UniBA @ KIPoS: A Hybrid Approach for Part-of-Speech Tagging

The Part of Speech tagging operation is becoming increasingly important as it represents the starting point for other high-level operations such as Speech Recognition, Machine Translation, Parsing and Information Retrieval. Although the accuracy of state-of-the-art POS-taggers reach a high level of accuracy (around 96-97%) it cannot yet be considered a solved problem because there are many variables to take into account. For example, most of these systems use lexical knowledge to assign a tag to unknown words. The task solution proposed in this work is based on a hybrid tagger, which doesn’t use any prior lexical knowledge, consisting of two different types of POS-taggers used sequentially: HMM tagger and RDRPOSTagger [(Nguyen et al., 2014), (Nguyen et al., 2016)]. We trained the hybrid model using the Development set and the combination of Development and Silver sets. The results have shown an accuracy of 0,8114 and 0,8100 respectively for the main task.L’operazione di Part of Speech tagging sta diventando sempre più importante in quanto rappresenta il punto di partenza per altre operazioni di alto livello come Speech Recognition, Machine Translation, Parsing e Information Retrieval. Sebbene l’accuratezza dei POS tagger allo stato dell’arte raggiunga un alto livello di accuratezza (intorno al 96-97%), esso non può ancora essere considerato un problema risolto perché ci sono molte variabili da tenere in considerazione. Ad esempio, la maggior parte di questi sistemi utilizza della conoscenza linguistica per assegnare un tag alle parole sconosciute. La soluzione proposta in questo lavoro si basa su un tagger ibrido, che non utilizza alcuna conoscenza linguistica pregressa, costituito da due diversi tipi di POS-tagger usati in sequenza: HMM tagger e RDRPOSTagger [(Nguyen et al., 2014), (Nguyen et al., 2016)]. Abbiamo addestrato il modello ibrido utilizzando il Development Set e la combinazione di Silver e Development Sets. I risultati hanno mostrato un’accuratezza pari a 0,8114 e 0,8100 rispettivamente per il task main

EVALITA Evaluation of NLP and Speech Tools for Italian - December 17th, 2020

Welcome to EVALITA 2020! EVALITA is the evaluation campaign of Natural Language Processing and Speech Tools for Italian. EVALITA is an initiative of the Italian Association for Computational Linguistics (AILC, http://www.ai-lc.it) and it is endorsed by the Italian Association for Artificial Intelligence (AIxIA, http://www.aixia.it) and the Italian Association for Speech Sciences (AISV, http://www.aisv.it)

High Efficacy and Safety of Flat-Dose Ribavirin Plus Sofosbuvir/Daclatasvir in Genotype 3 Cirrhotic Patients

Background/Aims: Patients with genotype 3 hepatitis C virus (G3-HCV) cirrhosis are very difficult to treat compared to patients with other HCV genotypes. The optimal treatment duration and drug regimen associated with ribavirin (RBV) remain unclear. To evaluate the efficacy and safety of daclatasvir (DCV)/sofosbuvir (SOF) plus a flat dose of 800 mg RBV (flat dose) compared to DCV/SOF without RBV or DCV/SOF plus an RBV dose based on body weight (weight-based) in G3-HCV patients with compensated or decompensated cirrhosis. Methods: We analyzed data for 233 G3 cirrhotic patients. Of these, 70 (30%), 87(37%) and 76 (33%) received SOF/DCV, SOF/DCV/RBV flat dose, and SOF/DCV/RBV weight-based dose, respectively. Treatment duration was 24 weeks. Sustained virological response (SVR) was evaluated at week 12 posttreatment (SVR12). Results: Overall, SVR12 was achieved in 220 out of 233 patients (94.4%). The SVR12 rate was lower in the DCV/SOF group than in the DCV/SOF/RBV flat-dose group and the DCV/SOF/RBV weight-based group (87.1% vs 97.7% and 97.4%, respectively, p=0.007). A higher incidence of anemia occurred in the DCV/SOF/RBV weight-based group compared to those in the other two groups (p<0.007). Conclusions: We found that the DCV/SOF/RBV flat-dose regimen is an effective treatment in terms of efficacy and safety in patients with G3-HCV compensated or decompensated cirrhosis. Therefore, antiviral regimens without RBV should be restricted only to naïve patients with G3-HCV compensated cirrhosis who have a clear contraindication for RBV

