Sökresultat - "cell type classification"

Protocol for Classification Single-Cell PBMC Types from Pathological Samples Using Supervised Machine Learning

Lyu, Minjie^Aff3, Xin, Lin^Aff3, Jin, Huan^Aff3, Chitkushev, Lou T.^Aff4, Zhang, Guanglan^Aff4, Keskin, Derin B.^Aff5, Brusic, Vladimir^Aff3

Reche, Pedro A.^Aff2, Walker, John M.^Aff1

Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq

Zhu, Q., Li, A., Zhang, Z., Zheng, C., Zhao, J., Liu, J., Zhang, D., Shao, W.

Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks

Ignatov, Andrey, Yates, Josephine, Boeva, Valentina

2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Label-Free Single-Cell Cancer Classification from the Spatial Distribution of Adhesion Contact Kinetics

Beres, Balint^{aff1, aff2}, Kovacs, Kinga Dora^{aff1, aff3}, Kanyo, Nicolett^aff1, Peter, Beatrix^aff1, Szekacs, Inna^aff1, Horvath, Robert^aff1

Two-Stage Alignment Framework for Batch Effect Removal and Cell Type Classification in ScRNA-seq

Li, Aizhen, Zhou, Yuze, Zhang, Wenjun, Shao, Wei, Zhu, Qi

2023 7th Asian Conference on Artificial Intelligence Technology (ACAIT)

Explainable Gated Recurrent Unit with Hybrid Attention and Memory-Augmented Network for Cell Types Classification in Alzheimer’s Disease Using Single-Nucleus Transcriptomics

Ahammad, Mejbah^Aff12, Babu, Md. Ashraful^Aff12, Ahmmed, Md. Mortuza^Aff13, Rahman, M. Mostafizur^Aff13, Mahmud, Mufti^{Aff14, Aff15, Aff16}

Goos, Gerhard, Series Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff3, Gao, Wen, Editorial Board Member^Aff4, Steffen, Bernhard, Editorial Board Member^Aff5, Yung, Moti, Editorial Board Member^Aff6, Itthipuripat, Sirawaj, editor^Aff7, Ascoli, Giorgio A., editor^Aff8, Li, Anan, editor^Aff9, Pat, Narun, editor^Aff10, Kuai, Hongzhi, editor^Aff11

Review of Machine Learning Advancements for Single-Cell Analysis

Nasir, Nida, Alshabi, Mohammad, Al-Yateem, Nabeel, Rahman, Syed Azizur, Arsyad Subu, Muhammad, Hijazi, Heba Hesham, Refaat Ahmed, Fatma, Dias, Jacqueline Maria, Al Marzouqi, Amina, Alkhawaldeh, Mohammad Yousef, Rajeh Saifan, Ahmad, AbuRuz, Mohannad Eid

2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC)

Handling big tabular data of ICT supply chains: a multi-task, machine-interpretable approach

Xiao, Bin, Simsek, Murat, Kantarci, Burak, Alkheir, Ala Abu

GLOBECOM 2022 - 2022 IEEE Global Communications Conference

Classifying Neuronal Cell Types Based on Shared Electrophysiological Information from Humans and Mice

Ophir, Ofek^{Aff1, Aff2}, Shefi, Orit^{Aff1, Aff2, IDs12021024096755_cor2}, Lindenbaum, Ofir^{Aff1, IDs12021024096755_cor3}

DeepCIS: An end-to-end Pipeline for Cell-type aware Instance Segmentation in Microscopic Images

Khalid, Nabeel, Munir, Mohsin, Edlund, Christoffer, Jackson, Timothy R, Trygg, Johan, Sjogren, Rickard, Dengel, Andreas, Ahmed, Sheraz

2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Discovery of optimal cell type classification marker genes from single cell RNA sequencing data

Liu, Angela, Peng, Beverly, Pankajam, Ajith V., Duong, Thu Elizabeth, Pryhuber, Gloria, Scheuermann, Richard H., Zhang, Yun^{Aff1, IDs44330024000152_cor7}

Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks

Troullinou, E., Tsagkatakis, G., Chavlis, S., Turi, G.F., Li, W., Losonczy, A., Tsakalides, P., Poirazi, P.

