@article{stefan_hegselmann_2023_7951122,
  title        = {{Recent Advances, Applications and Open Challenges
                   in Machine Learning for Health: Reflections from
                   Research Roundtables at ML4H 2022 Symposium}},
    author       = {Stefan Hegselmann and
                  Helen Zhou and
                  Yuyin Zhou and
                  Jennifer Chien and
                  Sujay Nagaraj and
                  Neha Hulkund and
                  Shreyas Bhave and
                  Michael Oberst and
                  Amruta Pai and
                  Caleb Ellington and
                  Wisdom Ikezogwo and
                  Jason Xiaotian Dou and
                  Monica Agrawal and
                  Changye Li and
                  Peniel Argaw and
                  Arpita Biswas and
                  Mehak Gupta and
                  Xinhui Li and
                  Marta Lemanczyk and
                  Yuhui Zhang and
                  Christian Garbin and
                  Elizabeth Healey and
                  Heejong Kim and
                  Claire Boone and
                  Roxana Daneshjou and
                  Siyu Shi and
                  Nicola Pezzotti and
                  Stephen R. Pfohl and
                  Edwin Fong and
                  Aakanksha Naik and
                  Ben Lengerich and
                  Ying Xu and
                  Jonathan Bidwell and
                  Mark Sendak and
                  Byung-Hak Kim and
                  Nathaniel Hendrix and
                  Dimitris Spathis and
                  Jun Seita and
                  Bastiaan Quast and
                  Megan Coffee and
                  Collin Stultz and
                  Irene Y. Chen and
                  Shalmali Joshi and
                  Girmaw Abebe Tadesse},
  month        = May,
  year         = 2023,
  publisher    = {Zenodo},
  doi          = {10.5281/zenodo.7951122},
  url          = {https://doi.org/10.5281/zenodo.7951122},
  keywords     = {Healthcare},
}

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A."],"bibdata":{"bibtype":"article","type":"article","title":"Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2022 Symposium","author":[{"firstnames":["Stefan"],"propositions":[],"lastnames":["Hegselmann"],"suffixes":[]},{"firstnames":["Helen"],"propositions":[],"lastnames":["Zhou"],"suffixes":[]},{"firstnames":["Yuyin"],"propositions":[],"lastnames":["Zhou"],"suffixes":[]},{"firstnames":["Jennifer"],"propositions":[],"lastnames":["Chien"],"suffixes":[]},{"firstnames":["Sujay"],"propositions":[],"lastnames":["Nagaraj"],"suffixes":[]},{"firstnames":["Neha"],"propositions":[],"lastnames":["Hulkund"],"suffixes":[]},{"firstnames":["Shreyas"],"propositions":[],"lastnames":["Bhave"],"suffixes":[]},{"firstnames":["Michael"],"propositions":[],"lastnames":["Oberst"],"suffixes":[]},{"firstnames":["Amruta"],"propositions":[],"lastnames":["Pai"],"suffixes":[]},{"firstnames":["Caleb"],"propositions":[],"lastnames":["Ellington"],"suffixes":[]},{"firstnames":["Wisdom"],"propositions":[],"lastnames":["Ikezogwo"],"suffixes":[]},{"firstnames":["Jason","Xiaotian"],"propositions":[],"lastnames":["Dou"],"suffixes":[]},{"firstnames":["Monica"],"propositions":[],"lastnames":["Agrawal"],"suffixes":[]},{"firstnames":["Changye"],"propositions":[],"lastnames":["Li"],"suffixes":[]},{"firstnames":["Peniel"],"propositions":[],"lastnames":["Argaw"],"suffixes":[]},{"firstnames":["Arpita"],"propositions":[],"lastnames":["Biswas"],"suffixes":[]},{"firstnames":["Mehak"],"propositions":[],"lastnames":["Gupta"],"suffixes":[]},{"firstnames":["Xinhui"],"propositions":[],"lastnames":["Li"],"suffixes":[]},{"firstnames":["Marta"],"propositions":[],"lastnames":["Lemanczyk"],"suffixes":[]},{"firstnames":["Yuhui"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]},{"firstnames":["Christian"],"propositions":[],"lastnames":["Garbin"],"suffixes":[]},{"firstnames":["Elizabeth"],"propositions":[],"lastnames":["Healey"],"suffixes":[]},{"firstnames":["Heejong"],"propositions":[],"lastnames":["Kim"],"suffixes":[]},{"firstnames":["Claire"],"propositions":[],"lastnames":["Boone"],"suffixes":[]},{"firstnames":["Roxana"],"propositions":[],"lastnames":["Daneshjou"],"suffixes":[]},{"firstnames":["Siyu"],"propositions":[],"lastnames":["Shi"],"suffixes":[]},{"firstnames":["Nicola"],"propositions":[],"lastnames":["Pezzotti"],"suffixes":[]},{"firstnames":["Stephen","