2024
Enhancing Personalized Prognostic Assessment of Myelodysplastic Syndromes through a Multimodal and Explainable Deep Data Fusion Approach (MAGAERA)
Sauta E, Sartori F, Lanino L, Asti G, D'Amico S, Delleani M, Riva E, Zampini M, Zazzetti E, Bicchieri M, Maggioni G, Campagna A, Todisco G, Tentori C, Ubezio M, Russo A, Buizza A, Ficara F, Crisafulli L, Brindisi M, Ventura D, Pinocchio N, Rahal D, Lancellotti C, Bonometti A, Di Tommaso L, Savevski V, Santoro A, Derus N, Dall'Olio D, Santini V, Sole F, Platzbecker U, Fenaux P, Diez-Campelo M, Komrokji R, Garcia-Manero G, Haferlach T, Kordasti S, Zeidan A, Castellani G, Sanavia T, Fariselli P, Della Porta M. Enhancing Personalized Prognostic Assessment of Myelodysplastic Syndromes through a Multimodal and Explainable Deep Data Fusion Approach (MAGAERA). Blood 2024, 144: 105-105. DOI: 10.1182/blood-2024-205413.Peer-Reviewed Original ResearchPersonalized medicine programsMyelodysplastic syndrome patientsMyelodysplastic syndromeOverall survivalConcordance indexClinical outcomesMay-Grunwald-GiemsaHypomethylating agentsBone marrowAnalysis of hematological malignanciesSomatic mutation screeningEvaluation of T lymphocytesResponse to hypomethylating agentsCD34+ bone marrowStudies of myelodysplastic syndromesGenomic featuresMDS populationRNA-seqPrediction of patient outcomeGenomic characterizationHarrell's concordance indexPredicting Clinical OutcomesHematoxylin and eosin (H&EMorphological dataMulti-OmicsRadiomics-driven personalized radiotherapy for primary and recurrent tumors: A general review with a focus on reirradiation
Beddok A, Orlhac F, Rozenblum L, Calugaru V, Créhange G, Dercle L, Nioche C, Thariat J, Marin T, El Fakhri G, Buvat I. Radiomics-driven personalized radiotherapy for primary and recurrent tumors: A general review with a focus on reirradiation. Cancer/Radiothérapie 2024, 28: 597-602. PMID: 39406602, DOI: 10.1016/j.canrad.2024.09.002.Peer-Reviewed Original ResearchPersonalized radiotherapyTumor localizationTreatment planningMedian AUCImaging modalitiesRisk of recurrenceHead and neckImprove treatment precisionPredicting Clinical OutcomesOptimal treatment planQuantitative imaging biomarkersRecurrent tumorsApplication of radiomicsRecurrent cancerClinical radiotherapyExternal validationClinical outcomesRadiotherapyReirradiationLack of external validationMEDLINE searchTreatment precisionImaging biomarkersImaging protocolTumor
2020
Exercise Pulmonary Hypertension Predicts Clinical Outcomes in Patients With Dyspnea on Effort
Ho J, Zern E, Lau E, Wooster L, Bailey C, Cunningham T, Eisman A, Hardin K, Farrell R, Sbarbaro J, Schoenike M, Houstis N, Baggish A, Shah R, Nayor M, Malhotra R, Lewis G. Exercise Pulmonary Hypertension Predicts Clinical Outcomes in Patients With Dyspnea on Effort. Journal Of The American College Of Cardiology 2020, 75: 17-26. PMID: 31918830, PMCID: PMC7043927, DOI: 10.1016/j.jacc.2019.10.048.Peer-Reviewed Original ResearchConceptsExercise pulmonary hypertensionPulmonary artery pressurePulmonary hypertensionAbnormal pulmonary artery pressureCardiac outputChronic exertional dyspneaEvent-free survivalInvasive hemodynamic monitoringPredicting Clinical OutcomesBurden of PHCV event-free survivalCardiopulmonary exercise testingPredicting adverse eventsTargeted therapeutic interventionsPH subtypesExertional dyspneaPrognostic implicationsClinical outcomesAdverse eventsResting pHResponse to exerciseDeath eventsFollow-upHemodynamic assessmentArterial pressure
2016
Prospective Study Evaluating Na18F PET/CT in Predicting Clinical Outcomes and Survival in Advanced Prostate Cancer
Apolo AB, Lindenberg L, Shih JH, Mena E, Kim JW, Park JC, Alikhani A, McKinney YY, Weaver J, Turkbey B, Parnes HL, Wood LV, Madan RA, Gulley JL, Dahut WL, Kurdziel KA, Choyke PL. Prospective Study Evaluating Na18F PET/CT in Predicting Clinical Outcomes and Survival in Advanced Prostate Cancer. Journal Of Nuclear Medicine 2016, 57: 886-892. PMID: 26795292, PMCID: PMC6599519, DOI: 10.2967/jnumed.115.166512.Peer-Reviewed Original ResearchConceptsPET/CTAdvanced prostate cancerOverall survivalClinical impressionBone metastasesNumber of lesionsClinical outcomesProstate cancerMalignant lesionsMethylene diphosphonate bone scanProstate-specific antigen (PSA) changesPercentage changeMore bone metastasesDiphosphonate bone scanHigh-risk patientsProspective pilot studyPredicting Clinical OutcomesProstate cancer patientsMaximal percentage changeBone scanAntigen changesCancer patientsPositive lesionsBone diseaseMore lesions
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