未登录 Using a translational data platform to create clinical-grade genome-informed risk assessments 利用翻译数据平台创建临床级基因组信息风险评定 Jennifer L Morse, MS; Megan He, PhD; Hana Bangash, MBBS; Wendy K Chung, MD, PhD; Joshua Cortopassi, PharmD; Sophie Forman; Adam S Gordon, PhD; Marwan Hamed, MD; Paul A Harris, PhD; Elizabeth W Karlson, MD; Eimear E Kenny, PhD; Krzysztof Kiryluk, MD; Iftikhar J Kullo, MD; Adam Lewis, MS; Nita Limdi, PhD, PharmD; Cong Liu, PhD; Priya Marathe, MGC; Kyle McGuffin, BS; Jacqueline Odgis, MGC; Emma Perez, MGC; Jacob Petrzelka; Cynthia A Prows, MSN; Luke V Rasmussen, MS; Ellis Thomas; Georgia L Wiesner, MD; Travis Wilson; Jodell E Linder, PhD; Josh F Peterson, MD; null 分享 收藏
Development of a Pilot Machine Learning Model to Predict Successful Short-Term Treatment Success in Critically Ill Patients With Community-Acquired Pneumonia 开发用于预测社区获得性肺炎危重患者短期治疗成功的试点机器学习模型 Zhu, Mengou; Liao, Wan-Ting; Peltekian, Alec; Markov, Nikolay S.; Kang, Mengjia; Rasmussen, Luke, V; Pickens, Chiagozie I.; Stoeger, Thomas; Walunas, Theresa L.; Misharin, Alexander, V; Singer, Benjamin D.; Budinger, G. R. Scott; Wunderink, Richard G.; Agrawal, Ankit; Gao, Catherine A. 分享 收藏
PhenoFit: a framework for determining computable phenotyping algorithm fitness for purpose and reuse PhenoFit：一个用于确定计算表型算法适用性和可重用性的框架 Wiley, Laura K.; Rasmussen, Luke, V; Levinson, Rebecca T.; Malinowski, Jennnifer; Manemann, Sheila M.; Wilson, Melissa P.; Chapman, Martin; Pacheco, Jennifer A.; Walunas, Theresa L.; Starren, Justin B.; Bielinski, Suzette J.; Richesson, Rachel L. 分享 收藏
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Large language models accurately identify immunosuppression in intensive care unit patients 大型语言模型能够准确识别重症监护室患者的免疫抑制。 Guggilla, Vijeeth; Kang, Mengjia; Bak, Melissa J.; Tran, Steven D.; Pawlowski, Anna; Nannapaneni, Prasanth; Rasmussen, Luke, V; Schneider, Daniel; Donnelly, Helen K.; Agrawal, Ankit; Liebovitz, David; Misharin, Alexander, V; Budinger, G. R. Scott; Wunderink, Richard G.; Walunas, Theresa L.; Gao, Catherine A. 分享 收藏
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Novel enzyme-based reduced representation method for DNA methylation profiling with low inputs 基于新型酶法的低输入DNA甲基化谱分析降维方法 Liu, Qianli; Helmin, Kathryn A.; Dortzbach, Zachary D.; Reyes Flores, Carla P.; Torres Acosta, Manuel A.; Gurkan, Jonathan K.; Joudi, Anthony M.; Mambetsariev, Nurbek; Morales-Nebreda, Luisa; Kang, Mengjia; Rasmussen, Luke; Perez-Leonor, Xochitl G.; Abdala-Valencia, Hiam; Singer, Benjamin D. 分享 收藏
Antibiotic de-escalation patterns and outcomes in critically ill patients with suspected pneumonia as informed by bronchoalveolar lavage results 重症患者中，根据支气管肺泡灌洗结果指导的抗生素降级模式与结果（针对疑似肺炎病例） Zhu, Mengou; Pickens, Chiagozie I.; Markov, Nikolay S.; Pawlowski, Anna; Kang, Mengjia; Rasmussen, Luke V.; Walter, James M.; Nadig, Nandita R.; Singer, Benjamin D.; Wunderink, Richard G.; Gao, Catherine A. 分享 收藏