Noonan syndrome-like disorder with loose anagen hair: A second case with neuroblastoma

Noonan-like syndrome with loose anagen hair (NSLH), also known as Mazzanti syndrome, is a RASopathy characterized by craniofacial features resembling Noonan syndrome, cardiac defects, cognitive deficits and behavioral issues, reduced growth generally associated with GH deficit, darkly pigmented skin, and an unique combination of ectodermal anomalies. Virtually all cases of NSLH are caused by an invariant and functionally unique mutation in SHOC2 (c.4A>G, p.Ser2Gly). Here, we report on a child with molecularly confirmed NSLH who developed a neuroblastoma, first suspected at the age 3 months by abdominal ultrasound examination. Based on this finding, scanning of the SHOC2 coding sequence encompassing the c.4A>G change was performed on selected pediatric cohorts of malignancies documented to occur in RASopathies (i.e., neuroblastoma, brain tumors, rhabdomyosarcoma, acute lymphoblastic, and myeloid leukemia), but failed to identify a functionally relevant cancer-associated variant. While these results do not support a major role of somatic SHOC2 mutations in these pediatric cancers, this second instance of neuroblastoma in NSLAH suggests a possible predisposition to this malignancy in subjects heterozygous for the c.4A>G SHOC2 mutation. © 2015 Wiley Periodicals, Inc.status: publishe

Factors Enhancing Treatment of Hepatitis C Virus-Infected Italian People Who Use Drugs: The CLEO-GRECAS Experience

We assessed the performance of direct-acting antivirals (DAAs) in hepatitis C virus (HCV)-infected people who use drugs (PWUDs) in terms of sustained virological response (SVR) and adherence rates in comparison to a location-matched cohort of non-PWUD HCV patients

Factors Enhancing Treatment of Hepatitis C Virus–Infected Italian People Who Use Drugs: The CLEO-GRECAS Experience

We assessed the performance of direct-acting antivirals (DAAs) in hepatitis C virus (HCV)-infected people who use drugs (PWUDs) in terms of sustained virological response (SVR) and adherence rates in comparison to a location-matched cohort of non-PWUD HCV patients

Safety and efficacy of ombitasvir/paritaprevir/ritonavir/dasabuvir plus ribavirin in patients over 65 years with HCV genotype 1 cirrhosis

