Hunter Gaudio - Dr. Elemento, Dr. Cristofanilli - Summer Immersion Term Week 5

 This was a short week due to the holiday on Thursday. Dr. Cristofanilli was also traveling so there was no clinic on Tuesday or Thursday. However, most of the remaining part of the week was spent familiarizing myself with circulating-tumor DNA and circulating tumor clusters analyzed data. Next week, we are meeting to discuss how to develop a machine learning (ML) model to predict the likelihood of recurrence using this multimodal dataset. 

On Tuesday we had a check-in meeting with Dr. Wang. He spoke with us to make sure we have access to all of the experiences we were interested in this summer. I am working with Dr. Cristofanilli to coordinate shadowing a mastectomy and a lumpectomy procedure. After seeing some of the radiological assessment of disease, utilization of liquid biopsy diagnostic tests to monitor disease, and the dynamic treatment plans for each patient, observing surgical intervention will be the final "piece of the puzzle" for breast cancer treatment. 

Next week I am looking forward to diving into ML applications with these large, multimodal, liquid biopsy data sets along with continuing to expand my understanding of treatment of complex disease by observing in the clinic.

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