Distinctive evolution of alveolar T cell responses is associated with clinical outcomes in unvaccinated patients with SARS-CoV-2 pneumonia 肺泡T细胞反应的独特演变与未接种疫苗的SARS-CoV-2肺炎患者的临床结局相关 Markov, Nikolay S.; Ren, Ziyou; Senkow, Karolina J.; Grant, Rogan A.; Gao, Catherine A.; Malsin, Elizabeth S.; Sichizya, Lango; Kihshen, Hermon; Helmin, Kathryn A.; Jovisic, Milica; Arnold, Jason M.; Perez-Leonor, Xochitl G.; Abdala-Valencia, Hiam; Swaminathan, Suchitra; Nwaezeapu, Julu; Kang, Mengjia; Rasmussen, Luke; Ozer, Egon A.; Lorenzo-Redondo, Ramon; Hultquist, Judd F.; Simons, Lacy M.; Rios-Guzman, Estefany; Misharin, Alexander V.; Wunderink, Richard G.; Budinger, G. R. Scott; Singer, Benjamin D.; Morales-Nebreda, Luisa 分享 收藏
Rapid identification of inflammatory arthritis and associated adverse events following immune checkpoint therapy: a machine learning approach Tran, Steven D.; Lin, Jean; Galvez, Carlos; Rasmussen, Luke V.; Pacheco, Jennifer; Perottino, Giovanni M.; Rahbari, Kian J.; Miller, Charles D.; John, Jordan D.; Theros, Jonathan; Vogel, Kelly; Dinh, Patrick V.; Malik, Sara; Ramzan, Umar; Tegtmeyer, Kyle; Mohindra, Nisha; Johnson, Jodi L.; Luo, Yuan; Kho, Abel; Sosman, Jeffrey; Walunas, Theresa L. 分享 收藏
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AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease AD-BERT: 使用预训练的语言模型预测从轻度认知障碍到阿尔茨海默病的进展 Mao, Chengsheng; Xu, Jie; Rasmussen, Luke; Li, Yikuan; Adekkanattu, Prakash; Pacheco, Jennifer; Bonakdarpour, Borna; Vassar, Robert; Shen, Li; Jiang, Guoqian; Wang, Fei; Pathak, Jyotishman; Luo, Yuan 分享 收藏
Machine learning links unresolving secondary pneumonia to mortality in patients with severe pneumonia, including COVID-19 Gao, Catherine A.; Markov, Nikolay S.; Stoeger, Thomas; Pawlowski, Anna; Kang, Mengjia; Nannapaneni, Prasanth; Grant, Rogan A.; Pickens, Chiagozie; Walter, James M.; Kruser, Jacqueline M.; Rasmussen, Luke; Schneider, Daniel; Starren, Justin; Donnelly, Helen K.; Donayre, Alvaro; Luo, Yuan; Budinger, G. R. Scott; Wunderink, Richard G.; Misharin, Alexander V.; Singer, Benjamin D. 分享 收藏
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records Xu, Jie; Wang, Fei; Zang, Chengxi; Zhang, Hao; Niotis, Kellyann; Liberman, Ava L.; Stonnington, Cynthia M.; Ishii, Makoto; Adekkanattu, Prakash; Luo, Yuan; Mao, Chengsheng; Rasmussen, Luke V.; Xu, Zhenxing; Brandt, Pascal; Pacheco, Jennifer A.; Peng, Yifan; Jiang, Guoqian; Isaacson, Richard; Pathak, Jyotishman 分享 收藏
Returning integrated genomic risk and clinical recommendations: The eMERGE study 回归综合基因组风险和临床建议: eMERGE研究 Linder, Jodell E.; Allworth, Aimee; Bland, Harris T.; Caraballo, Pedro J.; Chisholm, Rex L.; Clayton, Ellen Wright; Crosslin, David R.; Dikilitas, Ozan; DiVietro, Alanna; Esplin, Edward D.; Forman, Sophie; Freimuth, Robert R.; Gordon, Adam S.; Green, Richard; Harden, Maegan, V; Holm, Ingrid A.; Jarvik, Gail P.; Karlson, Elizabeth W.; Labrecque, Sofia; Lennon, Niall J.; Limdi, Nita A.; Mittendorf, Kathleen F.; Murphy, Shawn N.; Orlando, Lori; Prows, Cynthia A.; Rasmussen, Luke, V; Rasmussen-Torvik, Laura; Rowley, Robb; Sawicki, Konrad