Publications by authors named "V P Singla"
Mucinous carcinomas are a rare type of invasive breast carcinoma characterized by large quantities of extracellular mucin on histopathological examination. These tumors can be easily missed or misdiagnosed. Due to large quantities of mucin, these tumors are presumed to be "soft" masses.
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- Generative models for designing molecules have not shown significant improvements over traditional expert intuition, particularly in predicting specific properties due to limited data availability.
- A major challenge is that there are often very few samples for desired properties, making it hard to accurately map properties to molecular structures.
- The authors propose that providing multiple properties during training can enhance the accuracy of generative models, leading to new models they call "large property models" (LPMs) which incorporate a wealth of available chemical property data to improve predictions.
Gastric malignancy is one of the most common malignancies diagnosed worldwide. Over the past many decades, extensive research has been made into the risk factors, pathogenesis and prognosis of gastric adenocarcinoma. However, gastric adenocarcinoma of the fundic gland (GA-FG) has been recently defined, and not much is known about its risk factors and pathogenesis.
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