums'):
page_nums = cost_data['page_nums'].split(',')
required_set = set(range(1, cost_data['page_count'] + 1))
page_set = set(page_nums)
@@ -490,15 +484,18 @@ def photo_review(pk_phhd, name):
else:
review_result['full_page'] = True
if (review_result['has_settlement'] and review_result['has_discharge'] and review_result['has_cost']
and review_result['full_page']):
review_result['integrity'] = True
review_result['integrity'] = (review_result['has_settlement'] and review_result['has_discharge']
and review_result['has_cost'] and review_result['full_page'])
# 三项资料一致性判断
# 姓名一致性
unique_name = {settlement_data['name'], discharge_data['name'], cost_data['name']}
name_list = [settlement_data['name'], discharge_data['name'], cost_data['name']]
if sum(not bool(n) for n in name_list) > 1: # 有2个及以上空值直接认为都不一致
review_result['name_match'] = '0'
else:
unique_name = set(name_list)
if len(unique_name) == 1:
review_result['name_match'] = '1' if name == settlement_data['name'] else '5'
review_result['name_match'] = '1' if name == unique_name.pop() else '5'
elif len(unique_name) == 2:
if settlement_data['name'] != discharge_data['name'] and settlement_data['name'] != cost_data['name']:
review_result['name_match'] = '2'
@@ -510,15 +507,21 @@ def photo_review(pk_phhd, name):
review_result['name_match'] = '0'
# 住院日期一致性
if (settlement_data['admission_date'] == discharge_data['admission_date']
if (settlement_data['admission_date'] and discharge_data['admission_date']
and settlement_data['discharge_date'] and discharge_data['discharge_date']
and settlement_data['admission_date'] == discharge_data['admission_date']
and settlement_data['discharge_date'] == discharge_data['discharge_date']):
review_result['admission_date_match'] = '1'
else:
review_result['admission_date_match'] = '0'
# 出院日期一致性
unique_discharge_date = {settlement_data['discharge_date'], discharge_data['discharge_date'],
cost_data['discharge_date']}
discharge_date_list = [settlement_data['discharge_date'], discharge_data['discharge_date'],
cost_data['discharge_date']]
if sum(not bool(d) for d in discharge_date_list) > 1:
review_result['discharge_date_match'] = '0'
else:
unique_discharge_date = set(discharge_date_list)
if len(unique_discharge_date) == 1:
review_result['discharge_date_match'] = '1'
elif len(unique_discharge_date) == 2:
@@ -533,9 +536,8 @@ def photo_review(pk_phhd, name):
else:
review_result['discharge_date_match'] = '0'
if (review_result['name_match'] == '1' and review_result['admission_date_match'] == '1'
and review_result['discharge_date_match'] == '1'):
review_result['consistency'] = True
review_result['consistency'] = (review_result['name_match'] == '1' and review_result['admission_date_match'] == '1'
and review_result['discharge_date_match'] == '1')
review_result['success'] = review_result['integrity'] and review_result['consistency']
save_or_update_ie(ZxIeReview, pk_phhd, review_result)