none191norestrictedAscione, Antonio*; De Luca, Massimo; Melazzini, Mario; Montilla, Simona; Trotta, Maria Paola; Petta, Salvatore; Puoti, Massimo; Sangiovanni, Vincenzo; Messina, Vincenzo; Bruno, Savino; Izzi, Antonio; Villa, Erica; Aghemo, Alessio; Zignego, Anna Linda; Orlandini, Alessandra; Fontanella, Luca; Gasbarrini, Antonio; Marzioni, Marco; Giannini, Edoardo G.; Craxì, Antonio; Abbati, Giuseppe; Alberti, Alfredo; Andreone, Pietro; Andreoni, Massimo; Angeli, Paolo; Angelico, Mario; Angarano, Gioacchino; Angrisani, Debora; Antinori, Andrea; Antonini, Cinzia; Avancini, Ivo; Barone, Michele; Bruno, Raffaele; Benedetti, Antonio; Bernabucci, Veronica; Blanc, Pier; Boarini, Chiara; Boffa, Nicola; Boglione, Lucio; Borghi, Vanni; Borgia, Guglielmo; Brancaccio, Giuseppina; Brunetto, Maurizia; Cacciola, Irene; Calabrese, Paolo; Calvaruso, Vincenza; Campagnolo, Davide; Canovari, Benedetta; Caporaso, Nicola; Capra, Franco; Carolo, Giada; Cassola, Giovanni; Castelli, Francesco; Cauda, Roberto; Silberstein, Francesca Ceccherini; Cecere, Roberto; Chessa, Luchino; Chiodera, Alessandro; Chirianni, Antonio; Ciancio, Alessia; Cima, Serena; Coco, Barbara; Colombo, Massimo; Coppola, Nicola; Corti, Giampaolo; Cosco, Lucio; Corradori, Silvia; Cozzolongo, Raffaele; Cristaudo, Antonio; Danieli, Elena; Monforte, Antonella D’Arminio; Monache, Marco delle; Del Poggio, Paolo; de Luca, Andrea; Dentone, Chiara; Di Biagio, Antonio; Di Leo, Alfredo; Di Perri, Giovanni; Di Stefano, Marco; D’Offizi, Giampiero; Donato, Francesca; Durante, Emanuele; Erne, Elke; Fagiuoli, Stefano; Falasca, Katia; Federico, Alessandro; Felder, Martina; Ferrari, Carlo; Gaeta, Giovanni Battista; Ganga, Roberto; Gatti, Pietro; Giacomet, Vania; Giacometti, Andrea; Gianstefani, Alice; Giordani, Maria; Giorgini, Alessia; Grieco, Antonio; Guerra, Michele; Gulminetti, Roberto; Ieluzzi, Donatella; Imparato, Michele; Iodice, Valentina; La Monica, Silvia; Lazzarin, Adriano; Lenzi, Marco; Levrero, Massimo; Lichtner, Myriam; Lionetti, Raffaella; Guercio, Carmela Lo; Madonna, Salvatore; Magnani, Silvia; Maida, Ivana; Marignani, Massimo; Marrone, Aldo; Marsetti, Fabio; Martini, Silvia; Masarone, Mario; Maserati, Renato; Mastroianni, Claudio Maria; Memoli, Massimo; Menzaghi, Barbara; Merli, Manuela; Miele, Luca; Milella, Michele; Mondelli, Mario; Montalbano, Marzia; Monti, Monica; Morelli, Olivia; Morisco, Filomena; Nardone, Gaetano; Novara, Sergio; Onnelli, Giovanna; Onofrio, Mirella; Paganin, Simona; Pani, Luca; Parisi, Maria Rita; Parruti, Giustino; Pasquazzi, Caterina; Pasulo, Luisa; Perno, Carlo Federico; Persico, Marcello; Piai, Guido; Picciotto, Antonino; Pigozzi, Grazielle Marie; Piovesan, Sara; Piras, Maria Chiara; Pirisi, Massimo; Piscaglia, Anna Maria; Ponti, Laura; Potenza, Domenico; Pravadelli, Cecilia; Quartini, Mariano; Quirino, Tiziana; Raimondo, Giovanni; Rapaccini, Gian Ludovico; Rendina, Maria; Rizzardini, Giuliano; Rizzetto, Mario; Rizzo, Salvatore; Romagnoli, Dante; Romano, Antonietta; Rossi, Cristina; Rumi, Maria Grazia; Russello, Maurizio; Russo, Francesca Paolo; Russo, Maria Luisa; Sansonno, Domenico Ettore; Santantonio, Teresa Antonia; Saracco, Giorgio; Schimizzi, Anna Maria; Serviddio, Gaetano; Simeone, Filomena; Solinas, Attilio; Soria, Alessandro; Tabone, Marco; Taliani, Gloria; Tarantino, Giuseppe; Tarquini, Pierluigi; Tavio, Marcello; Termite, Antonio; Teti, Elisabetta; Toniutto, Pierluigi; Torti, Carlo; Tundi, Paolo; Vecchiet, Giacomo; Verucchi, Gabriella; Gentilucci, Umberto Vespasiani; Vinci, Maria; Vullo, Vincenzo; Zolfino, Teresa; Zuin, MassimoAscione, Antonio; De