Andrea Cozzi

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1) Machine learning predicts pulmonary Long Covid sequelae using clinical data

BMC Medical Informatics and Decision Making, 27 novembre 2024

2) Decoding Radiomics: A Step-by-Step Guide to Machine Learning Workflow in Hand-Crafted and Deep Learning Radiomics Studies

Diagnostics, 5 novembre 2024

3) Current use and future perspectives of contrast-enhanced mammography (CEM): a survey by the European Society of Breast Imaging (EUSOBI)

European Radiology, 16 gennaio 2024

4) Preoperative breast MRI positively impacts surgical outcomes of needle biopsy-diagnosed pure DCIS: a patient-matched analysis from the MIPA study

European Radiology, 24 novembre 2023

Facts & figures

Andrea Cozzi has coordinated or participated in 4 publications
(as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations) whose subjects can be represented by this 20 elements tag cloud:

AI (1) artificial intelligence (1) breast neoplasms (1) breast neoplasms (biopsy, needle) (1) carcinoma (intraductal, noninfiltrating) (1) contrast media (1) deep learning (1) long-COVID (1) machine learning (1) magnetic resonance imaging (1) mammography (1) mastectomy (1) METRICS (1) multimodal learning (1) post-COVID syndrome (1) prognosis (1) radiomics (1) radiomics pipeline (1) reoperation (1) surveys and questionnaires (1)

Andrea Cozzi has coordinated or participated in 4 publications (as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations) featured by 3 scientific journals:

European Radiology (2) BMC Medical Informatics and Decision Making (1) Diagnostics (1)

Andrea Cozzi has coordinated or participated in 4 publications (as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations) involving also 1 co-authors being active in Ticino:

Simone Schiaffino (1)

Andrea Cozzi has coordinated or participated in 4 pubblications (as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations) in whose synopsis the 19 most frequently used terms (excluding 34 not relevant terms) are here listed:

A.C. WORD CLOUD radiomics (2) breast (2) decoding (1) step-by-step (1) workflow (1) hand-crafted (1) mri (1) positively (1) biopsy-diagnosed (1) dcis (1) patient-matched (1) mipa (1) contrast-enhanced (1) mammography (1) cem (1) eusobi (1) pulmonary (1) covid (1) sequelae (1)

In the synopsis of the whole 3332 pubblications (as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations), the 197 most frequently used terms (excluding 34 not relevant or unfrequently used terms (terms used less than 10 times) are here listed:

THE WHOLE WORD CLOUD cancer (299) covid- (186) thyroid (111) pet (109) cardiac (107) prostate (107) sars-cov- (103) hiv (89) atrial (81) breast (81) coronary (79) sclerosis (76) fibrillation (69) lymphoma (68) pandemic (67) bone (54) aortic (52) heart (51) artery (51) stroke (50) liver (47) carcinoma (46) brain (44) antibodies (42) cardiovascular (41) lung (40) mri (39) transcatheter (36) metastatic (35) dna (35) ventricular (35) kidney (34) nodules (34) tumor (33) extracellular (33) virus (33) myocardial (32) knee (31) ultrasound (30) oncology (30) mitral (27) antibody (27) esmo (27) percutaneous (26) f-fdg (26) hepatitis (25) vesicles (25) spinal (25) antiplatelet (24) cervical (24) ischemic (24) osteoarthritis (23) tuberculosis (23) diabetes (23) infarction (23) chemotherapy (23) ovarian (22) sentinel (22) radiotherapy (22) bladder (22) pulmonary (22) sperm (22) ehra (22) endovascular (21) implantation (21) transplantation (21) vaccination (21) renal (21) blood (20) lymph (19) resonance (19) plasma (19) tomography (19) urinary (19) bacterial (19) b-cell (18) monoclonal (18) nuclear (18) tumors (18) pacing (18) fdg (17) colorectal (17) laparoscopic (17) mice (17) implantable (16) autoimmune (16) vaccine (16) transplant (16) coronavirus (16) immunodeficiency (16) radiomics (15) membrane (15) preclinical (15) metabolic (15) metabolism (15) vascular (15) musculoskeletal (15) tricuspid (14) endometrial (14) pneumonia (14) antiretroviral (14) biomarker (14) serum (14) mrna (14) metastasis (14) lymphomas (14) fractures (14) peripheral (14) neurocognitive (14) leukemia (14) occlusion (13) male (13) behavior (13) muscle (13) interventions (13) legs (13) radiation (13) arterial (13) hemorrhage (13) nerve (13) biomarkers (13) pregnancy (13) lymphocytic (13) medullary (12) malignant (12) platelet-rich (12) hiv- (12) metastases (12) tau (12) iga (12) conference (12) mutations (12) malignancy (12) brugada (12) joint (12) fna (12) grafts (12) ischemia (12) dementia (12) esc (12) radiology (11) baseline (11) gastric (11) intravenous (11) arrhythmia (11) dynamic (11) incontinence (11) burden (11) pi (11) contemporary (11) contrast-enhanced (11) pathways (11) adherence (11) catheter (11) parkinson (11) limb (11) cytology (11) signaling (11) neck (11) mesenchymal (11) senescence (11) lockdown (11) il- (11) administration (10) overview (10) regurgitation (10) depression (10) art (10) idiopathic (10) clonal (10) bayesian (10) checkpoint (10) antithrombotic (10) precision (10) recovery (10) possible (10) prognosis (10) cancers (10) vascularized (10) adapted (10) peptide (10) ecg (10) infectious (10) fixation (10) prolapse (10) pci (10) hip (10) migraine (10) skin (10) prophylaxis (10) follicular (10) igg (10) vitamin (10) epidemiology (10) lipid (10) refractory (10) anesthesia (10)

Andrea Cozzi has coordinated or participated in the 4 publications here listed (as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations)

1) Machine learning predicts pulmonary Long Covid sequelae using clinical data

2) Decoding Radiomics: A Step-by-Step Guide to Machine Learning Workflow in Hand-Crafted and Deep Learning Radiomics Studies

3) Current use and future perspectives of contrast-enhanced mammography (CEM): a survey by the European Society of Breast Imaging (EUSOBI)

4) Preoperative breast MRI positively impacts surgical outcomes of needle biopsy-diagnosed pure DCIS: a patient-matched analysis from the MIPA study

Andrea Cozzi has coordinated or participated in the 4 publications here listed
(as cross-checked throughout PubMed, counted from 2020, including only Ticino affiliations)