Federated Learning on Transcriptomic Data: Model Quality and Performance Trade-Offs

Hannemann, Anika^{Aff30, Aff31}, Ewald, Jan^Aff31, Seeger, Leo^Aff31, Buchmann, Erik^{Aff30, Aff31}

Hartmanis, Juris, Founding Editor^Aff1, van Leeuwen, Jan, Series Editor^Aff2, Hutchison, David, Editorial Board Member^Aff3, Kanade, Takeo, Editorial Board Member^Aff4, Kittler, Josef, Editorial Board Member^Aff5, Kleinberg, Jon M., Editorial Board Member^Aff6, Kobsa, Alfred, Series Editor^Aff7, Mattern, Friedemann, Editorial Board Member^Aff8, Mitchell, John C., Editorial Board Member^Aff9, Naor, Moni, Editorial Board Member^Aff10, Nierstrasz, Oscar, Series Editor^Aff11, Pandu Rangan, C., Editorial Board Member^Aff12, Sudan, Madhu, Series Editor^Aff13, Terzopoulos, Demetri, Editorial Board Member^Aff14, Tygar, Doug, Editorial Board Member^Aff15, Weikum, Gerhard, Series Editor^Aff16, Vardi, Moshe Y, Series Editor^Aff17, Goos, Gerhard, Founding Editor^Aff18, Bertino, Elisa, Editorial Board Member^Aff19, Gao, Wen, Editorial Board Member^Aff20, Steffen, Bernhard, Editorial Board Member^Aff21, Yung, Moti, Editorial Board Member^Aff22, Woeginger, Gerhard, Editorial Board Member^Aff23, Franco, Leonardo, editor^Aff24, de Mulatier, Clélia, editor^Aff25, Paszynski, Maciej, editor^Aff26, Krzhizhanovskaya, Valeria V., editor^Aff27, Dongarra, Jack J., editor^Aff28, Sloot, Peter M. A., editor^Aff29

scASK: A Novel Ensemble Framework for Classifying Cell Types Based on Single-cell RNA-seq Data

Liu, B., Wu, F., Zou, X.

Tabular Cell Classification Using Pre-Trained Cell Embeddings

Ghasemi Gol, Majid, Pujara, Jay, Szekely, Pedro

2019 IEEE International Conference on Data Mining (ICDM)

Automatic recognition of white blood cell images with memory efficient superpixel metric GNN: SMGNN

Yuanhong Jiang, Yiqing Shen, Yuguang Wang, Qiaoqiao Ding

electronic resource

Visa

A resource for whole-body gene expression map of human tissues based on integration of single cell and bulk transcriptomics

Shi, Mengnan, Méar, Loren^{Aff2, Aff3}, Karlsson, Max, Álvez, María Bueno, Digre, Andreas, Schutten, Rutger, Katona, Borbala, Vuu, Jimmy, Lindström, Emil, Hikmet, Feria, Jin, Han, Yuan, Meng, Li, Xiangyu, Yang, Hong, Song, Xiya, Sjöstedt, Evelina^{Aff1, Aff4}, Edfors, Fredrik, Oksvold, Per, von Feilitzen, Kalle, Zwahlen, Martin, Forsberg, Mattias, Johansson, Fredric, Mulder, Jan, Hökfelt, Tomas, Luo, Yonglun^{Aff6, Aff7}, Butler, Lynn^{Aff8, Aff9}, Zhong, Wen^{Aff5, Aff10}, Mardinoglu, Adil, Sivertsson, Åsa, Ponten, Fredrik, Fagerberg, Linn, Lindskog, Cecilia, Uhlén, Mathias^{Aff1, Aff5, IDs13059025036164_cor1}, Zhang, Cheng^{Aff1, IDs13059025036164_cor2}

Quantitative Evaluation of Cardiac Cell Interactions and Responses to Cyclic Strain

Tran, Richard Duc Hien, Morris, Tessa Altair, Gonzalez, Daniela, Hetta, Ali Hatem Salaheldin Hassan Ahmed, Grosberg, Anna

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Subcellular spatially resolved gene neighborhood networks in single cells

Fang, Zhou ^{1, 2}, Ford, Adam J. ¹, Hu, Thomas ^{1, 3}, Zhang, Nicholas ^{1, 4}, Mantalaris, Athanasios ¹, Coskun, Ahmet F. ^{1, 4, 5, 6, ∗}

A Gene Ontology-Driven Wide and Deep Learning Architecture for Cell-Type Classification from Single-Cell RNA-seq Data

Coppola, Gianmarco^Aff9, Fiannaca, Antonino^Aff10, La Rosa, Massimo^Aff10, La Paglia, Laura^Aff10, Urso, Alfonso^Aff10, Gaglio, Salvatore^{Aff9, Aff10}

Filipe, Joaquim, Editorial Board Member^Aff1, Ghosh, Ashish, Editorial Board Member^Aff2, Prates, Raquel Oliveira, Editorial Board Member^Aff3, Zhou, Lizhu, Editorial Board Member^Aff4, Iliadis, Lazaros, editor^Aff5, Jayne, Chrisina, editor^Aff6, Tefas, Anastasios, editor^Aff7, Pimenidis, Elias, editor^Aff8