With the rapid development of artificial intelligence, computational pathology has been seamlessly integrated into the entire clinical workflow, which encompasses diagnosis, treatment, prognosis, and biomarker discovery. This integration has significantly enhanced clinical accuracy and efficiency while reducing the workload for clinicians. Traditionally, research in this field has depended on the collection and labeling of large datasets for specific tasks, followed by the development of task-specific computational pathology models. However, this approach is labor intensive and does not scale efficiently for open-set identification or rare diseases. Given the diversity of clinical tasks, training individual models from scratch to address the whole spectrum of clinical tasks in the pathology workflow is impractical, which highlights the urgent need to transition from task-specific models to foundation models (FMs). In recent years, pathological FMs have proliferated. These FMs can be classified into three categories, namely, pathology image FMs, pathology image-text FMs, and pathology image-gene FMs, each of which results in distinct functionalities and application scenarios. This review provides an overview of the latest research advancements in pathological FMs, with a particular emphasis on their applications in oncology. The key challenges and opportunities presented by pathological FMs in precision oncology are also explored.
Humans ; Precision Medicine/methods* ; Medical Oncology/methods* ; Artificial Intelligence ; Neoplasms/pathology* ; Computational Biology/methods*

Objective To investigate the relationship between LUTS and degree,type of prostate histological inflammation in patients with benign prostatic hyperplasia (BPH).Methods From October 2013 to June 2016, 150 patients with BPH(62 -82 years old)were treated with selective TURP.After operation,the pathology examina-tion was practised.According to the international prostatitis histological classification standard,the patients were divid-ed into group A(without inflammation,18 cases),group B(inflammation around gland,45 cases),group C(gland inflammation,33 cases)and group D(mixed inflammation group,54 cases).There were no statistically significant differences among the 4 groups in age,course of disease,number of urinary retention and prostate volume(all P >0.05).The IPSS score before and 2 months after operation and the correlation between the IPSS and degree,type of histological inflammation were observed.Results In group A and C,the preoperative IPSS score and IPSS score at 2 months after surgery were (17.20 ±11.14)points,(8.45 ±5.14)points and (18.05 ±13.11)points,(9.85 ± 5.25)points respectively,there were no statistically significant differences between the two groups(t =0.485,1.294, all P >0.05).There were no statistically significant differences between group B[(22.55 ±11.85)points,(13.24 ± 6.46)points]and group D[(21.45 ±10.35)points,(12.36 ±6.04)points](t =0.824,1.436,all P >0.05).The group B had statistically significant differences compared with group A and group C (t =2.689,5.016,3.642,4.382, all P <0.05).The group D also had statistically significant differences compared with group A and group C (t =2.786,4.672,6.415,5.106,all P <0.05 ).There was positive correlation between the IPSS score before and 2 months after operation and the degree of inflammation in group B,D(B:r =0.698,0.795,D:r =0.546,0.485,all P <0.05),but there was no correlation in group C between them(r =0.182,0.170,all P >0.05 ).Conclusion There is a close correlation between LUTS and inflammation around gland in patients with BPH,and the LUTS can aggravate with the increased inflammation around gland and do not relate with the gland inflammation.

Objective To evaluate the clinical efficacy of bladder gasification and stasis dispersion in BPH patients with histological prostatitis after TUEP about IPSS /Qol score.Methods 126 BPH patients with histological prostatitis after TURP were divided into group A,B and C of equal number,and received oral placebo,tamsulosin,and herbal decoction a week after operation,respectively,for a course of 4 weeks.IPSS and Qol score were evaluated. Results After 5 weeks,121 cases finished the follow -up,the unfinished were 2 cases in group A,2 cases in group B and 1 cases in group C.The differences of the IPSS total scores,irritative subscore,obstructive subscore,quality of life score in group C(7.16 ±3.37)points,(4.22 ±2.70)points,(2.94 ±2.06)points,(1.47 ±1.44)points were statis-tically significant than those in group A[(13.77 ±4.50)points,(7.48 ±3.50)points,(6.29 ±2.63)points,(2.83 ± 1.72)points]and group B [(12.77 ±5.24)points,(8.05 ±3.88)points,(4.72 ±3.24)points,(3.07 ± 1.67)points](t =2.692,3.544,3.296,2.698 and t =2.326,3.532,2.418,2.414;all P <0.05).There was only obstructive subscore in group B better than that in group A(t =2.572,P <0.05).Conclusion Bladder gasification and stasis dispersion is effective for the treatment of BPH patients with histological prostatitis after TUEP about IPSS and Qol score.The clinical effect is indeed and satisfactory.

With the further development of education informatization,the popularity of computer simulation technology and multimedia network technology were increasing.The teaching center of school of stomatology in the fourth military medical university combined stomatology teaching with information technology and gradually applied diversified teaching mode in the dental clinical experiment teaching,which not only saved the input of faculty and consumables items,but also improved the stomatology experimental teaching quality and achieve the teaching modernization.