Bioinformatics

We are exploring applications of machine learning in genomics. More coming soon.  

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Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Meriaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Płotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S Mattos, Sara Moccia, Danail Stoyanov
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy
2022
Bibtex

@article{bano2022fetreg2021,
  title={FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy},
  author={Bano, Sophia and Casella, Alessandro and Vasconcelos, Francisco and Qayyum, Abdul and Benzinou, Abdesslam and Mazher, Moona and Meriaudeau, Fabrice and Lena, Chiara and Cintorrino, Ilaria Anita and De Paolis, Gaia Romana and others},
  journal={arXiv preprint arXiv:2206.12512},
  year={2022}
}

Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics
Dynamic Neural Networks, ICML, 2022
Bibtex

@article{sapkota2022noisy,
  title={Noisy Heuristics NAS: A Network Morphism based Neural Architecture Search using Heuristics},
  author={Sapkota, Suman and Bhattarai, Binod},
  journal={arXiv preprint arXiv:2207.04467},
  year={2022}
}

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