65 citations · 376 across the 32 of their papers we have counts for
4 papers · 1 filter
GenShare: Sharing Accurate Differentially-Private Statistics for Genomic Datasets with Dependent Tuples
Nour Almadhoun Alserr, Ozgur Ulusoy, Erman Ayday +1
Motivation: Cutting the cost of DNA sequencing technology led to a quantum leap in the availability of genomic data. While sharing genomic data across researchers is an essential d…
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning Study
Anish Lakkapragada, Aaron Kline, Onur Cezmi Mutlu +5
A formal autism diagnosis can be an inefficient and lengthy process. Families may wait months or longer before receiving a diagnosis for their child despite evidence that earlier i…
GateKeeper-GPU: Fast and Accurate Pre-Alignment Filtering in Short Read Mapping
Zülal Bingöl, Mohammed Alser, Onur Mutlu +2
At the last step of short read mapping, the candidate locations of the reads on the reference genome are verified to compute their differences from the corresponding reference segm…
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging
Peter Washington, Aaron Kline, Onur Cezmi Mutlu +6
Activity recognition computer vision algorithms can be used to detect the presence of autism-related behaviors, including what are termed "restricted and repetitive behaviors", or…