Teodor; Schmidlen, Tara; Terek, Shannon; Veenstra, David; Edwards, Digna R. Velez; Absher, Devin; Abul-Husn, Noura S.; Alsip, Jorge; Bangash, Hana; Beasley, Mark; Below, Jennifer E.; Berner, Eta S.; Booth, James; Chung, Wendy K.; Cimino, James J.; Connolly, John; Davis, Patrick; Devine, Beth; Fullerton, Stephanie M.; Guiducci, Candace; Habrat, Melissa L.; Hain, Heather; Hakonarson, Hakon; Harr, Margaret; Haverfield, Eden; Hernandez, Valentina; Hoell, Christin; Horike-Pyne, Martha; Hripcsak, George; Irvin, Marguerite R.; Kachulis, Christopher; Karavite, Dean; Kenny, Eimear E.; Khan, Atlas; Kiryluk, Krzysztof; Korf, Bruce; Kottyan, Leah; Kullo, Iftikhar J.; Larkin, Katie; Liu, Cong; Malolepsza, Edyta; Manolio, Teri A.; May, Thomas; McNally, Elizabeth M.; Mentch, Frank; Miller, Alexandra; Mooney, Sean D.; Murali, Priyanka; Mutai, Brenda; Muthu, Naveen; Namjou, Bahram; Perez, Emma F.; Puckelwartz, Megan J.; Rakhra-Burris, Tejinder; Roden, Dan M.; Rosenthal, Elisabeth A.; Saadatagah, Seyedmohammad; Sabatello, Maya; Schaid, Dan J.; Schultz, Baergen; Seabolt, Lynn; Shaibi, Gabriel Q.; Sharp, Richard R.; Shirts, Brian; Smith, Maureen E.; Smoller, Jordan W.; Sterling, Rene; Suckiel, Sabrina A.; Thayer, Jeritt; Tiwari, Hemant K.; Trinidad, Susan B.; Walunas, Theresa; Wei, Wei-Qi; Wells, Quinn S.; Weng, Chunhua; Wiesner, Georgia L.; Wiley, Ken; Peterson, Josh F. 分享 收藏
Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network 在eMERGE网络中使用自然语言处理评估可计算表型的可移植性 Pacheco, Jennifer A.; Rasmussen, Luke V.; Wiley Jr, Ken; Person, Thomas Nate; Cronkite, David J.; Sohn, Sunghwan; Murphy, Shawn; Gundelach, Justin H.; Gainer, Vivian; Castro, Victor M.; Liu, Cong; Mentch, Frank; Lingren, Todd; Sundaresan, Agnes S.; Eickelberg, Garrett; Willis, Valerie; Furmanchuk, Al'ona; Patel, Roshan; Carrell, David S.; Deng, Yu; Walton, Nephi; Satterfield, Benjamin A.; Kullo, Iftikhar J.; Dikilitas, Ozan; Smith, Joshua C.; Peterson, Josh F.; Shang, Ning; Kiryluk, Krzysztof; Ni, Yizhao; Li, Yikuan; Nadkarni, Girish N.; Rosenthal, Elisabeth A.; Walunas, Theresa L.; Williams, Marc S.; Karlson, Elizabeth W.; Linder, Jodell E.; Luo, Yuan; Weng, Chunhua; Wei, WeiQi 分享 收藏
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study Adekkanattu, Prakash; Rasmussen, Luke V.; Pacheco, Jennifer A.; Kabariti, Joseph; Stone, Daniel J.; Yu, Yue; Jiang, Guoqian; Luo, Yuan; Brandt, Pascal S.; Xu, Zhenxing; Vekaria, Veer; Xu, Jie; Wang, Fei; Benda, Natalie C.; Peng, Yifan; Goyal, Parag; Ahmad, Faraz S.; Pathak, Jyotishman 分享 收藏
Under-specification as the source of ambiguity and vagueness in narrative phenotype algorithm definitions Yu, Jingzhi; Pacheco, Jennifer A.; Ghosh, Anika S.; Luo, Yuan; Weng, Chunhua; Shang, Ning; Benoit, Barbara; Carrell, David S.; Carroll, Robert J.; Dikilitas, Ozan; Freimuth, Robert R.; Gainer, Vivian S.; Hakonarson, Hakon; Hripcsak, George; Kullo, Iftikhar J.; Mentch, Frank; Murphy, Shawn N.; Peissig, Peggy L.; Ramirez, Andrea H.; Walton, Nephi; Wei, Wei-Qi; Rasmussen, Luke, V 分享 收藏
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