SPECTRACYT Stage I

Activitati

(8 JAN 2025 - 31 DEC 2025)

A1.1 Proiectare și aplicare protocol de preparare lame necolorate

A1.2 Înregistrare imagini experimentale pe lame necolorate/colorate

A1.3 Identificare principii pentru constituirea blocului de procesare imagini si studii de integrare in platforma digitală ADP

A1.4 Extindere set de lucru pentru lame necolorate

A1.5 Extindere set de lucru cu imagini hiperspectrale pe lame necolorate si colorate

A1.6 Procesare imagini hiperspectrale pe lame necolorate si colorate

A1.7 Aplicare algoritmi supervizați de machine learning

A1.8 Realizare platformă digitală (partea întâi)

A1.9 Diseminare

Rezultate

Poster

COMPARATIVE STUDIES FOR SEGMENTATION IN HYPERSPECTRAL IMAGES

OF STAINED/UNSTAINED CELLS FROM CAVITY SEROUS FLUIDS, M Mihailescu, V. L.

Calin, A. Ghioca, M. Dumitrescu, V. Popescu, A. M. Pleava, N. Tarba, E. Scarlat, D. M.

Cristea, A. Ungureanu, I. G. Vladu, V. Fechete, B. Ciuria, M. G. Moisescu, International

Conference on BioMedical Photonics, Palavas-les-Flots, Montpelier, France, 3-5 April 2025

Poster

Investigations on hyperspectral images segmentation for cells from cavity serous fluids, M

Mihailescu, V. L. Calin, M.A. Ilisanu, A. Ghioca, A. M. Pleava, N. Tarba, A. Ungureanu, I. G.

Vladu, D. M. Cristea, V. Fechete, E. Scarlat, E. Tianu, V. Popescu, B. Ciuria, M. G. Moisescu, 12 th

International Congress of the Balkan Physical Union, Bucharest, Romania, 8-12 June, 2025

Prezentare invitata

Spectral criteria for automated segmentation of cells from cavity serous fluids

M. A. Ilisanu, M. Mihailescu, V. L. Calin, N. Tarba, E. Scarlat, A. Ghioca, A. M. Pleava, A.

Ungureanu, I. G. Vladu, D. M. Cristea, V. Fechete, E. Tianu, V. Popescu, M. G. Moisescu, IEEE

International Semiconductor Conference, CAS, Sinaia Romania, 7-11 October 2025

Prezentare orală

Identification of cancer cells from serous effusions based on

hyperspectral imaging and machine learning, V. L. Calin, M/ Mihailescu, A/ Ghioca, A. M.

Pleava, N. Tarba, D. M. Cristea, A. Ungureanu, I. G. Vladu, V. Fechete, B. Ciuria, E.

Scarlat, E. Tianu, V. Popescu, M. G. Moisescu, 21st European Congress on Digital

Pathology 2025, ECDP 2025, Barcelona, Spain, 25-28 June 2025

Prezentare invitata

Single to multi-cell high content images from multidimensional label-free

microscopy, M. Mihailescu, V. L. Calin, M. A. Ilisanu, N. Tarba, A. Ghioca, A. M. Pleava, E.

Scarlat, D. M. Cristea, A. Ungureanu, I. G. Vladu, V. Fechete, E. Tianu, V. Popescu, M. G.

Moisescu, Carpathian Biophotonics Meeting, Sinaia, Romania 8-12 september 2025

Collage of images from a medical conference with group photos, presentation sessions, and informational banners.
A certificate of attendance from the 48th International Semiconductor Conference CAS 2025 issued to Mona Mihailescu, alongside a LinkedIn profile of Mona Mihailescu from the CAMPUS Research Institute at University POLITEHNICA of Bucharest, promoting research on quantum optics, hyperspectral microscopy, digital pathology, and digital diagnostics.
Top left: A presentation slide showing microscopic images and graphs about cell characterization from serum fluid, with a female presenter speaking to an audience. Bottom left: A group of six young adults, three men and three women, standing together at an event, wearing conference badges. Right: A scientific poster with images and graphs related to experimental high-spectral imaging (HSI) of cells, segmentation tools, and data analysis for malignant and benign cells.

