Predicting Parkinson's Disease patients based on accelerometer/gyrometer data on mobiles
2018 1st Place in PhysioNet ‘You Snooze- You Win’ ChallengePredicting Sleep Arousal based on ECG, EEG, EMG, EOG, and SaO2
Brain Image Prediction of MMSE
2016 Gold Medal in Data Science Bowl Heart Left Ventricle SegmentationSegmentation and volumn calculation for left ventricle using heart CT
2016 Winning Algorithm in DREAM Digital Mammography Challenge -Sub-challenge 2Breast cancer detection
2018 Gold Medal in Data Science Bowl Cell nuclei segmentationCell nuclei counting and segmentation
Phosphorylation protein level changes upon different drug pertubation
2015 1st Place in DREAM Olfaction Challenge.Predicting the smell based on chemical structures
2016 1st Place in AstraZenaca Sanger Drug Combination Prediction Challenge.Predicting cancer drug synergy based on genomics and chemical structures
Predicting MMSE decline based on genetics and clinical information
2014 1st Place in Rheumatoid Arthritis DREAM ChallengePredicting changes of pain scores based on genetics, clinical and drug information
2015 1st Place in Prostate Cancer Challenge - Sub 2Predicting treatment discontinuity due to adverse events
2015 1st Place in Prize4Life ALS ChallengeModel for ALS survival
2017 1st Place in Multiple Myeloma DREAM Challenge - sub 3Model for Multiple Myeloma survival
2019 1st Place in Malaria DREAM Challenge-sub 2Predicting respondant and non-respondant to Art treatment
2019 1st Place in Discover, Innovate, Impact National Data Science ChallengeSepsis Onset Detection
Predicting the essentiality of a gene in cancer cell growth
2016 1st Place in ICGC-TCGA somatic mutation calling Challenge - Tumor HeterogeneityDeconvolute tumor heterogeneity, tumor population composition
2017 1st Place in ENCODE Transcription Factor Binding Prediction DREAM ChallengePredicting transcription factor binding sites
2018 1st Place in NCI-CPTAC DREAM Proteomics ChallengeImputing missing proteins, predicting protein abundance, predicting phosphoprotein abundance
2019 1st Place in ENCODE Imputation ChallengeImputing epigenomic marks
2020 1st Place in Allen Institute Cell Lineage Reconstruction DREAM Challenge- sub 1Reconstruction of single cell lineage