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Mixed-GGNAS: Mixed Search-space NAS based on genetic algorithm combined with gradient descent for medical image segmentation
Hu, Mengxiang, Li, Junchi, Dong, Yongquan, Zhang, Zichen, Liu, Weifan, Zhang, Peilin, Ping, Yuchao, Jiang, Le, Yu, Zekuan
Published in Expert systems with applications (15.09.2025)
Published in Expert systems with applications (15.09.2025)
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Journal Article
A comparison of prediction approaches for identifying prodromal Parkinson disease
Warden, Mark N., Searles Nielsen, Susan, Camacho-Soto, Alejandra, Garnett, Roman, Racette, Brad A.
Published in PloS one (26.08.2021)
Published in PloS one (26.08.2021)
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Journal Article
scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
Yan, Zhiqiang, Zhu, Xiaohui, Wang, Yuqian, Nie, Yanli, Guan, Shuo, Kuo, Ying, Chang, Di, Li, Rong, Qiao, Jie, Yan, Liying
Published in BMC bioinformatics (01.02.2020)
Published in BMC bioinformatics (01.02.2020)
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Journal Article
Development and validation of algorithms to build an electronic health record based cohort of patients with systemic sclerosis
Tukpah, Ann-Marcia C., Rose, Jonathan A., Seger, Diane L., Dellaripa, Paul F., Hunninghake, Gary M., Bates, David W.
Published in PloS one (13.04.2023)
Published in PloS one (13.04.2023)
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Journal Article
Development and validation of a case-finding algorithm for the identification of non-small cell lung cancers in a region-wide Italian pathology registry
Spini, Andrea, Rosellini, Pietro, Bellan, Cristiana, Furiesi, Folco, Giorgi, Silvano, Donnini, Sandra, Gini, Rosa, Ziche, Marina, Salvo, Francesco, Roberto, Giuseppe
Published in PloS one (08.06.2022)
Published in PloS one (08.06.2022)
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Journal Article
Multi-ancestry genome- and phenome-wide association studies of diverticular disease in electronic health records with natural language processing enriched phenotyping algorithm
Joo, Yoonjung Yoonie, Pacheco, Jennifer A., Thompson, William K., Rasmussen-Torvik, Laura J., Rasmussen, Luke V., Lin, Frederick T. J., Andrade, Mariza de, Borthwick, Kenneth M., Bottinger, Erwin, Cagan, Andrew, Carrell, David S., Denny, Joshua C., Ellis, Stephen B., Gottesman, Omri, Linneman, James G., Pathak, Jyotishman, Peissig, Peggy L., Shang, Ning, Tromp, Gerard, Veerappan, Annapoorani, Smith, Maureen E., Chisholm, Rex L., Gawron, Andrew J., Hayes, M. Geoffrey, Kho, Abel N.
Published in PloS one (17.05.2023)
Published in PloS one (17.05.2023)
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Journal Article
Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder
Lingren, Todd, Chen, Pei, Bochenek, Joseph, Doshi-Velez, Finale, Manning-Courtney, Patty, Bickel, Julie, Wildenger Welchons, Leah, Reinhold, Judy, Bing, Nicole, Ni, Yizhao, Barbaresi, William, Mentch, Frank, Basford, Melissa, Denny, Joshua, Vazquez, Lyam, Perry, Cassandra, Namjou, Bahram, Qiu, Haijun, Connolly, John, Abrams, Debra, Holm, Ingrid A., Cobb, Beth A., Lingren, Nataline, Solti, Imre, Hakonarson, Hakon, Kohane, Isaac S., Harley, John, Savova, Guergana
Published in PloS one (29.07.2016)
Published in PloS one (29.07.2016)
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Journal Article
Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis
Ni, Yizhao, Alwell, Kathleen, Moomaw, Charles J., Woo, Daniel, Adeoye, Opeolu, Flaherty, Matthew L., Ferioli, Simona, Mackey, Jason, De Los Rios La Rosa, Felipe, Martini, Sharyl, Khatri, Pooja, Kleindorfer, Dawn, Kissela, Brett M.
Published in PloS one (14.02.2018)
Published in PloS one (14.02.2018)
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Journal Article
Predicting 30-day hospital readmissions using artificial neural networks with medical code embedding
Liu, Wenshuo, Stansbury, Cooper, Singh, Karandeep, Ryan, Andrew M., Sukul, Devraj, Mahmoudi, Elham, Waljee, Akbar, Zhu, Ji, Nallamothu, Brahmajee K.
Published in PloS one (15.04.2020)
Published in PloS one (15.04.2020)
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Journal Article