Luca, Massimo; Melazzini, Mario; Montilla, Simona; Trotta, Maria Paola; Petta, Salvatore; Puoti, Massimo; Sangiovanni, Vincenzo; Messina, Vincenzo; Bruno, Savino; Izzi, Antonio; Villa, Erica; Aghemo, Alessio; Zignego, Anna Linda; Orlandini, Alessandra; Fontanella, Luca; Gasbarrini, Antonio; Marzioni, Marco; Giannini, Edoardo G.; Craxì, Antonio; Abbati, Giuseppe; Alberti, Alfredo; Andreone, Pietro; Andreoni, Massimo; Angeli, Paolo; Angelico, Mario; Angarano, Gioacchino; Angrisani, Debora; Antinori, Andrea; Antonini, Cinzia; Avancini, Ivo; Barone, Michele; Bruno, Raffaele; Benedetti, Antonio; Bernabucci, Veronica; Blanc, Pier; Boarini, Chiara; Boffa, Nicola; Boglione, Lucio; Borghi, Vanni; Borgia, Guglielmo; Brancaccio, Giuseppina; Brunetto, Maurizia; Cacciola, Irene; Calabrese, Paolo; Calvaruso, Vincenza; Campagnolo, Davide; Canovari, Benedetta; Caporaso, Nicola; Capra, Franco; Carolo, Giada; Cassola, Giovanni; Castelli, Francesco; Cauda, Roberto; Silberstein, Francesca Ceccherini; Cecere, Roberto; Chessa, Luchino; Chiodera, Alessandro; Chirianni, Antonio; Ciancio, Alessia; Cima, Serena; Coco, Barbara; Colombo, Massimo; Coppola, Nicola; Corti, Giampaolo; Cosco, Lucio; Corradori, Silvia; Cozzolongo, Raffaele; Cristaudo, Antonio; Danieli, Elena; Monforte, Antonella D’Arminio; Monache, Marco delle; Del Poggio, Paolo; de Luca, Andrea; Dentone, Chiara; Di Biagio, Antonio; Di Leo, Alfredo; Di Perri, Giovanni; DI STEFANO, Marco; D’Offizi, Giampiero; Donato, Francesca; Durante, Emanuele; Erne, Elke; Fagiuoli, Stefano; Falasca, Katia; Federico, Alessandro; Felder, Martina; Ferrari, Carlo; Gaeta, Giovanni Battista; Ganga, Roberto; Gatti, Pietro; Giacomet, Vania; Giacometti, Andrea; Gianstefani, Alice; Giordani, Maria; Giorgini, Alessia; Grieco, Antonio; Guerra, Michele; Gulminetti, Roberto; Ieluzzi, Donatella; Imparato, Michele; Iodice, Valentina; La Monica, Silvia; Lazzarin, Adriano; Lenzi, Marco; Levrero, Massimo; Lichtner, Myriam; Lionetti, Raffaella; Guercio, Carmela Lo; Madonna, Salvatore; Magnani, Silvia; Maida, Ivana; Marignani, Massimo; Marrone, Aldo; Marsetti, Fabio; Martini, Silvia; Masarone, Mario; Maserati, Renato; Mastroianni, Claudio Maria; Memoli, Massimo; Menzaghi, Barbara; Merli, Manuela; Miele, Luca; Milella, Michele; Mondelli, Mario; Montalbano, Marzia; Monti, Monica; Morelli, Olivia; Morisco, Filomena; Nardone, Gaetano; Novara, Sergio; Onnelli, Giovanna; Onofrio, Mirella; Paganin, Simona; Pani, Luca; Parisi, Maria Rita; Parruti, Giustino; Pasquazzi, Caterina; Pasulo, Luisa; Perno, Carlo Federico; Persico, Marcello; Piai, Guido; Picciotto, Antonino; Pigozzi, Grazielle Marie; Piovesan, Sara; Piras, Maria Chiara; Pirisi, Massimo; Piscaglia, Anna Maria; Ponti, Laura; Potenza, Domenico; Pravadelli, Cecilia; Quartini, Mariano; Quirino, Tiziana; Raimondo, Giovanni; Rapaccini, Gian Ludovico; Rendina, Maria; Rizzardini, Giuliano; Rizzetto, Mario; Rizzo, Salvatore; Romagnoli, Dante; Romano, Antonietta; Rossi, Cristina; Rumi, Maria Grazia; Russello, Maurizio; Russo, Francesca Paolo; Russo, Maria Luisa; Sansonno, Domenico Ettore; Santantonio, Teresa Antonia; Saracco, Giorgio; Schimizzi, Anna Maria; Serviddio, Gaetano; Simeone, Filomena; Solinas, Attilio; Soria, Alessandro; Tabone, Marco; Taliani, Gloria; Tarantino, Giuseppe; Tarquini, Pierluigi; Tavio, Marcello; Termite, Antonio; Teti, Elisabetta; Toniutto, Pierluigi; Torti, Carlo; Tundi, Paolo; Vecchiet, Giacomo; Verucchi, Gabriella; Gentilucci, Umberto Vespasiani; Vinci, Maria; Vullo, Vincenzo; Zolfino, Teresa; Zuin, Massim

