The process of turning forest area into land is known as deforestation or forest degradation. Reforestation as a fraction of deforestation is extremely low. For improved qualitative and quantitative classification, we...The process of turning forest area into land is known as deforestation or forest degradation. Reforestation as a fraction of deforestation is extremely low. For improved qualitative and quantitative classification, we used Sentinel-1 dataset of State of Para, Brazil to precisely and closely monitor deforestation between June 2019 and June 2023. This research aimed to find out suitable model for classification called Satellite Imaging analysis by Transpose deep neural transformation network (SIT-net) using mathematical model based on Band math approach to classify deforestation applying transpose deep neural network. The main advantage of proposed model is easy to handle SAR images. The study concludes that SAR satellite gives high-resolution images to improve deforestation monitoring and proposed model takes less computational time compared to other techniques.展开更多
Malignant neoplasms of the appendix are rare and represent less than 1% of gastrointestinal cancers.Goblet cell carcinoids(GCC) tumors are a distinctive group of heterogeneous appendiceal neoplasm that exhibit unique ...Malignant neoplasms of the appendix are rare and represent less than 1% of gastrointestinal cancers.Goblet cell carcinoids(GCC) tumors are a distinctive group of heterogeneous appendiceal neoplasm that exhibit unique clinical and pathologic features.This review focuses on the current diagnostic procedures,pathogenesis,possible signaling mechanisms and treatment options for GCC.Perspectives for future research are discussed.The tumor likely arises from pluripotent intestinal epithelial crypt base stem cells.Previous findings of Notch signaling as a tumor suppressor in Neuroendocrine tumors may have a similar role in this tumor too.Loss of Notch signaling may be the driver mutation with other successive downstream mutations likely favors them into progressing and behavior similar to poorly differentiated adenocarcinoma with minimal neuroendocrine differentiation.A multidisciplinary approach is suggested for optimal outcomes.Surgery remains the main treatment modality.Simple appendectomy may be sufficient in early stages while right hemicolectomy is recommended for advanced tumors.Cytoreductive surgery with heated intraperitoneal chemotherapy may improve survival in a select few with metastatic peritoneal disease.These tumors have an unpredictable behavior even in early stages and local recurrence and delayed metastases may be seen.Lifelong surveillance is warranted.展开更多
文摘The process of turning forest area into land is known as deforestation or forest degradation. Reforestation as a fraction of deforestation is extremely low. For improved qualitative and quantitative classification, we used Sentinel-1 dataset of State of Para, Brazil to precisely and closely monitor deforestation between June 2019 and June 2023. This research aimed to find out suitable model for classification called Satellite Imaging analysis by Transpose deep neural transformation network (SIT-net) using mathematical model based on Band math approach to classify deforestation applying transpose deep neural network. The main advantage of proposed model is easy to handle SAR images. The study concludes that SAR satellite gives high-resolution images to improve deforestation monitoring and proposed model takes less computational time compared to other techniques.
文摘Malignant neoplasms of the appendix are rare and represent less than 1% of gastrointestinal cancers.Goblet cell carcinoids(GCC) tumors are a distinctive group of heterogeneous appendiceal neoplasm that exhibit unique clinical and pathologic features.This review focuses on the current diagnostic procedures,pathogenesis,possible signaling mechanisms and treatment options for GCC.Perspectives for future research are discussed.The tumor likely arises from pluripotent intestinal epithelial crypt base stem cells.Previous findings of Notch signaling as a tumor suppressor in Neuroendocrine tumors may have a similar role in this tumor too.Loss of Notch signaling may be the driver mutation with other successive downstream mutations likely favors them into progressing and behavior similar to poorly differentiated adenocarcinoma with minimal neuroendocrine differentiation.A multidisciplinary approach is suggested for optimal outcomes.Surgery remains the main treatment modality.Simple appendectomy may be sufficient in early stages while right hemicolectomy is recommended for advanced tumors.Cytoreductive surgery with heated intraperitoneal chemotherapy may improve survival in a select few with metastatic peritoneal disease.These tumors have an unpredictable behavior even in early stages and local recurrence and delayed metastases may be seen.Lifelong surveillance is warranted.