R."],"propositions":[],"lastnames":["Pfohl"],"suffixes":[]},{"firstnames":["Edwin"],"propositions":[],"lastnames":["Fong"],"suffixes":[]},{"firstnames":["Aakanksha"],"propositions":[],"lastnames":["Naik"],"suffixes":[]},{"firstnames":["Ben"],"propositions":[],"lastnames":["Lengerich"],"suffixes":[]},{"firstnames":["Ying"],"propositions":[],"lastnames":["Xu"],"suffixes":[]},{"firstnames":["Jonathan"],"propositions":[],"lastnames":["Bidwell"],"suffixes":[]},{"firstnames":["Mark"],"propositions":[],"lastnames":["Sendak"],"suffixes":[]},{"firstnames":["Byung-Hak"],"propositions":[],"lastnames":["Kim"],"suffixes":[]},{"firstnames":["Nathaniel"],"propositions":[],"lastnames":["Hendrix"],"suffixes":[]},{"firstnames":["Dimitris"],"propositions":[],"lastnames":["Spathis"],"suffixes":[]},{"firstnames":["Jun"],"propositions":[],"lastnames":["Seita"],"suffixes":[]},{"firstnames":["Bastiaan"],"propositions":[],"lastnames":["Quast"],"suffixes":[]},{"firstnames":["Megan"],"propositions":[],"lastnames":["Coffee"],"suffixes":[]},{"firstnames":["Collin"],"propositions":[],"lastnames":["Stultz"],"suffixes":[]},{"firstnames":["Irene","Y."],"propositions":[],"lastnames":["Chen"],"suffixes":[]},{"firstnames":["Shalmali"],"propositions":[],"lastnames":["Joshi"],"suffixes":[]},{"firstnames":["Girmaw","Abebe"],"propositions":[],"lastnames":["Tadesse"],"suffixes":[]}],"month":"May","year":"2023","publisher":"Zenodo","doi":"10.5281/zenodo.7951122","url":"https://doi.org/10.5281/zenodo.7951122","keywords":"Healthcare","bibtex":"@article{stefan_hegselmann_2023_7951122,\n title = {{Recent Advances, Applications and Open Challenges\n in Machine Learning for Health: Reflections from\n Research Roundtables at ML4H 2022 Symposium}},\n author = {Stefan Hegselmann and\n Helen Zhou and\n Yuyin Zhou and\n Jennifer Chien and\n Sujay Nagaraj and\n Neha Hulkund and\n Shreyas Bhave and\n Michael Oberst and\n Amruta Pai and\n Caleb Ellington and\n Wisdom Ikezogwo and\n Jason Xiaotian Dou and\n Monica Agrawal and\n Changye Li and\n Peniel Argaw and\n Arpita Biswas and\n Mehak Gupta and\n Xinhui Li and\n Marta Lemanczyk and\n Yuhui Zhang and\n Christian Garbin and\n Elizabeth Healey and\n Heejong Kim and\n Claire Boone and\n Roxana Daneshjou and\n Siyu Shi and\n Nicola Pezzotti and\n Stephen R. Pfohl and\n Edwin Fong and\n Aakanksha Naik and\n Ben Lengerich and\n Ying Xu and\n Jonathan Bidwell and\n Mark Sendak and\n Byung-Hak Kim and\n Nathaniel Hendrix and\n Dimitris Spathis and\n Jun Seita and\n Bastiaan Quast and\n Megan Coffee and\n Collin Stultz and\n Irene Y. Chen and\n Shalmali Joshi and\n Girmaw Abebe Tadesse},\n month = May,\n year = 2023,\n publisher = {Zenodo},\n doi = {10.5281/zenodo.7951122},\n url = {https://doi.org/10.5281/zenodo.7951122},\n keywords = {Healthcare},\n}\n\n","author_short":["Hegselmann, S.","Zhou, H.","Zhou, Y.","Chien, J.","Nagaraj, S.","Hulkund, N.","Bhave, S.","Oberst, M.","Pai, A.","Ellington, C.","Ikezogwo, W.","Dou, J. X.","Agrawal, M.","Li, C.","Argaw, P.","Biswas, A.","Gupta, M.","Li, X.","Lemanczyk, M.","Zhang, Y.","Garbin, C.","Healey, E.","Kim, H.","Boone, C.","Daneshjou, R.","Shi, S.","Pezzotti, N.","Pfohl, S. 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A."],"key":"stefan_hegselmann_2023_7951122","id":"stefan_hegselmann_2023_7951122","bibbaseid":"hegselmann-zhou-zhou-chien-nagaraj-hulkund-bhave-oberst-etal-recentadvancesapplicationsandopenchallengesinmachinelearningforhealthreflectionsfromresearchroundtablesatml4h2022symposium-2023","role":"author","urls":{"Paper":"https://doi.org/10.5281/zenodo.7951122"},"keyword":["Healthcare"],"metadata":{"authorlinks":{}},"html":""},"bibtype":"article","biburl":"http://web.mit.edu/~blengeri/www/lengerich_website.bib","dataSources":["MYQReohz2EeYDJDva","sRozo3iEee6h28fas"],"keywords":["healthcare"],"search_terms":["recent","advances","applications","open","challenges","machine","learning","health","reflections","research","roundtables","ml4h","2022","symposium","hegselmann","zhou","zhou","chien","nagaraj","hulkund","bhave","oberst","pai","ellington","ikezogwo","dou","agrawal","li","argaw","biswas","gupta","li","lemanczyk","zhang","garbin","healey","kim","boone","daneshjou","shi","pezzotti","pfohl","fong","naik","lengerich","xu","bidwell","sendak","kim","hendrix","spathis","seita","quast","coffee","stultz","chen","joshi","tadesse"],"title":"Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2022 Symposium","year":2023}