Poster

SEGMENTATION OF CELLS FROM CAVITY SEROUS FLUIDS BASED ON

HYPERSPECTRAL IMAGES V. L. Calin, M/ Mihailescu, A/ Ghioca, A. M. Pleava, N. Tarba,

D. M. Cristea, A. Ungureanu, I. G. Vladu, V. Fechete, B. Ciuria, E. Scarlat, E. Tianu, V.

Popescu, M. G. Moisescu Deep learning for medical imaging, Spring school, DLMI 2025,

Lyon France, 21-25 April 2025

Prezentare invitata

Multidimensionality in enhanced darkfield hyperspectral microscopy for single

to multi-cell high content images, M. Mihailescu, V. L. Calin, M. A. Ilisanu, N. Tarba, A. Ghioca, A.

M. Pleava, E. Scarlat, D. M. Cristea, A. Ungureanu, I. G. Vladu, V. Fechete, E. Tianu, V. Popescu,

M. G. Moisescu, Workshop Caracterizare avansată multidisciplinară în nanoștiințe: microscop de forță atomică și platformă optică hiperspectrală (HSI) cuplată cu microscop Raman confocal Alba

Iulia, Romania, 25 September 2025

Manuscrise trimise spre publicare cu rezultatele din proiectul SPECTRACYT

  1. Spectral criteria for automated segmentation of cells from cavity serous fluids M. A. Ilisanu, M. Mihailescu, V. L. Calin, N. Tarba, E. Scarlat, A. Ghioca, A. M. Pleava, A. Ungureanu, I. G. Vladu, D. M. Cristea, V. Fechete, E. Tianu, V. Popescu, M. G. Moisescu, Proceedings SPIE

  2. Spectral based segmentation and bio-optical descriptors of cells from serous cavity effusion A-M Pleava, M-A Ilisanu, M Mihailescu, E Scarlat, A Ghioca, A. Ungureanu, I.G. Vladu, D.M. Cristea, V. Fechete, N Tarba, E. Tianu, V. Popescu, G. Vulpoiu, M-G Moisescu, V.L. Calin “Proceedings of the Romanian Academy, Series A” sectiunea Fizica

  3. Hyperspectral vectors for machine learning segmentation of stained/unstained cells from serous cavity effusions, M. A. Ilisanu, A. M. Pleava, V. L. Calin, A. Ghioca, E. Scarlat, E. Tianu, V. Popescu, M. G. Moisescu and M. Mihailescu

  4. Rationale feature reduction for ML assisted cellular masking M. A. Ilisanu, A. M. Pleava, E. Scarlat,V. L. Calin, A. Ghioca and M. Mihailescu

Composite image showing a microscopic view of cells, a diagram of a machine learning process for cell image analysis, and images of cells with input and output labels for image segmentation.
Diagram of a microscopy sample analysis process with fluorescent images in blue, green, and red, and a biological image with yellow and red cells.
Academic conference presentation slides on spectral criteria for cell segmentation from cavity serous fluids, featuring author names, project details, and scientific graphics.
Cover slide of a scientific presentation about darkfield hyperspectral microscopy, displaying the title, author Mona Mihailescu, team photos, and research data tables.
A collage of four images: top left shows five people, including a woman and four young men, standing next to a research poster at a scientific conference; top right features a close-up of scientific research posters with data and graphs; bottom left depicts a classroom with a woman giving a presentation to an audience of adults; bottom right is a microscopic view of greenish cells or microorganisms.
A collage of four microscopy images showing cells with different colors and fluorescence techniques.
A collage of images related to scientific research. The first image shows laboratory equipment with microscopes. The second image is a microscopic view with colorful cell structures and multiple arrows pointing to features. The third image is an abstract digital pattern in yellow, red, and black. The fourth image displays a scientific poster presentation with a woman alongside a diagram explaining hyperspectral imaging data analysis.