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G***G 发帖数: 16778 | 1 how to do clinical analysis based on clinical data?
maybe this is a big question.
let's give an example. suppose we have the 200 gastric patients' data like
the following. What kind of analysis should be done? what parameters should
be focused
and what parameters should be ignored?
Classification by age
hospital days
Postoperation hospital day
Family history
Biopsy before surgery
Operation duration(min)
Surgeon
Anesthesia
Volume of blood transfusion
Ascites
Peritoneal metastasis
Hepatic metastasis
Serous membrane
Invasive tissue
Exploration of lymph nodes
Tumor location
remnant gastric cancer
Tumor size(cm)
BORRMANN
Operation type
Radical surgery type
Subtotal gastrectomy
Proportion of gastrectomy
Reconstruction methods
Anastomotic method
Anastomat type
Combined multiple organs resection
Palliative resection
Serum CEA
Pathological number
WHO histology type
Differentiation
Depth of infiltration
Incision infection
Intestinal Obstruction
Anastomotic stenosis
Anastomotic leakage
Abdominal abscess
Discharged diagnosis
Total excisional lymph nodes
Positive lymph nodes
No. 1 lymph nodes
No. 1 metastatic lymph nodes
No. 2 lymph nodes
No. 2 metastatic lymph nodes
No. 3 lymph nodes
No. 3 metastatic lymph nodes
No. 4 lymph nodes
No. 4 metastatic lymph nodes
No. 5 lymph nodes
No. 5 metastatic lymph nodes
No. 6 lymph nodes
No. 6 metastatic lymph nodes
No. 7 lymph nodes
No. 7 metastatic lymph nodes
No. 8 lymph nodes
No. 8 metastatic lymph nodes
No. 9 lymph nodes
No. 9 metastatic lymph nodes
No. 10 lymph nodes
No. 10 metastatic lymph nodes
No. 11 lymph nodes
No. 11 metastatic lymph nodes
No. 12 lymph nodes
No. 12 metastatic lymph nodes
No. 13 lymph nodes
No. 13 metastatic lymph nodes
No. 14 lymph nodes
No. 14 metastatic lymph nodes
No. 15 lymph nodes
No. 15 metastatic lymph nodes
No. 16 lymph nodes
No. 16 metastatic lymph nodes
No. 17 lymph nodes
No. 17 metastatic lymph nodes
No. 18 lymph nodes
No. 18 metastatic lymph nodes
No. 19 lymph nodes
No. 19 metastatic lymph nodes
No. 20 lymph nodes
No. 20 metastatic lymph nodes
Other tissue infiltration
Lymph node stage
Distant metastasis
TNM stage
Date of recurrence
Rucurrent sites
Date of operation
First time of chemotherapy
Second time of chemotherapy
Third time of chemotherapy
fourth time of chemotherapy
Fifth time of chemotherapy
Sixth time of chemotherapy
Chemotherapy regimen
Date of follow-up
follow-up result
follow-up method
physiclal status
abdomen condition
Defecation
Diet
Body weight
Physical work
Date of surgery
Last time of follow up
follow-up result
Survival time(month) | g*****y 发帖数: 6325 | 2 你的问题实在太广泛。自己找本书看看吧。 最主要用到multivariate data analysis,
survival analysis, longitudinal data analysis. | s*****0 发帖数: 357 | 3 你的project purpose就是data dredging? 如果不是,什么是你的primary/secondary
endpoint? 那些是跟endpoint相关的factors? 不筛选一下,就区区200个病人,要多少
层stratification?
should
【在 G***G 的大作中提到】 : how to do clinical analysis based on clinical data? : maybe this is a big question. : let's give an example. suppose we have the 200 gastric patients' data like : the following. What kind of analysis should be done? what parameters should : be focused : and what parameters should be ignored? : Classification by age : hospital days : Postoperation hospital day : Family history
| s**f 发帖数: 365 | 4 What do you already know?
What would you like to know?
Then choose the methods.
should
【在 G***G 的大作中提到】 : how to do clinical analysis based on clinical data? : maybe this is a big question. : let's give an example. suppose we have the 200 gastric patients' data like : the following. What kind of analysis should be done? what parameters should : be focused : and what parameters should be ignored? : Classification by age : hospital days : Postoperation hospital day : Family history
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