Rohban MH - Search Results

1

Classification of Cucumber Leaves Based on Nitrogen Content Using the Hyperspectral Imaging Technique and Majority Voting.

Sabzi S, Pourdarbani R, Rohban MH, Fuentes-Penna A, Hernández-Hernández JL, Hernández-Hernández M. Sabzi S, et al. Among authors: rohban mh. Plants (Basel). 2021 Apr 29;10(5):898. doi: 10.3390/plants10050898. Plants (Basel). 2021. PMID: 33946780 Free PMC article.

2

Morphology and gene expression profiling provide complementary information for mapping cell state.

Way GP, Natoli T, Adeboye A, Litichevskiy L, Yang A, Lu X, Caicedo JC, Cimini BA, Karhohs K, Logan DJ, Rohban MH, Kost-Alimova M, Hartland K, Bornholdt M, Chandrasekaran SN, Haghighi M, Weisbart E, Singh S, Subramanian A, Carpenter AE. Way GP, et al. Among authors: rohban mh. Cell Syst. 2022 Nov 16;13(11):911-923.e9. doi: 10.1016/j.cels.2022.10.001. Epub 2022 Oct 28. Cell Syst. 2022. PMID: 36395727 Free PMC article.

3

Nondestructive nitrogen content estimation in tomato plant leaves by Vis-NIR hyperspectral imaging and regression data models.

Pourdarbani R, Sabzi S, Rohban MH, García-Mateos G, Arribas JI. Pourdarbani R, et al. Among authors: rohban mh. Appl Opt. 2021 Oct 20;60(30):9560-9569. doi: 10.1364/AO.431886. Appl Opt. 2021. PMID: 34807100

4

Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection.

Pourdarbani R, Sabzi S, Zohrabi R, García-Mateos G, Fernandez-Beltran R, Molina-Martínez JM, Rohban MH. Pourdarbani R, et al. Among authors: rohban mh. J Food Sci. 2023 Dec;88(12):5149-5163. doi: 10.1111/1750-3841.16801. Epub 2023 Oct 25. J Food Sci. 2023. PMID: 37876302

5

Image-based cell profiling enhancement via data cleaning methods.

Rezvani A, Bigverdi M, Rohban MH. Rezvani A, et al. Among authors: rohban mh. PLoS One. 2022 May 4;17(5):e0267280. doi: 10.1371/journal.pone.0267280. eCollection 2022. PLoS One. 2022. PMID: 35507559 Free PMC article.

6

ARAE: Adversarially robust training of autoencoders improves novelty detection.

Salehi M, Arya A, Pajoum B, Otoofi M, Shaeiri A, Rohban MH, Rabiee HR. Salehi M, et al. Among authors: rohban mh. Neural Netw. 2021 Dec;144:726-736. doi: 10.1016/j.neunet.2021.09.014. Epub 2021 Sep 28. Neural Netw. 2021. PMID: 34678569

7

Data-analysis strategies for image-based cell profiling.

Caicedo JC, Cooper S, Heigwer F, Warchal S, Qiu P, Molnar C, Vasilevich AS, Barry JD, Bansal HS, Kraus O, Wawer M, Paavolainen L, Herrmann MD, Rohban M, Hung J, Hennig H, Concannon J, Smith I, Clemons PA, Singh S, Rees P, Horvath P, Linington RG, Carpenter AE. Caicedo JC, et al. Nat Methods. 2017 Aug 31;14(9):849-863. doi: 10.1038/nmeth.4397. Nat Methods. 2017. PMID: 28858338 Free PMC article.

8

Capturing single-cell heterogeneity via data fusion improves image-based profiling.

Rohban MH, Abbasi HS, Singh S, Carpenter AE. Rohban MH, et al. Nat Commun. 2019 May 7;10(1):2082. doi: 10.1038/s41467-019-10154-8. Nat Commun. 2019. PMID: 31064985 Free PMC article.

9

Systematic morphological profiling of human gene and allele function via Cell Painting.

Rohban MH, Singh S, Wu X, Berthet JB, Bray MA, Shrestha Y, Varelas X, Boehm JS, Carpenter AE. Rohban MH, et al. Elife. 2017 Mar 18;6:e24060. doi: 10.7554/eLife.24060. Elife. 2017. PMID: 28315521 Free PMC article.

10

Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl.

Caicedo JC, Goodman A, Karhohs KW, Cimini BA, Ackerman J, Haghighi M, Heng C, Becker T, Doan M, McQuin C, Rohban M, Singh S, Carpenter AE. Caicedo JC, et al. Nat Methods. 2019 Dec;16(12):1247-1253. doi: 10.1038/s41592-019-0612-7. Epub 2019 Oct 21. Nat Methods. 2019. PMID: 31636459 Free PMC article.

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