Improving hyperthermia treatment by controlling temperature distribution in both 1D and 2D domains and thermal energy applied to cutaneous and subcutaneous tissues, through Bio-Heat equation with Physics-Informed Neural Networks (PINNs).
Simulation of tumors subjected to MHT + creation of a database + ML analysis
A parked car gains 22 degrees C in an hour, even on a mild spring day. HotCarWatch models the cabin and the child or pet inside it, minute by minute, to show exactly why just-for-a-minute kills.
Numerical simulation of laser-induced hyperthermia for lung tumor treatment using finite-difference heat transfer modeling in MATLAB, including temperature distribution and thermal damage analysis.
Theoretical review of physics-guided multimodal strategies for WHO Grade IV tumours, covering imaging, radiotherapy, ablation, hyperthermia, TTFields, safety limits, ethics, and future oncology research.
Генерация синтетических клеточных данных с биологическими правилами, валидацией, объяснимостью и сравнением генеративных моделей.
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