Ombitasvir, paritaprevir, and ritonavir, with or without dasabuvir, plus ribavirin for patients with hepatitis C virus genotype 1 or 4 infection with cirrhosis (ABACUS): a prospective observational study

Background We ran a compassionate use nationwide programme (ABACUS) to provide access to ombitasvir, paritaprevir, and ritonavir, with dasabuvir, plus ribavirin for hepatitis C virus (HCV) genotype 1 infection and ombitasvir, paritaprevir, and ritonavir, plus ribavirin for HCV genotype 4 infection in patients with cirrhosis at high risk of decompensation while approval of these regimens was pending in Italy. Methods In this prospective observational study, we collected data from a compassionate use nationwide programme from March 17, 2014, to May 28, 2015. Patients with HCV genotype 1 infection and cirrhosis at high risk of decompensation were given coformulated ombitasvir (25 mg), paritaprevir (150 mg), and ritonavir (100 mg) once daily and dasabuvir (250 mg) twice daily for 12 weeks (patients with HCV genotype 1b infection) or 24 weeks (patients with HCV genotype 1a infection). Patients with HCV genotype 4 infection were given coformulated ombitasvir (25 mg), paritaprevir (150 mg), and ritonavir (100 mg) once per day for 24 weeks. All patients were given weight-based ribavirin. The primary efficacy endpoint was sustained virological response at week 12 after the end of treatment (SVR12), analysed by intention-to-treat. Univariate and multivariate logistic regression analyses were used to identify baseline characteristics associated with SVR12. Adverse events were recorded throughout the study. Findings 728 (96%) of 762 patients with cirrhosis who were given ombitasvir, paritaprevir, and ritonavir, with or without dasabuvir, plus ribavirin therapy for 12 or 24 weeks achieved SVR12. Logistic regression analyses identified that bilirubin concentrations of less than 2 mg/dL were associated with SVR12 (odds ratio [OR] 4·76 [95% CI 1·83–12·3]; p=0·001). 166 (23%) of 734 patients included in safety analyses had an adverse event. 25 (3%) patients discontinued treatment because of adverse events. Asthenia was the most commonly reported adverse event, occurring in 36 (5%) patients. Interpretation Our findings suggest that the safety and effectiveness of ombitasvir, paritaprevir, and ritonavir, with or without dasabuvir, plus ribavirin in patients with HCV genotype 1 or 4 infection and cirrhosis at high risk of decompensation in a real-life setting are similar to those reported in clinical trials. The concordance with clinical trials provides reassurance that the reported efficacy of this treatment in clinical trials will translate to its use in routine clinical practice. Funding Dipartimento Biomedico di Medicina Interna e Specialistica dell'Universita di Palermo

Brivaracetam as add-on treatment in patients with post-stroke epilepsy: real-world data from the BRIVAracetam add-on First Italian netwoRk Study (BRIVAFIRST)

Objective: Post-stroke epilepsy (PSE) is one of the most common causes of acquired epilepsy and accounts for about 10-15% of all newly diagnosed epilepsy cases. However, evidence about the clinical profile of antiseizure medications in the PSE setting is currently limited. Brivaracetam (BRV) is a rationally developed compound characterized by high-affinity binding to synaptic vesicle protein 2A. The aim of this study was to assess the 12-month effectiveness and tolerability of adjunctive BRV in patients with PSE treated in a real-world setting. Methods: This was a subgroup analysis of patients with PSE included in the BRIVAracetam add-on First Italian netwoRk Study (BRIVAFIRST). The BRIVAFIRST was a 12-month retrospective, multicentre study including adult patients prescribed adjunctive BRV. Effectiveness outcomes included the rates of seizure response (≥50% reduction in baseline seizure frequency), seizure-freedom, and treatment discontinuation. Safety and tolerability outcomes included the rate of treatment discontinuation due to adverse events (AEs) and the incidence of AEs. Results: Patients with PSE included in the BRIVAFIRST were 75 and had a median age of 57 (interquartile range, 42-66) years. The median daily doses of BRV at 3, 6, and 12 months from starting treatment were 100 (100-150) mg, 125 (100-200) mg and 100 (100-200) mg, respectively. At 12 months, 32 (42.7%) patients had a reduction in their baseline seizure frequency by at least 50%, and the seizure freedom rates was 26/75 (34.7%). During the 1-year study period, 10 (13.3%) patients discontinued BRV. The reasons of treatment withdrawal were insufficient efficacy in 6 (8.0%) patients and poor tolerability in 4 (5.3%) patients. Adverse events were reported by 13 (20.3%) patients and were rated as mild in 84.6% and moderate in 15.4% of cases. Significance: Adjunctive BRV was efficacious and generally well-tolerated when used in patients with PSE in clinical practice. Adjunctive BRV can be a suitable therapeutic option for patients with PSE