My name is Michel, and I am a machine learning engineer / research scientist living in the UK. 🇬🇧 💂♂️ ☔
I thought that I could introduce myself using some Python code below 🧑💻 🤪
Favorite weird food combo: avocado, mango, and shrimp salad 🥑 🥭 🍤
class FrogInOxford:
def __init__(self):
self.name = "Michel"
self.location = "Oxford"
self.previous_location = "Tokyo"
self.eager_to_help = True
self.joke_success_rate = 0.5
self.current_project = {}
self.side_project = {}
def work(self):
self.current_project["name"] = "AI for interstitial lung disease detection and treatment"
self.current_project["organization"] = "Brainomix"
self.current_project["tools"] = ["Machine learning", "Python", "Scikit-learn", "Pandas", "Docker"]
self.current_project["start"] = datetime(year=2022, month=12, day=12)
self.side_project["name"] = "MRI chest image prediction for radiotherapy"
self.side_project["tools"] = ["Online learning of neural networks", "Video prediction", "Matlab"]| Deformable 3D image registration with Lucas-Kanade pyramidal optical flow | Time series forecasting with online learning of recurrent neural networks |
|---|---|
| Calculation of the motion of a lung tumor due to breathing using optical flow. | Prediction of the position of external markers on the chest to guide the radiation beam during lung radiotherapy. This will help compensate the latency of treatment systems and reduce irradiation to healthy tissues. |
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