Research output per year
Research output per year
Personal profile
Research interests
We are interested in understanding the environmental and molecular factors underlying tissue architecture and how these factors change in cancer. To achieve that, we develop machine learning and bioinformatics approaches for analysing large-scale imaging and single cell data. Our work is highly interdisciplinary and span:
- Computational pathology
- Multiplexed imaging
- Spatial biology
- Biomarker discovery
- Image analysis and phenotyping
- Gene function inference
- High throughput screening
- Drug screening
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Research output
- 4 Article
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AI in Histopathology Explorer for comprehensive analysis of the evolving AI landscape in histopathology: AI in histopathology explorer for facilitating assessment and translation of AI applications.
Ma, Y., Jamdade, S., Konduri, L. & Sailem, H., 12 Mar 2025, In: npj Digital Medicine. 8, 1, 156.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Downloads (Pure) -
Evolution and impact of high content imaging
Way, G. P., Sailem, H., Shave, S., Kasprowicz, R. & Carragher, N. O., Oct 2023, In: SLAS discovery. 28, 7, p. 292-305 14 p.Research output: Contribution to journal › Article › peer-review
Open Access13 Citations (Scopus) -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data
Eastwood, M., Marc, S. T., Gao, X., Sailem, H., Offman, J., Karteris, E., Fernandez, A. M., Jonigk, D., Cookson, W., Moffatt, M., Popat, S., Minhas, F. & Robertus, J. L., Sept 2023, In: Artificial Intelligence in Medicine. 143, 102628.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
MesoGraph: Automatic profiling of mesothelioma subtypes from histological images
Eastwood, M., Sailem, H., Marc, S. T., Gao, X., Offman, J., Karteris, E., Fernandez, A. M., Jonigk, D., Cookson, W., Moffatt, M., Popat, S., Minhas, F. & Robertus, J. L., 17 Oct 2023, In: Cell Reports Medicine. 4, 10, 101226.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus)
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AgeingImmuno: Identification of age-associated factors that alter immune function during tissue regeneration in a combined in vivo and in vitro pipeline
Knight, R. (Primary Investigator), Harridge, S. (Co-Investigator) & Sailem, H. (Co-Investigator)
3/02/2025 → 2/02/2028
Project: Research
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AI4TME: Harnessing single cell image-transcriptomics and bespoke AI for a deeper understanding of tumour-microenvironment interactions
Sailem, H. (Primary Investigator)
1/09/2024 → 31/08/2032
Project: Research
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TransNAT: TransNAT: Transforming delivery, safety and efficacy of nucleic acid therapeutics: from intracellular uptake to targeting brain and muscle
Sailem, H. (Primary Investigator)
1/11/2022 → 31/10/2025
Project: Research
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Multi-modal deep learning approaches for identification of prognostic and diagnostic biomarkers
Sailem, H. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/10/2023 → 30/04/2024
Project: Research
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biofilm: A microfluidic system and confocal microscope for the molecular and mechanistic characterisation of microbial biofilms
Garnett, J. (Primary Investigator), Bergeron, J. (Co-Investigator), Bergholt, M. (Co-Investigator), Carpenter, G. (Co-Investigator), Dyson, A. (Co-Investigator), Elsharkawy, S. (Co-Investigator), Flak, M. (Co-Investigator), Jones, S. (Co-Investigator), Mason, J. (Co-Investigator), Moyes, D. (Co-Investigator), Naglik, J. (Co-Investigator), Neves, J. (Co-Investigator), Proctor, G. (Co-Investigator), Rahman, M. (Co-Investigator), Sailem, H. (Co-Investigator) & Sousa Moreno, V. (Co-Investigator)
BBSRC Biotechnology and Biological Sciences Research Council
1/08/2023 → 31/07/2024
Project: Research